Darren 🍬 🍂 🔨 Profile picture
Feb 4, 2022 9 tweets 4 min read Read on X
1/ Modern Endowment Story: A Ubiquitous United States Equity Factor (Ennis)

"Endowments' overwhelming exposure to the U.S. equity market over the most recent 5–7 years raises important questions regarding risk tolerance and diversification."

papers.ssrn.com/sol3/papers.cf…
2/ Over the most recent six years, the NACUBO equal-weighted composite of large endowments has had a beta to the benchmark of 1.0 and R² of .998. This is a dazzlingly tight fit, considering that the independent variables are restricted to fully investable, broad market indexes."
3/ "The U.S. equity market risk premium is embedded in the principal asset classes that endowments employ. (I make no attempt to adjust for the return smoothing characteristic of private markets. The correlations and betas would no doubt be greater if I had done so.)"
4/ "U.S. equity market beta has been an important driver of return across the board — in public markets and private; in hedge funds; in real estate; in U.S. and non-U.S. equities; and in some segments of fixed income."
5/ "The trend toward smaller fixed-income allocations and lower creditworthiness are consistent with the crowding out of the Aggregate bond index evident in Exhibit 2. That is, reported fixed income allocations have declined, and what remains has become more equity-like."
6/ "Exhibit 6 shows regression statistics of the composite relative to benchmark with the index weights shown in Exhibit 2.

"For the last six years, alpha reaches a value of -4.2% with a t-statistic of -8.4: an extraordinary degree of statistical significance."
7/ "The endowment composite’s Sharpe ratio of .67 is approximately 70% as large as those of the other two return series. In other words, the opportunity cost experienced by the endowment composite is approximately 30% of the risk premium available during the period."
8/ "The margin of underperformance reported here, about 4% per year, exceeds the upper end of the range of their estimated cost by about one percentage point per year. I find this result a bit puzzling unless the cost estimate is low."
9/ "Funds’ home-country bias takes on added importance in light of extraordinary valuation levels.

"At CAPE of 37, investors buying U.S. equities are paying 54% more for earnings than are investors in other markets. Endowments are paying up heavily to bet on their home market."

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More from @ReformedTrader

May 18
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
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
Aug 5, 2023
1/ Advanced Futures Trading Strategies (Robert Carver)

This really interesting book tests some strategies that I haven't seen in the academic literature.

Read Part 1 to see how the author builds portfolios; the new stuff is explored in Parts 2-5.

https://t.co/p1QdFCE9F1amazon.com/Advanced-Futur…



Trend and carry in various volatility regimes
Trend using spot prices
Carry with seasonality corrections
Value (5-year mean reversion) in futures markets
2/ Part 1: Basic directional strategies
Part 2: Adjusted trend, trend and carry in different risk regimes, spot trend, seasonally-adjusted carry, normalized trend, asset class trend
Part 3: Breakouts, value, acceleration, skew
Part 4: Fast mean reversion
Part 5: Relative value


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Skew
Fast mean reversion (approximately two-day holding period)
Fast mean reversion conditioned on trend
3/ Related reading

Time-Series Momentum


Two Centuries of Trend Following
https://t.co/R6JQb6Cg96

Carry
https://t.co/poFk6OWQsO

Value and Momentum Everywhere
https://t.co/l0wVgAOrhL

Leveraged Trading
https://t.co/1bKFEaD5cu



Read 4 tweets
Apr 2, 2023
1/ Natural course of health & well-being in non-hospitalised children & young people after testing for SARS-CoV-2

"Some test-positives & test-negatives reported adverse symptoms for the first time at 6- & 12-months post-test, suggesting multiple causes."

thelancet.com/journals/lanep…
2/ "The broadly similar pattern of adverse health and well-being reported as new-onset at 6- and 12 months among test-positives and test-negatives highlights the non-specific nature of these symptoms and suggests that multiple aetiologies may be responsible."
3/ Related reading:

Efficacy of Vaccination on Symptoms of Patients With Long COVID


Immunoglobulin signature predicts risk of post-acute COVID-19 syndrome
Read 4 tweets

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