Darren 🥚🐣🕊️ Profile picture
Sep 9, 2021 10 tweets 7 min read Read on X
1/ Explaining the Recent Failure of Value Investing (Lev, Srivastava)

"We identify two reasons for the failure of value investing: (1) accounting deficiencies and (2) fundamental economic developments which slowed down mean reversion of value & glamour."

papers.ssrn.com/sol3/papers.cf… Image
2/ "The value strategy had already lost much of its potency in the late 1980s and yielded negative returns in the 1990s, barring a brief resurgence in 2000-2006.

"The expensing of intangibles started to have a major effect on book values and earnings in the late 1980s." ImageImage
3/ "The effect of our intangibles book-value adjustments are more pronounced for glamour than for value stocks. Among glamour stocks, our adjustments had a larger effect on small than large companies, since small, high-growth glamour firms tend to invest heavily in intangibles." ImageImageImageImage
4/ "We also adjusted the earnings of P/E, adding back to earnings the annual R&D expense and the part of SG&A related to intangibles and subtracting from earnings the annual amortization of the R&D and SG&A capitals. The improvement was substantially lower than for book values." ImageImage
5/ "In any case, whether guided by the M/B ratio or the P/E ratio, the recent 10-12 years' returns from value investing were unusually low, leading us to continue the quest for the reasons for the recent failure of value investing."
6/ "All our measures indicate a substantial slowdown of the mean reversion of both value and glamour stock in the past 12 years, accounting for much of the decline of the profitability of value investing." ImageImageImage
7/ "By practically any measure of operating performance, the profitability of value firms deteriorated sharply since the financial crisis and remained at a historically low level up to the present [2018]." ImageImageImage
8/ "Without internal funds and with very limited access to the stock and debt markets, most value firms were unable in recent years to pick themselves up.

"Investment in this group of poor performers, trapped in low-valuation, was a losing proposition from 2007 to 2018." ImageImageImage
9/ "Overall, internal investments in traditional intangibles, like R&D, brands, information technology, and tangible investments, as well as the lesser visible investments in organization capital, or management, were the main drivers of growth in market value from 2008 to 2017." ImageImageImage
10/ Related reading:

Will value survive its long winter?


Resurrecting the Value Premium


Factor Performance 2010-2019: A Lost Decade?


Is (Systematic) Value Investing Dead? (thread)

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More from @ReformedTrader

Apr 25
1/ Moneyball: The Art of Winning an Unfair Game (Michael Lewis)

"Baseball was at the center of a story about the possibilities—and limits—of reason. It showed how an unscientific culture responds (or fails to respond) to the scientific method." (p. xiv)

amazon.com/Moneyball-Art-…Image
2/ "A small group of undervalued professional players & executives, many of whom had been rejected as unfit for the big leagues, turned themselves into one of the most successful franchises.

"How did one of the poorest teams, the Oakland Athletics, win so many games?" (p. xi)
3/ "Hitting statistics were abundant & had, for James, the powers of language. They were, in his Teutonic coinage, 'imagenumbers.' Literary material. When you read them, they called to mind pictures. He wrote... 'To get 191 hits in a season demands (or seems to) a consistency...
Read 6 tweets
Feb 4
New papers: February 2025
(I haven't read these, but the abstracts look interesting.)

Does Trend-Following Still Work on Stocks?
papers.ssrn.com/sol3/papers.cf…

Application of the Kelly Criterion to Prediction Markets
semanticscholar.org/paper/Applicat…

Jan 2025 edition:
x.com/ReformedTrader…
December Effect in Option Returns
papers.ssrn.com/sol3/papers.cf…

Unintended Consequences of Rebalancing
papers.ssrn.com/sol3/papers.cf…

Speculate against Speculative Demand
semanticscholar.org/paper/Speculat…

Seasonality Patterns in the Crisis Hedge Portfolios (Quantpedia)
quantpedia.com/seasonality-pa…
Bank Fragility After Mergers
papers.ssrn.com/sol3/papers.cf…

Mutual Fund Investors and the Economic Cost of Seeking Alpha
papers.ssrn.com/sol3/papers.cf…

Stock split signaling: Evidence from short interest
papers.ssrn.com/sol3/papers.cf…
Read 15 tweets
May 18, 2024
1/ Skewness and kurtosis

* Everything has excess kurtosis
* Unlike market returns, individual stocks aren't negatively skewed
* Option prices underestimate kurtosis and overestimate negative skewness
* Implied moments don't consistently predict stock returns
* Sell options?? Image
2/ Asset classes have fat tails, and most have negative skewness.

Kurtosis & expected returns


Kurtosis-Based vs Volatility-Based Asset Allocation


Impact of Skewness and Fat Tails on Asset Allocation

.



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3/ This has practical consequences, and it's a good idea to be prepared.

Give me a moment: Optimal leverage in the presence of volatility, skewness, and kurtosis


When Genius Failed: The Rise & Fall of Long-Term Capital Management


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Read 5 tweets
Jan 1, 2024
1/ Fact, Fiction, and Factor Investing (Aghassi, Asness, Fattouche, Moskowitz)

"We reference an extensive academic literature and perform simple but powerful analyses to address claims about factor investing."

aqr.com/Insights/Resea…
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2/ #1. Fiction: Factors are Data-Mined with No Good Economic Story

"Value, momentum, carry, and defensive/quality pass the more stringent statistical tests.

"Many of the factor tests conducted in papers are on variations of a few central themes."




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3/ "Value, momentum & defensive/quality applied to US individual stocks has a t-stat of 10.8. Data mining would take nearly a trillion random trials to find this.

"Applying those factors (+carry) across markets and asset classes gets a t-stat of >14."





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Read 14 tweets
Dec 31, 2023
1/ Happily Ever After? Cohabitation, Marriage, Divorce, and Happiness in Germany (Zimmermann, Easterlin)

"The formation of unions (separation or divorce) has a positive (negative) effect on life satisfaction. We also see a 'honeymoon period' effect."

researchgate.net/publication/49…
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2/ "The model's four terms describe different life stages for an individual who marries during the sample period. The intercept reflects the average life satisfaction of individuals in the baseline period [all noncohabiting years that are at least one year before marriage]."


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3/ " 'How satisfied are you with your life, all things considered?' Responses are ranked on a scale from 0 (completely dissatisfied) to 10 (completely satisfied).

"We center life satisfaction scores around the annual mean of each population subsample in the original population."
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Read 29 tweets
Aug 13, 2023
1/ Short-sightedness, rates moves and a potential boost for value (Hanauer, Baltussen, Blitz, Schneider)

* Value spread remains wide
* Relationship between value and rates is not structural
* Extrapolative growth forecasts drive the value premium

robeco.com/en-int/insight…
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2/ "The valuation gap between cheap and expensive stocks remains extremely wide. This signals the potential for attractive returns going forward."


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3/ "We observe a robust negative relationship between value returns and changes in the value spread.

"The intercept of ≈10% can be interpreted as a cleaner estimate of the value premium, given that it is purged of the time-varying effects of multiple expansions & compressions." Image
Read 7 tweets

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