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Bogleheads Investing Advice Inspired by Jack Bogle
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grok87
Joined: 27 Feb 2007 Posts: 3426
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Posted: Mon May 04, 2009 8:43 pm Post subject: |
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| speedbump101 wrote: | Grok87, Am I correct in assuming that as a CFA you are a financial advisor?
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Nope I'm in institutional portfolio management. We get lots of consultants trying to sell us on these models. Sometimes they have fancy names like "black-litterman" and the resampled efficient frontier. But they are all basically mean-variance-covariance models (at least I haven't seen one yet that isn't). These days I just laugh and point to last year.
| speedbump101 wrote: |
If so, when you are tasked with designing a portfolio to accomplish a stated and sustainable future goal, how exactly do you (in general) accomplish this procedure? Inquiring mind here, and a little secret…my fee for service advisor (also a CFA) doesn’t do MC simulations either… or if he does them he won’t admit it . BTW it's really easy to 'play' at financial advising when you have a pro in the background with a kill switch
Funny thing is that MC or no MC the two of us come out with quite similar present day values for future needs… hypothetical though, because I’m already retired.
Learning more about economics, and financial planning has been a huge hobby of mine for some time… If I were starting my working life again I think this would be my chosen field.
Cheers,
SB… |
I guess I'm skeptical of the value of over-engineering things with sophisticated financial tools. I like David Swensen's approach of:
30% US Equity
20% Foreign Equity
20% Real Estate
15% Treasuries
15% TIPs
personally I think it is ok to substitute FDIC insured CDs for all or most of your treasuries.
There are two basic hallmarks of the above approach:
1) Spreading your bets broadly- don't have more than 30% in one asset class- no one really knows how these different asset classes will behave over the next 30-40 years. But they are all intrinsically different enough from each other, and each have an expected risk premium, so you've got a shot at having some real diversification.
2) Forget about correlations over the cycle. Pay attention to the historical periods of stress when the correlations of risky assets tend to go to 1. Pick asset classes that tend to provide diversification in these periods.
cheers, _________________ grok, CFA |
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grok87
Joined: 27 Feb 2007 Posts: 3426
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Posted: Mon May 04, 2009 8:50 pm Post subject: |
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| Verde wrote: | | grok87 wrote: |
The trouble is the correlations aren't stable and the correlations of risky assets tend to go to 1 in times of stress.
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A properly designed simulator would use average correlation (usually based on historic market data measured through bull and bear phases). Surely this average reflects the fluctuations in correlations. Your objection would make sense only if a simulation was solely based on bull market correlations.
Replace "correlations" with "variances" in the above quote - based on your criticism of the use of "stable" correlations in MC simulations should you not have the same objection to the use of "stable" variances. |
Well I think it is really the correlation in periods of stress that matter. In these periods the correlations of risky assets tend to go to 1. Last year for example. Using average correlations understates the risk in those periods I think. THose periods are really the ones that matter from a "minimize your downside risk" perspective.
cheers, _________________ grok, CFA |
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grok87
Joined: 27 Feb 2007 Posts: 3426
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Posted: Mon May 04, 2009 8:52 pm Post subject: |
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| larryswedroe wrote: | grok
Yes we know correlations shift and the other side of your point is that when you have the equity correlations rising you have the high quality fixed income correlation to equities typically turning highly negative. So the MC in that case would overstate the risks. |
Well it would be nice if that were true. Didn't happen last year I don't think, unless you mean treasuries. But I'll check it out for the other periods of stress, 2000-2002, 1981-1982, 1973-75.
cheers, _________________ grok, CFA |
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yobria
Joined: 20 Feb 2007 Posts: 2163 Location: SF CA USA
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Posted: Mon May 04, 2009 9:10 pm Post subject: |
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| magellan wrote: | | The thing is, the tools are what they are. They simply reflect the state of the art. Sure, maybe we should all be more humble about how well the tools can model the uncertainties of the future, but IMO, a cloudy picture is better than none at all. |
The question is: does a complex model of a couldy, distant future do any better than a simple one? I don't think so in this case.
Nick |
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speedbump101

Joined: 18 Oct 2007 Posts: 827 Location: Alberta Canada
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Posted: Mon May 04, 2009 9:28 pm Post subject: |
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| grok87 wrote: |
I guess I'm skeptical of the value of over-engineering things with sophisticated financial tools. I like David Swensen's approach of:
30% US Equity
20% Foreign Equity
20% Real Estate
15% Treasuries
15% TIPs
personally I think it is ok to substitute FDIC insured CDs for all or most of your treasuries.
There are two basic hallmarks of the above approach:
1) Spreading your bets broadly- don't have more than 30% in one asset class- no one really knows how these different asset classes will behave over the next 30-40 years. But they are all intrinsically different enough from each other, and each have an expected risk premium, so you've got a shot at having some real diversification.
2) Forget about correlations over the cycle. Pay attention to the historical periods of stress when the correlations of risky assets tend to go to 1. Pick asset classes that tend to provide diversification in these periods.
cheers, |
Excellent thanks... BTW your thought process is exactly the same as the CFA / advisor who has served me so well... Occasionally holding my feet to the fire, but more often, hitting the kill switch when I start "over engineering" things...
IMHO this last year has cemented my appreciation of having a competent fee based advisor... The time he spent designing our portfolio and educating us about necessary and unnecessary risk has paid off in spades.
Although virtually no one could have accurately predicted the carnage of the past year, I can honestly say that being able to stay the course during this train wreck has been mainly due to our advisor's education and client management skills. We changed nothing, and rebalanced to the model when we hit the bands... Let me tell you it's really hard to sell bonds and buy stock when everyone is predicting the end of the world... we did, and can honestly say I bought low and sold high
What more can I ask from a financial advisor?
SB… _________________ “Knowledge is often mistaken for intelligence. This is like mistaking a cup of milk for a cow."- Bradford K Hull |
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magellan

Joined: 09 Mar 2007 Posts: 979
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Posted: Mon May 04, 2009 10:49 pm Post subject: |
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| yobria wrote: | | magellan wrote: | | The thing is, the tools are what they are. They simply reflect the state of the art. Sure, maybe we should all be more humble about how well the tools can model the uncertainties of the future, but IMO, a cloudy picture is better than none at all. |
The question is: does a complex model of a cloudy, distant future do any better than a simple one? I don't think so in this case. |
It's a fair question. But it takes me back to my original question. If you decide against the complex model in favor of a simple one, what does this "simple one" look like? Is it just some variation of the 4% rule? How much of a retiree's personal information goes into the simple plan? How do current assets, planned savings, risk tolerance, and expected expenses get figured in? Do you consider changes in portfolio composition or spending patterns over the course of the plan?
I'm not trying to be snarky, but I'd like to better understand what people consider the best alternatives to using an MCS based tool.
Thanks,
Jim |
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saurabhec
Joined: 01 Oct 2008 Posts: 1273
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Posted: Mon May 04, 2009 11:10 pm Post subject: |
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| grok87 wrote: |
Well it would be nice if that were true. Didn't happen last year I don't think, unless you mean treasuries. But I'll check it out for the other periods of stress, 2000-2002, 1981-1982, 1973-75.
cheers, |
In 2000-02 Treasuries did do very well in both absolute and relative terms compared to equities as well as in terms of real return. In 1981, same deal, as long as you were in short or intermediate term Treasuries. In 1973-74, short and intermediate term Treasuries had negative real returns, but greatly outperformed equities. So yes, in all of these bear markets with exception of 1973-74, I would say Treasuries had negative correlations with equities. 1973-74 was unique as it saw a burst of unexpected inflation. Had the Treasury allocation included a generous dose of TIPS, the Treasury allocation would have probably shown close to zero correlation with equities. |
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Lbill

Joined: 14 Mar 2008 Posts: 3248
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Posted: Mon May 04, 2009 11:34 pm Post subject: |
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Grok said:
| Quote: | 2) Forget about correlations over the cycle. Pay attention to the historical periods of stress when the correlations of risky assets tend to go to 1. Pick asset classes that tend to provide diversification in these periods.
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| Quote: | | Well I think it is really the correlation in periods of stress that matter. In these periods the correlations of risky assets tend to go to 1. Last year for example. Using average correlations understates the risk in those periods I think. THose periods are really the ones that matter from a "minimize your downside risk" perspective. |
Well, that pretty much agrees with my perspective. As far as I know there is only one "zero-beta" asset (carries no stock market risk). That is gold. Investing in the stuff still makes everyone nervous, but those are just the facts ma'am. Do with them as you will. _________________ I can tolerate risk -- it's losing money that bothers me. |
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logger
Joined: 03 May 2009 Posts: 8
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Posted: Mon May 04, 2009 11:56 pm Post subject: |
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| saurabhec wrote: |
Vanguard apparently has an in-house model that uses a regression based Monte Carlo framework that updates expected returns and correlations for asset classes every quarter and doesn't do historical time pathing like you described above.
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That was really interesting. I'm going to have to read that about 6 more times. Thank you.
I want to push Magellan's question again -- if not Monte Carlo, then what? |
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saurabhec
Joined: 01 Oct 2008 Posts: 1273
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Posted: Tue May 05, 2009 12:29 am Post subject: |
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| logger wrote: | | First, you can use a non-normal (i.e. fat-tail) distribution to generate your synthetic returns -- that's pretty easy. I think more satisfactory would be to bootstrap historical returns. Essentially you would sample historical years (or groups of years) in random order over the lifetime of your investments. |
The former is what the Vanguard paper I posted a link to calls "basic Monte Carlo" and the latter is what it calls "historical time pathing". Their regression based Monte Carlo model generates dynamic estimates of expected returns and standard deviations, based on fundamental drivers such as inflation, yield curve, GDP growth etc. They don't get too detailed about their regression based modelling techniques. |
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yobria
Joined: 20 Feb 2007 Posts: 2163 Location: SF CA USA
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Posted: Tue May 05, 2009 12:53 am Post subject: |
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| magellan wrote: | | It's a fair question. But it takes me back to my original question. If you decide against the complex model in favor of a simple one, what does this "simple one" look like? Is it just some variation of the 4% rule? How much of a retiree's personal information goes into the simple plan? How do current assets, planned savings, risk tolerance, and expected expenses get figured in? Do you consider changes in portfolio composition or spending patterns over the course of the plan? |
Jim, building a model of one's financial life events (years to retirement, assets, etc) is different from using an MC once you've created that model. For example I have a detailed model that shows the assets I expect to have in retirement using typical parameters, eg stocks return 8%, inflation is 2.5%, my savings rises 5%, etc. Say the model spits out $800K in retirement. The only variability I introduce is a single worst case scenario: a 50% stock drop the day I retire, resulting in, say, a $550K port. I deal only with two numbers.
Building variability into the model beyond that - introducing historical correlations, return orders, or thousands of MC sims, isn't going to add further value IMO. It will give me a different number, but I don't believe it will be a better one, since there are so many future unknowns.
Nick |
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magellan

Joined: 09 Mar 2007 Posts: 979
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Posted: Tue May 05, 2009 7:36 am Post subject: |
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| yobria wrote: | | Building variability into the model beyond that - introducing historical correlations, return orders, or thousands of MC sims, isn't going to add further value IMO. It will give me a different number, but I don't believe it will be a better one, since there are so many future unknowns. |
Got it. So the complexity of estimating all the other inputs isn't the concern. In fact, your simple model is nearly identical to my complex one, but with the portfolio standard deviation set to 0. If you were to model your plan with my MC tool and set the portfolio standard deviation to 0, you should get the same answer as your simple tool.
So we're really not that far apart. To some extent you can account for the cost of volatility by just reducing the return a bit. OTOH, I still think that modeling the impact of volatility does add value and although it adds some complexity, it's not that much IMO. The other thing I like about MC models is that by reporting the answer along with a probability, you're saying up front that the answer is uncertain, as opposed to non-probabilistic tools that just say whether the plan works or doesn't.
Jim
(edited to fix typo)
Last edited by magellan on Tue May 05, 2009 8:08 am; edited 1 time in total |
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grok87
Joined: 27 Feb 2007 Posts: 3426
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Posted: Tue May 05, 2009 8:06 am Post subject: |
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| saurabhec wrote: | | grok87 wrote: |
Well it would be nice if that were true. Didn't happen last year I don't think, unless you mean treasuries. But I'll check it out for the other periods of stress, 2000-2002, 1981-1982, 1973-75.
cheers, |
In 2000-02 Treasuries did do very well in both absolute and relative terms compared to equities as well as in terms of real return. In 1981, same deal, as long as you were in short or intermediate term Treasuries. In 1973-74, short and intermediate term Treasuries had negative real returns, but greatly outperformed equities. So yes, in all of these bear markets with exception of 1973-74, I would say Treasuries had negative correlations with equities. 1973-74 was unique as it saw a burst of unexpected inflation. Had the Treasury allocation included a generous dose of TIPS, the Treasury allocation would have probably shown close to zero correlation with equities. |
Thanks! Now that you've got your database open, can you look at corporate bonds and munis for the same periods? are you using simba's spreadsheet? that's what i was planning to look at..
I think that's really the question. I don't think anyone disputed that treasuries are the assets to have in times of financial stress. As I've posted above I'm a fan of Swensen's approach where you put all your bonds in treasuries/tips
cheers, _________________ grok, CFA |
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Rodc
Joined: 26 Jun 2007 Posts: 5394
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Posted: Tue May 05, 2009 8:15 am Post subject: |
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| grok87 wrote: | | speedbump101 wrote: | Grok87, Am I correct in assuming that as a CFA you are a financial advisor?
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Nope I'm in institutional portfolio management. We get lots of consultants trying to sell us on these models. Sometimes they have fancy names like "black-litterman" and the resampled efficient frontier. But they are all basically mean-variance-covariance models (at least I haven't seen one yet that isn't). These days I just laugh and point to last year.
| speedbump101 wrote: |
If so, when you are tasked with designing a portfolio to accomplish a stated and sustainable future goal, how exactly do you (in general) accomplish this procedure? Inquiring mind here, and a little secret…my fee for service advisor (also a CFA) doesn’t do MC simulations either… or if he does them he won’t admit it . BTW it's really easy to 'play' at financial advising when you have a pro in the background with a kill switch
Funny thing is that MC or no MC the two of us come out with quite similar present day values for future needs… hypothetical though, because I’m already retired.
Learning more about economics, and financial planning has been a huge hobby of mine for some time… If I were starting my working life again I think this would be my chosen field.
Cheers,
SB… |
I guess I'm skeptical of the value of over-engineering things with sophisticated financial tools. I like David Swensen's approach of:
30% US Equity
20% Foreign Equity
20% Real Estate
15% Treasuries
15% TIPs
personally I think it is ok to substitute FDIC insured CDs for all or most of your treasuries.
There are two basic hallmarks of the above approach:
1) Spreading your bets broadly- don't have more than 30% in one asset class- no one really knows how these different asset classes will behave over the next 30-40 years. But they are all intrinsically different enough from each other, and each have an expected risk premium, so you've got a shot at having some real diversification.
2) Forget about correlations over the cycle. Pay attention to the historical periods of stress when the correlations of risky assets tend to go to 1. Pick asset classes that tend to provide diversification in these periods.
cheers, |
Agreed. _________________ "all standard caveats apply" |
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grok87
Joined: 27 Feb 2007 Posts: 3426
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Posted: Tue May 05, 2009 8:17 am Post subject: |
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| Lbill wrote: | Grok said:
| Quote: | 2) Forget about correlations over the cycle. Pay attention to the historical periods of stress when the correlations of risky assets tend to go to 1. Pick asset classes that tend to provide diversification in these periods.
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| Quote: | | Well I think it is really the correlation in periods of stress that matter. In these periods the correlations of risky assets tend to go to 1. Last year for example. Using average correlations understates the risk in those periods I think. THose periods are really the ones that matter from a "minimize your downside risk" perspective. |
Well, that pretty much agrees with my perspective. As far as I know there is only one "zero-beta" asset (carries no stock market risk). That is gold. Investing in the stuff still makes everyone nervous, but those are just the facts ma'am. Do with them as you will. |
Well I think the issue with gold is that it is expected to have zero real return. Still there may be a rebalancing bonus I suppose. I think the expected zero real return is why Swensen doesn't recommend gold. I think he would also say to avoid new I-Bonds right now with their 0.1% real return (as of May 1).
cheers, _________________ grok, CFA |
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Valuethinker
Joined: 11 May 2007 Posts: 13357
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Posted: Tue May 05, 2009 8:29 am Post subject: |
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| Lbill wrote: |
Well, that pretty much agrees with my perspective. As far as I know there is only one "zero-beta" asset (carries no stock market risk). That is gold. Investing in the stuff still makes everyone nervous, but those are just the facts ma'am. Do with them as you will. |
I jumped out of my seat when I read that.
AFAIK the only zero beta asset is the risk free government bond. So US Treasury, 10 years, for sake of argument. Or a 10 year TIPS.
I don't know what the beta of gold is, however gold shares *used* to have a negative beta*. I don't think they do, now.
* I was told that by a professor in 1983. However I checked since, and found a beta greater than 1. Funeral homes was the other negative beta share. |
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Rodc
Joined: 26 Jun 2007 Posts: 5394
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Posted: Tue May 05, 2009 8:46 am Post subject: |
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| magellan wrote: | | yobria wrote: | | magellan wrote: | | The thing is, the tools are what they are. They simply reflect the state of the art. Sure, maybe we should all be more humble about how well the tools can model the uncertainties of the future, but IMO, a cloudy picture is better than none at all. |
The question is: does a complex model of a cloudy, distant future do any better than a simple one? I don't think so in this case. |
It's a fair question. But it takes me back to my original question. If you decide against the complex model in favor of a simple one, what does this "simple one" look like? Is it just some variation of the 4% rule? How much of a retiree's personal information goes into the simple plan? How do current assets, planned savings, risk tolerance, and expected expenses get figured in? Do you consider changes in portfolio composition or spending patterns over the course of the plan?
I'm not trying to be snarky, but I'd like to better understand what people consider the best alternatives to using an MCS based tool.
Thanks,
Jim |
I agree with yobria.
In part what is best (or simply good enough) depends on the question being asked.
But often the question being asked simply has no reasonable answer. Life is uncertain, but we humans hate that answer so we look at tea leaves, our palms, the stars, and all sorts of pseudo-scientific prognosticators.
One step up are things like Monte Carlo simulators. If we really had a solid handle on all the inputs MCS would be scientific, but we don't.
If you need to project out 10 years you don't really need a MCS. If you are projecting out decades you will find even if a perfect MCS with all the correct distributions for returns, inflations, etc. never mind likelihood of being down sized at 57, or having medical crisis at 49, or what have you was available would show that the error bars around the mean are so huge that the output is useless, IMHO.
So what to do? Widely diversify, save a good amount, keep expenses under control and keep an eye on things, adjust as things change.
Just like always.
Very few people have any hope of projecting the course of their life from age 30 to age 60, 70, or 80, you just deal with it by making reasonable plans and adjusting along the way. Like it or not that includes investing.
In this case I don't think the fanciest MCS will tell you more than we know there have been 30 year periods where someone investing month by month into a standard balanced portfolio of stocks and bond saw zero real return. There have been shorter periods of great loss. There have been long periods of great performance as well. We know the worst and best that has happened, but we don't know the worst and best that could happen.
Run a fancy MCS and you can learn the above complete with fancy graphics, but you won't learn much more. If you think you see much more, I suggest you are treating MCS much as some treat tea leaves. IMHO. _________________ "all standard caveats apply" |
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Lbill

Joined: 14 Mar 2008 Posts: 3248
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Posted: Tue May 05, 2009 10:34 am Post subject: |
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| Quote: | | AFAIK the only zero beta asset is the risk free government bond. So US Treasury, 10 years, for sake of argument. Or a 10 year TIPS |
Where does that information come from? I'll show you my proof if you show me yours:
| Quote: | | We find that an investment in gold bullion adds no systematic risk to an investor’s portfolio. An estimate of the capital asset pricing model yields a beta that is statistically indifferent from zero. This is consistent with the returns on gold for the period from 1970 |
_________________ I can tolerate risk -- it's losing money that bothers me. |
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magellan

Joined: 09 Mar 2007 Posts: 979
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Posted: Tue May 05, 2009 11:18 am Post subject: |
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| Rodc wrote: | I agree with yobria.
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If you are projecting out decades you will find even if a perfect MCS with all the correct distributions for returns, inflations, etc. never mind likelihood of being down sized at 57, or having medical crisis at 49, or what have you was available would show that the error bars around the mean are so huge that the output is useless, IMHO. |
But I thought yobria was suggesting we should try to model all the future cash-flow complexity, just not the stochastic part? Do you agree with yobria on that? I definitely hear what you're saying about the error bars outweighing the information content, but IMO, just throwing your hands up doesn't cut it. It's easy to just say it's too hard to get a good answer, but I still contend that these tools are much better than nothing.
OTOH, If you're where yobria is, we're mostly disagreeing over a nuance. The fact is, in my Monte Carlo tool, the code for the stochastic element accounts for much less than 1% of the total lines of code in the program. Capturing all the inputs, checking for errors, managing the GUI, and presenting the results are where most of code and complexity lies. FYI, I've posted the source code to the inner simulation loop on my website and provided some additional implementation details here. If you're a programmer, or if you can follow along in the comments, you can see that even in the main simulation loop, most of the complexity has to do with the non-stochastic capabilities of the program.
Jim |
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Rodc
Joined: 26 Jun 2007 Posts: 5394
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Posted: Tue May 05, 2009 11:38 am Post subject: |
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| magellan wrote: | | Rodc wrote: | I agree with yobria.
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If you are projecting out decades you will find even if a perfect MCS with all the correct distributions for returns, inflations, etc. never mind likelihood of being down sized at 57, or having medical crisis at 49, or what have you was available would show that the error bars around the mean are so huge that the output is useless, IMHO. |
But I thought yobria was suggesting we should try to model all the future cash-flow complexity, just not the stochastic part? Do you agree with yobria on that? I definitely hear what you're saying about the error bars outweighing the information content, but IMO, just throwing your hands up doesn't cut it. It's easy to just say it's too hard to get a good answer, but I still contend that these tools are much better than nothing. |
Not agreeing with yobria on all the cash flow stuff. Just:"The question is: does a complex model of a cloudy, distant future do any better than a simple one? I don't think so in this case."
I am not throwing my hands in the air completely, I just don't see much if any extra value in MC models over simply looking at history, looking at what happens if we hit another bad or another good stretch of history.
And if one really believes all the number that come out, MC may actually do harm.
| Quote: | OTOH, If you're where yobria is, we're mostly disagreeing over a nuance. The fact is, in my Monte Carlo tool, the code for the stochastic element accounts for much less than 1% of the total lines of code in the program. Capturing all the inputs, checking for errors, managing the GUI, and presenting the results are where most of code and complexity lies. FYI, I've posted the source code to the inner simulation loop on my website and provided some additional implementation details here. If you're a programmer, or if you can follow along in the comments, you can see that even in the main simulation loop, most of the complexity has to do with the non-stochastic capabilities of the program.
Jim |
I have written several MCS to test a variety of ideas. I don't come to my conclusions lightly. How much code is wrapped around the guts to make fancy GUIs or whatever is immaterial to me; I don't see where that is either here or there.
Here is one point I found interesting. Fidelity has two MCS simulators that use the same guts for the investment part. But the "simple one" uses one notion of inflation, the more complicated one has medical inflation pegged at (IIRC) 7%. With that one difference I will very like die in my old age a multi-millionaire! or, using the other I am highly likely to be broke by about age 80.
Starting from age 50 (when I ran them).
Put in a bit of "reversion to the mean" and you get very different answers as opposed to assuming each year is independent.
In my opinion, MCS are great fun as toys, not so great as tools. Well, that may be too harsh, but I don't see any real value you can't get by just looking at history and doing a few simply calculations. _________________ "all standard caveats apply" |
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saurabhec
Joined: 01 Oct 2008 Posts: 1273
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Posted: Tue May 05, 2009 12:08 pm Post subject: |
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| grok87 wrote: |
Thanks! Now that you've got your database open, can you look at corporate bonds and munis for the same periods? are you using simba's spreadsheet? that's what i was planning to look at..
I think that's really the question. I don't think anyone disputed that treasuries are the assets to have in times of financial stress. As I've posted above I'm a fan of Swensen's approach where you put all your bonds in treasuries/tips
cheers, |
I was just looking at returns on the Vanguard website for relevant funds (they go back to 1994 with annual data) and the spreadsheet Simba posted with historical information for Vanguard funds since 1973.
Corporate bonds and munis performed very similarly to Treasuries in terms of total calendar year returns in 2000-02. In 1981 you got killed with munis relative to Treasuries, but I think that was a one-off because of the Reagan tax cuts. Don't know how corporates did in 1981 or 73-74. |
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ken250

Joined: 26 Feb 2007 Posts: 1894 Location: US-101
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Posted: Tue May 05, 2009 12:22 pm Post subject: |
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It's pretty easy to wave one's hand and tell someone to be prepared to lose every red cent they've put into the market or tell them they'll earn 10% per year. The cynical customers probably have already faced the possibility of losing everything and the optimists are already expecting 10% per year.
Maybe an MCS is a waste of time for those customer types.
But what about people who can't decide on going 80/20 vs 50/50, or how that choice will impact meeting their needs? Seems to me an MCS could be useful in this case, assuming the customer understands the results are based on combinations of historical returns. |
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Rodc
Joined: 26 Jun 2007 Posts: 5394
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Posted: Tue May 05, 2009 12:49 pm Post subject: |
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| ken250 wrote: | It's pretty easy to wave one's hand and tell someone to be prepared to lose every red cent they've put into the market or tell them they'll earn 10% per year. The cynical customers probably have already faced the possibility of losing everything and the optimists are already expecting 10% per year.
Maybe an MCS is a waste of time for those customer types.
But what about people who can't decide on going 80/20 vs 50/50, or how that choice will impact meeting their needs? Seems to me an MCS could be useful in this case, assuming the customer understands the results are based on combinations of historical returns. |
Bold added.
I don't think that is bad. But, I think you can do the same thing with a sliding window over history and skip the MCS.
If one is trying to tease out more than you can get by looking at history and adding some good sized caveats on top of that, they are likely to be lead to believing they know more than they really do. IMHO.
You parents may have run into this. A good doc does not care what temperature your child is running to any great precision. Is the child's temp about normal? Kind of warm? Or, burning up? Three or four gradation are all that matter; any more precision than that is just noise.
Same thing here. _________________ "all standard caveats apply" |
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nisiprius

Joined: 26 Jul 2007 Posts: 9706 Location: North America; Western Hemisphere; the Earth; the Solar System; the Universe; the Mind of God
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Posted: Tue May 05, 2009 12:58 pm Post subject: |
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| Petrocelli wrote: | | The funny thing is that alot of posts on this thread assume that there is an average investor out there who is using a Monte Carlo simulator. I'd guess that most people who use MC simulators are sophisticated enough to know that they are simply estimates, not guarantees. | I believe that most people in Fidelity-sponsored 401(k) programs get offered a "free" annual "retirement checkup." In the one I went to, a good part of the session consisted of a CFP walking me through Fidelity's "Retirement Income Planner," which is a Monte Carlo simulator tools.
A lot of people get access to Financial Engines' tools, which are... a Monte Carlo simulator.
I suspect a lot of people are exposed to Monte Carlo simulation these days. One thing I have to admit, it's way, way better than the old-fashioned retirement worksheet where they ask you to guess at stock market real returns over the next twenty years and inflation over the next twenty years... while helpfully providing information to anchor your guess, so that probably 99% of people filling out the worksheet choose 7% real for stocks and a 3% inflation rate... and then planning as if those numbers were all-but-guaranteed.
I did the Retirement Income Planner exercise with Fidelity in 2007. And I played extensively with that tool before and after the "checkup." The funny thing was that part of me was saying "This is being insanely overprecise. It needs to be taken with a ten-pound sack of Halite." While other part of me was "into it" and spending literally hours tweaking this, adjusting that, and seeing if I could get it to come out "right." _________________ Annual income twenty pounds, annual expenditure nineteen nineteen and six, result happiness; Annual income twenty pounds, annual expenditure twenty pounds ought and six, result misery. |
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ken250

Joined: 26 Feb 2007 Posts: 1894 Location: US-101
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Posted: Tue May 05, 2009 1:04 pm Post subject: |
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I didn't mean to imply precision, this caution would have to be impressed on the customer...historical returns, future may not be like the past, unpredictable markets, etc. In fact the whole investment process has to be undertaken with those warnings.
Again, not to imply precision...For example, a couple has a long time horizon and they're saving for retirement. The MCS might show that there's a 20% chance of the 50/50 of not meeting the target, while the 80/20 only has a 5% chance of not hitting it. This might encourage them to be more aggressive, not necessarily adopting 80/20 but going more aggressive than 50/50.
I do think the use of tools has to be undertaken on a case by case basis though. If you get a grognard as a customer computer-generated output could really turn him off to the process, if you and he have a good relationship then a good honest face-to-face might be preferable. |
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speedbump101

Joined: 18 Oct 2007 Posts: 827 Location: Alberta Canada
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Posted: Tue May 05, 2009 1:31 pm Post subject: |
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Interesting thread...
All... How would you handle this real life senario?
1) Age xxx with xxx years until planned retirement.
2) xxx dollars currently saved.
3) He / she wants to know the annual contributions and AA required to reach the critical portfolio size to allow for xxx yrs of inflation protected retirement with a high probability of success.
I can think of two methods of approaching this problem:
1) the 4% SWR (Trinity study)
2) a MC simulation
Is there a better, or at least a different way of approaching this problem? Or maybe a better question is, how are you approaching this universal problem?
SB... _________________ “Knowledge is often mistaken for intelligence. This is like mistaking a cup of milk for a cow."- Bradford K Hull
Last edited by speedbump101 on Tue May 05, 2009 1:38 pm; edited 1 time in total |
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grok87
Joined: 27 Feb 2007 Posts: 3426
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Posted: Tue May 05, 2009 1:36 pm Post subject: |
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| saurabhec wrote: | | grok87 wrote: |
Thanks! Now that you've got your database open, can you look at corporate bonds and munis for the same periods? are you using simba's spreadsheet? that's what i was planning to look at..
I think that's really the question. I don't think anyone disputed that treasuries are the assets to have in times of financial stress. As I've posted above I'm a fan of Swensen's approach where you put all your bonds in treasuries/tips
cheers, |
I was just looking at returns on the Vanguard website for relevant funds (they go back to 1994 with annual data) and the spreadsheet Simba posted with historical information for Vanguard funds since 1973.
Corporate bonds and munis performed very similarly to Treasuries in terms of total calendar year returns in 2000-02. In 1981 you got killed with munis relative to Treasuries, but I think that was a one-off because of the Reagan tax cuts. Don't know how corporates did in 1981 or 73-74. |
Thanks- I'll check it out tonite maybe if I get a chance. Re munis in 1981 being a one-off, well munis got killed relative to treasuries last year. So 1981 wasn't a one-off!
Note- full disclosure, I actually have some munis- I bought them before the 2007-2008 financial crisis and I have just hung on. I didn't really understand what Swensen was talking about when I read his book in 2006 when he said to skip munis and stick to treasuries/TIPs for your bond allocation. Now I get it!
cheers, _________________ grok, CFA |
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nisiprius

Joined: 26 Jul 2007 Posts: 9706 Location: North America; Western Hemisphere; the Earth; the Solar System; the Universe; the Mind of God
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Posted: Tue May 05, 2009 2:01 pm Post subject: |
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| speedbump101 wrote: | Interesting thread...
All... How would you handle this real life senario?
1) Age xxx with xxx years until planned retirement.
2) xxx dollars currently saved.
3) He / she wants to know the annual contributions and AA required to reach the critical portfolio size to allow for xxx yrs of inflation protected retirement with a high probability of success.
I can think of two methods of approaching this problem:
1) the 4% SWR (Trinity study)
2) a MC simulation
Is there a better, or at least a different way of approaching this problem? Or maybe a better question is, how are you approaching this universal problem?
SB... | You are implicitly assuming that they have already decided that their retirement strategy involves stock market investments. Nothing is certain in life, but there are valid strategies that have much lower risk and therefore much less need for Monte Carlo simulation. For example, a strategy that relies heavily on a) saving a lot, in a low-volatility "savings" vehicle such as bank accounts, TIPS, and series I savings bonds; b) setting realistic goals; c) making heavy use of longevity-insured products such as single-premium immediate annuities to manage longevity risk.
I'm not saying it's The Answer, or The Answer For Everyone, or The Only Answer.
I am saying that we've been all-but-brainwashed over the last few decades to think that individual accumulation in a high-equity-allocation portfolio, followed by individual withdrawal from the same portfolio, is The Answer, The Answer For Everyone, and The Only Answer.
If you don't like the "probability of achieving your goals" with some strategy, move the goalposts. Your goals are, or should be, your own. The financial-advice community has been seducing everyone into setting goals that cannot be met with low-risk investments, and then seducing people into drawing the logically fallacious conclusion that therefore, they should accept high-risk investments (rather than changing their goals). It's akin to seducing everyone into accepting debt because it's the only way to buy stuff you can't afford, rather than not buying stuff you can't afford. _________________ Annual income twenty pounds, annual expenditure nineteen nineteen and six, result happiness; Annual income twenty pounds, annual expenditure twenty pounds ought and six, result misery. |
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Lbill

Joined: 14 Mar 2008 Posts: 3248
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Posted: Tue May 05, 2009 2:17 pm Post subject: |
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Nisiprius - I agree with your view. Two rules I try to keep in mind:
1. Don't take any more risk than necessary to reach your investment goals; i.e, don't load up on too much equity in your portfolio.
2. If your investment goals entail taking on a lot of risk, then you should consider changing your goals; i.e., if you have to take on more than a modest helping of stocks in your portfolio then either (a) get a higher paying job and/or retire later or (b) rethink your desired standard of living in retirement. A lot of boomers playing catchup with a stock-heavy portfolio got slaughtered in 2007-2008. They learned the hard way.
The idea that anybody should have more than one-half their investment assets (I prefer no more than one-quarter) in stocks is a bad idea IMO - unless they can afford to lose that money. Milevsky recommends taking a look at how much your portfolio can lose over the next 3 years in the worst-case scenario (odds less than 1 out of 100). If taking that loss would be psychologically damaging to you, or would seriously impair your ability to reach your income goals in current, or future, retirement then you probably have a portfolio that is too risky for you. And remember that the riskiness of stocks does not decline over time. As Samuelson recommends, you should not invest any more in stocks over the long run than you would be willing to lose over the short run. _________________ I can tolerate risk -- it's losing money that bothers me. |
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ken250

Joined: 26 Feb 2007 Posts: 1894 Location: US-101
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Posted: Tue May 05, 2009 2:32 pm Post subject: |
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speedbump,
There's 2 steps, greatly simplified.
1) First you need to determine how much you'll need at retirement, call that R. R will support your yearly inflation adjusted income needs, and also take into consideration how much you want to leave behind.
2) In order to meet R at retirement you need to figure out much you have now and how much more you can add.
It all boils down to gathering inputs, estimating retirement needs, making reasonable/conservative assumptions for returns and inflation, knowing your time horizon, etc. Once you collect all this you're faced with a few Time Value of Money problems.
Once you know the returns you'll need in accumulation and in retirement you can go about designing those 2 portfolios.
Last edited by ken250 on Tue May 05, 2009 2:34 pm; edited 1 time in total |
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saurabhec
Joined: 01 Oct 2008 Posts: 1273
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Posted: Tue May 05, 2009 2:33 pm Post subject: |
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| grok87 wrote: |
Thanks- I'll check it out tonite maybe if I get a chance. Re munis in 1981 being a one-off, well munis got killed relative to treasuries last year. So 1981 wasn't a one-off!
Note- full disclosure, I actually have some munis- I bought them before the 2007-2008 financial crisis and I have just hung on. I didn't really understand what Swensen was talking about when I read his book in 2006 when he said to skip munis and stick to treasuries/TIPs for your bond allocation. Now I get it!
cheers, |
1981 is an example of the tax legislation risk in munis, which is a idiosyncratic risk pretty much uncorrelated with anything else in the bond market. In 1981, the relief from lower taxes would have made the losses on muni bond funds not hurt as much.
2008 muni performance was hardly terrible, esp on the short end. Bond funds can and do lose money in equity bear markets, even Treasuries have done so on occasion, and in 2008 short-to-intermediate Munis lost less than TIPS.
I am a big fan of Swensen's advice to stick to default free bond investments, but in circa 2009 Treasury bonds simply aren't offering attractive risk/reward that balances out returns vs inflation risk. I don't have any nominal Treasury holding at all. Especially on the short end of the yield curve there is simply no reward. I am holding corporate bond funds instead of nominal Trasuries. |
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Lbill

Joined: 14 Mar 2008 Posts: 3248
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Posted: Tue May 05, 2009 2:40 pm Post subject: |
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| Quote: | | I am a big fan of Swensen's advice to stick to default free bond investments |
Is there such a thing? Default free until they default. Anything is possible. _________________ I can tolerate risk -- it's losing money that bothers me. |
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larryswedroe
Joined: 22 Feb 2007 Posts: 5419 Location: St Louis MO
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Posted: Tue May 05, 2009 3:39 pm Post subject: |
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few thoughts
First history is one set of returns. They could have played out differently--even the same long term returns but different order matters when in withdrawal. Thus those relying on history may be understating risks
Second, as I noted earlier there is often more than one goal--besides not being broke while alive--many investors have other goals like a bequeth of a certain size and the AA impacts the two different in terms of odds of success. If not an MC how else?
Third, as also noted by others the fat tails tend to show up more in the very short term data. As you look at longer periods they tend to be less of an issue. One reason is corrective actions are taken to offset them (countercyclical policy). Not a guarantee of course.
MC not perfect but the enemy of the good is often the perfect |
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grok87
Joined: 27 Feb 2007 Posts: 3426
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Posted: Tue May 05, 2009 4:20 pm Post subject: |
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| saurabhec wrote: | | grok87 wrote: |
Thanks- I'll check it out tonite maybe if I get a chance. Re munis in 1981 being a one-off, well munis got killed relative to treasuries last year. So 1981 wasn't a one-off!
Note- full disclosure, I actually have some munis- I bought them before the 2007-2008 financial crisis and I have just hung on. I didn't really understand what Swensen was talking about when I read his book in 2006 when he said to skip munis and stick to treasuries/TIPs for your bond allocation. Now I get it!
cheers, |
1981 is an example of the tax legislation risk in munis, which is a idiosyncratic risk pretty much uncorrelated with anything else in the bond market. In 1981, the relief from lower taxes would have made the losses on muni bond funds not hurt as much.
2008 muni performance was hardly terrible, esp on the short end. Bond funds can and do lose money in equity bear markets, even Treasuries have done so on occasion, and in 2008 short-to-intermediate Munis lost less than TIPS.
I am a big fan of Swensen's advice to stick to default free bond investments, but in circa 2009 Treasury bonds simply aren't offering attractive risk/reward that balances out returns vs inflation risk. I don't have any nominal Treasury holding at all. Especially on the short end of the yield curve there is simply no reward. I am holding corporate bond funds instead of nominal Trasuries. |
Here are the stats for 2008
FIBIX- fidelity spartan intermediate treasury index: 16.2%
Vanguard intermed term tax exempt: -0.1%
So munis underperformed treasuries by 16%! Ouch.
I think it is a mistake to focus on the fact that munis broke even in 2008 rather than that they underperformed treasuries by 16%. THe whole point of bonds is to provide diversification to stocks. Stocks got killed in 2008. You really needed that diversification from bonds to help you out. Treasuries came through in spades. Munis failed miserably.
Personally I would be in FDIC insured cds these days rather than corporates. Pen Fed has a 5 year cd yielding 4%. The Vanguard short term investment grade bond fund is yielding 4.94% and the vanguard intermediate term investment grade bond fund is yielding 5.71%. If you did 50/50 in the two investment grade funds you'd probably have the same duration as that PenFed CD and have a yield of 5.38%, or 1.38% more than the Pen Fed CD. So is it worth 1.38% to give up the full faith and credit of the US treasury backing of the CD in favor of being exposed to corporate credit risk? Not for me...
cheers, _________________ grok, CFA |
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saurabhec
Joined: 01 Oct 2008 Posts: 1273
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Posted: Tue May 05, 2009 4:45 pm Post subject: |
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| grok87 wrote: |
Here are the stats for 2008
FIBIX- fidelity spartan intermediate treasury index: 16.2%
Vanguard intermed term tax exempt: -0.1%
So munis underperformed treasuries by 16%! Ouch.
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Grok87,
I will note that your comparision above is a strawman that has little to do with what I wrote. I said that short and intermediate maturity munis outperformed TIPS. You can verify this pretty easily by comparing the returns of the relevant Vanguard funds. I hold no brief for munis over treasuries, but I would like to see what I said not be twisted in a misleading way. |
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Rodc
Joined: 26 Jun 2007 Posts: 5394
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Posted: Tue May 05, 2009 4:51 pm Post subject: |
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| larryswedroe wrote: | few thoughts
First history is one set of returns. They could have played out differently--even the same long term returns but different order matters when in withdrawal. Thus those relying on history may be understating risks
Second, as I noted earlier there is often more than one goal--besides not being broke while alive--many investors have other goals like a bequeth of a certain size and the AA impacts the two different in terms of odds of success. If not an MC how else?
Third, as also noted by others the fat tails tend to show up more in the very short term data. As you look at longer periods they tend to be less of an issue. One reason is corrective actions are taken to offset them (countercyclical policy). Not a guarantee of course.
MC not perfect but the enemy of the good is often the perfect |
Seems to me the same sorts of issues arise no matter where you look. If you are foolish you are foolish. If not, most any sensible solution will work (enemy of the good and all that).
Most definitely if you think history is all that could have happened you are in trouble. If you think MCS really fills in the gaps, you are in trouble. Either way you have to understand both are likely to fail to show you any great amount if real detail. You can maybe (maybe) figure out what a sort of bad, or sort of good period will look like with either approach. Neither is likely to show you the worst or best that might happen.
As to fat tails in short but not long term data, how many independent long term periods do you reckon we have? Hard to find fat tails in a dataset of 3 or 4 points (even if you repeat combinations of them a hundred times). _________________ "all standard caveats apply" |
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saurabhec
Joined: 01 Oct 2008 Posts: 1273
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Posted: Tue May 05, 2009 5:15 pm Post subject: |
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| grok87 wrote: | Personally I would be in FDIC insured cds these days rather than corporates. Pen Fed has a 5 year cd yielding 4%. The Vanguard short term investment grade bond fund is yielding 4.94% and the vanguard intermediate term investment grade bond fund is yielding 5.71%. If you did 50/50 in the two investment grade funds you'd probably have the same duration as that PenFed CD and have a yield of 5.38%, or 1.38% more than the Pen Fed CD. So is it worth 1.38% to give up the full faith and credit of the US treasury backing of the CD in favor of being exposed to corporate credit risk? Not for me...
cheers, |
The reason I don't like CDs is because of the early withdrawal penalties. It also makes reblancing one's portfolio harder.
In general rule my preferences with fixed income investing are:
1. If at all possible stick to only short-term nominal Treasuries and TIPS (OK with intermediate maturities for TIPS) in my tax-deferred accounts
2. If still need more bonds in tax deferred, then go to short-term corporates
3. If still need more bonds in taxable accounts, then go to short-term munis
The two exceptions I have made to the above rules this year are:
- Substituted a mix of short and intermediate term corporates for nominal Treasuries
- In one non-retirement account I used intermediate-term munis instead of short-term (used for a more intermediate term savings goal with a 10-15 year horizon) |
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grok87
Joined: 27 Feb 2007 Posts: 3426
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Posted: Tue May 05, 2009 6:25 pm Post subject: |
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| saurabhec wrote: | | grok87 wrote: | Personally I would be in FDIC insured cds these days rather than corporates. Pen Fed has a 5 year cd yielding 4%. The Vanguard short term investment grade bond fund is yielding 4.94% and the vanguard intermediate term investment grade bond fund is yielding 5.71%. If you did 50/50 in the two investment grade funds you'd probably have the same duration as that PenFed CD and have a yield of 5.38%, or 1.38% more than the Pen Fed CD. So is it worth 1.38% to give up the full faith and credit of the US treasury backing of the CD in favor of being exposed to corporate credit risk? Not for me...
cheers, |
The reason I don't like CDs is because of the early withdrawal penalties. It also makes reblancing one's portfolio harder.
In general rule my preferences with fixed income investing are:
1. If at all possible stick to only short-term nominal Treasuries and TIPS (OK with intermediate maturities for TIPS) in my tax-deferred accounts
2. If still need more bonds in tax deferred, then go to short-term corporates
3. If still need more bonds in taxable accounts, then go to short-term munis
The two exceptions I have made to the above rules this year are:
- Substituted a mix of short and intermediate term corporates for nominal Treasuries
- In one non-retirement account I used intermediate-term munis instead of short-term (used for a more intermediate term savings goal with a 10-15 year horizon) |
Agree about the early withdrawal penalties. You might try brokerage cds but you'll probably get killed on the bid ask spreads if you sell early.
cheers, _________________ grok, CFA |
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will23
Joined: 16 Mar 2009 Posts: 92
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Posted: Tue May 05, 2009 11:39 pm Post subject: |
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| yobria wrote: |
Jim, building a model of one's financial life events (years to retirement, assets, etc) is different from using an MC once you've created that model. For example I have a detailed model that shows the assets I expect to have in retirement using typical parameters, eg stocks return 8%, inflation is 2.5%, my savings rises 5%, etc. Say the model spits out $800K in retirement. The only variability I introduce is a single worst case scenario: a 50% stock drop the day I retire, resulting in, say, a $550K port. I deal only with two numbers.
Building variability into the model beyond that - introducing historical correlations, return orders, or thousands of MC sims, isn't going to add further value IMO. It will give me a different number, but I don't believe it will be a better one, since there are so many future unknowns.
Nick |
What you describe is a stress test or scenario test. These are very useful tools, and probably superior to MC for what you're trying to answer ("will I be able to retire even if something bad happens"). Personally I'd assume a lot worse than 50%...
You are absolutely right that a MC sim is not going to give you a better number. That is not its primary purpose, although it is often marketed as such. It's equally true that a hammer will drive in a nail better than a screwdriver, but this does not say much about a screwdrivers utility. The value of a MC simulation is it can help one understand and limit the probability and severity of the worst case events. There are three places this can be especially helpful in retirement planning: making diversification decisions; determining whether to guarantee some income (by postponing ss, purchasing TIPS, or buying an SPIA); and deciding on an adaptive withdrawal strategy. I don't see how scenario testing gives any insight into these sorts of questions. |
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Rodc
Joined: 26 Jun 2007 Posts: 5394
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Posted: Wed May 06, 2009 8:50 am Post subject: |
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| will23 wrote: | | yobria wrote: |
Jim, building a model of one's financial life events (years to retirement, assets, etc) is different from using an MC once you've created that model. For example I have a detailed model that shows the assets I expect to have in retirement using typical parameters, eg stocks return 8%, inflation is 2.5%, my savings rises 5%, etc. Say the model spits out $800K in retirement. The only variability I introduce is a single worst case scenario: a 50% stock drop the day I retire, resulting in, say, a $550K port. I deal only with two numbers.
Building variability into the model beyond that - introducing historical correlations, return orders, or thousands of MC sims, isn't going to add further value IMO. It will give me a different number, but I don't believe it will be a better one, since there are so many future unknowns.
Nick |
What you describe is a stress test or scenario test. These are very useful tools, and probably superior to MC for what you're trying to answer ("will I be able to retire even if something bad happens"). Personally I'd assume a lot worse than 50%...
You are absolutely right that a MC sim is not going to give you a better number. That is not its primary purpose, although it is often marketed as such. It's equally true that a hammer will drive in a nail better than a screwdriver, but this does not say much about a screwdrivers utility. The value of a MC simulation is it can help one understand and limit the probability and severity of the worst case events. There are three places this can be especially helpful in retirement planning: making diversification decisions; determining whether to guarantee some income (by postponing ss, purchasing TIPS, or buying an SPIA); and deciding on an adaptive withdrawal strategy. I don't see how scenario testing gives any insight into these sorts of questions. |
I strongly disagree. This is exactly the problem. People believing that Monte Carlo simulators can give worst case events, people believing that MCS can provide subtle answers to questions about the benefits of fine tuning diversification, etc.
To do that you need nearly perfect covariance models and they almost certainly need to be dynamic as we know that under stress the correlations move together towards 1. You also need to include things like a reversion to the mean force (well at least if it exists, does it? No one really knows), valuation based covariance models (based on what P/E10, Tobin's q, something else, none of which is well understood).
One of the benefits of building a set of slightly different Monte Carlo models for your own use, as opposed to running someone else's, and running them with slightly different assumptions is you learn the answers are highly dependent on those assumptions - small changes to inputs leads to large changes in output. You simply cannot get real information about subtle questions with models that are sensitive to inputs which are known to less than one significant digit. _________________ "all standard caveats apply" |
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will23
Joined: 16 Mar 2009 Posts: 92
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Posted: Wed May 06, 2009 10:41 pm Post subject: |
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| Rodc wrote: |
I strongly disagree. This is exactly the problem. People believing that Monte Carlo simulators can give worst case events, people believing that MCS can provide subtle answers to questions about the benefits of fine tuning diversification, etc.
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Your taking my statements further than I meant them to go, all I am arguing is that MCS has a place when done properly. I agree that MCS don't give worst case events. I'll repeat what I said but with emphasis, the value of a MC simulation is it can help one understand and limit the probability and severity of the worst case events. IMO, it should be used with fat-tailed distributions and alongside other tools like stress-testing under Japan-like equity scenarios, etc.,
Financial risk is too complicated for any tool to "give" or "provide" a clear answer, but MCS can provide useful information about risk and return.
| Quote: |
To do that you need nearly perfect covariance models and they almost certainly need to be dynamic as we know that under stress the correlations move together towards 1. You also need to include things like a reversion to the mean force (well at least if it exists, does it? No one really knows), valuation based covariance models (based on what P/E10, Tobin's q, something else, none of which is well understood).
|
Agreed, fine tuning allocations is largely a waste of time unless you know the future, I wouldn't use MC simulation to decide whether to hold 15 vs. 16% of their retirement holdings in hog futures. I would use it as a tool to help understand whether holding hog futures, commodities, gold, TIPS, stocks, cash, etc., reduce the chances of me running out of money in retirement.
| Quote: |
One of the benefits of building a set of slightly different Monte Carlo models for your own use, as opposed to running someone else's, and running them with slightly different assumptions is you learn the answers are highly dependent on those assumptions - small changes to inputs leads to large changes in output. You simply cannot get real information about subtle questions with models that are sensitive to inputs which are known to less than one significant digit. |
IMO, this statement actually helps to illustrate some of MC simulations value. Run MC simulations on a common retirement allocation 35/65 using 4% withdraw rate, and yes the results are very sensitive to the model and parameters which in itself helps you understand the risks. Now assume that the portfolio invests 1/2 in an SPIA and 1/2 in an 80/20 mix and withdraws the same initial dollar amount; the MC simulation will help you understand that this portfolio has less variability in outcomes that a pure 35/65 portfolio and is less sensitive to assumptions. I maintain that this makes MC a useful tool in understanding and limiting risks associated with worst-case scenarios.
I am not aware of any single tool that gives a clear picture of risk, but I'd be happy to learn. In this thread several useful tools have been discussed. the basic exponential model which helps understand how savings and rate of return impact lifetime accumulation, the stress test which help make single extreme events more concrete, and MC simulations which help one understand the impact of financial decisions over a long period of time. |
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speedbump101

Joined: 18 Oct 2007 Posts: 827 Location: Alberta Canada
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Posted: Thu May 07, 2009 12:12 am Post subject: |
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Do you think? .... naw, no way!
CBS Money Watch
SB... _________________ “Knowledge is often mistaken for intelligence. This is like mistaking a cup of milk for a cow."- Bradford K Hull |
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tadamsmar

Joined: 07 May 2007 Posts: 2474
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Posted: Fri May 08, 2009 8:58 am Post subject: |
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| What does gauge extreme events in markets? |
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Rodc
Joined: 26 Jun 2007 Posts: 5394
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Posted: Fri May 08, 2009 9:07 am Post subject: |
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| tadamsmar wrote: | | What does gauge extreme events in markets? |
The only limit is your imagination...
 _________________ "all standard caveats apply" |
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tadamsmar

Joined: 07 May 2007 Posts: 2474
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Posted: Fri May 08, 2009 9:24 am Post subject: |
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I think focusing on the fact that MC cannot gauge extreme events represents the failure to gauge the problems of the OP citation and, indeed, a common confusion among investors, including many Bogleheads.
The citation in the OP claims that MC did not identify events as extreme as last year's market downturn. That might be true of MC based on normal distributions, but it is clearly false for some that use historical distributions like the Trinity Study (and financialengines probably but I have not check that one.)
I reviewed my Diehard plan after last year's downturn. The most interesting insight I had from this was that the MC sources for the plan did take events as extreme as last year's downturn into account and was robust against events of that magnitude.
However, one problem I saw was failure to gauge the difference between an MC study and a retirement plan. The Trinity Study studies the ratio of nest egg at retirement vs burn rate during retirement. You can use the study to estimate the size of the nest egg you need at retirement. However, it does not solve the problem of having that nest egg available on a fixed retirement date given the tendancy of markets to fluxuate. |
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grayfox

Joined: 15 Sep 2007 Posts: 1936 Location: Anytown, USA
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Posted: Fri May 08, 2009 9:47 am Post subject: |
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I don't see what the problem is. Just run the MC simulation, print out a nice report with fancy color charts, leather-bound with gold-leaf lettering, and give the client a multi-media powerpoint presentation with surround sound in a fancy conference room with a huge mahogany conference table. Then just print the signature below in fine print on page 147. That should cover it. _________________ Information is provided "as is" without expressed or implied warranty of any kind including warranties of merchantability or fitness of use. For entertainment or educational purposes only. |
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drjdpowell

Joined: 01 Mar 2007 Posts: 876
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Posted: Fri May 08, 2009 12:30 pm Post subject: |
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| tadamsmar wrote: | | That might be true of MC based on normal distributions... |
Not really true of Monte Carlo calculations using reasonably estimated normal distributions either. Last year's negative return was only around -2 to -2.5 standard deviations, something one expects to see on average about twice in a lifetime. Not all that "extreme".
-- James |
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