1/ Impact of Impact Investing (Berk, van Binsbergen)

"Current ESG divesture strategies have little impact on on the cost of capital of affected firms. Instead of divesting, socially-conscious investors should invest and exercise their rights of control."

papers.ssrn.com/sol3/papers.cf…
2/ "Using the most optimistic estimates, we show that to effect a more than 1% change in the cost of capital, impact investors would need to make up more than 80% of all investable wealth. Given the low likelihood of this, our results question the effectiveness of disinvestment.
3/ "Given that the set of companies targeted comprise only 18% of the market, socially conscious investors could purchase stock & effect change through the proxy process or by gaining a majority stake and replacing upper management. This would require less than 50% participation.
4/ "The reason divestiture has so little impact is that stocks are highly substitutable, & socially costly stocks make up less than half of the economy. It does not take much of a price change to induce an investor who does not care about the social costs to hold more of a stock.
5/ "When investors divest, they must induce other investors to move away from their fully diversified portfolio. But because the fraction of stocks subject to divestment is small relative to the supply of investable capital and stocks are highly correlated with each other,
6/ "the new portfolio is only slightly less diversified than the old one. So the new investors do not demand much of an increase in their expected return. Thus, the effect on the cost of capital is small."
7/ "Firms have other sources of financing, such as public debt, banks, and internally-generated funds. We assume ESG investors only hold 'clean' stocks. ESG funds may also choose not to hold certain stocks (regardless of ESG status) b/c they do not consider them good investments.
8/ "Thus, our results represent an upper bound on the effect of ESG investors."

"With 2% of mutual fund wealth invested in ESG funds, the effect on the cost of capital is 0.35 bps, which cannot meaningfully affect real capital budgeting decisions.
9/ "If Blackrock were to shift all its capital into clean U.S. stocks (and none of Blackrock's investors reacted by withdrawing funds), the fraction of clean shareholders would rise from 2% to, at most, 19%. At 19%, the impact on the cost of capital is just 3.7 bps."
10/ "There is no consensus on the effect of ESG on cost of capital. One possible explanation is that those studies rely on risk models. B/c dirty stocks are concentrated in particular industries, results might reflect uncontrolled factors."

For example:
11/ "We focus on changes in ESG classifications.

"If inclusion in has a measurable effect on cost of capital, we would expect instantaneous price appreciation (depreciation) upon inclusion (exclusion), with lower average returns following the instantaneous price appreciation."
12/ "There seems little to no evidence that inclusion in the FTSE USA 4 Good index has any meaningful price or return effects.

"The effect on cost of capital is so small (if it exists at all) that it cannot meaningfully influence a firm's investment decisions."

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More from @ReformedTrader

7 Oct
1/ Quant Cycle (Blitz)

"Traditional business cycle indicators do not capture much of the cyclical variation in factor returns. Major turning points seem to be caused by changes in sentiment instead. We infer a Quant Cycle directly from factor returns."

papers.ssrn.com/sol3/papers.cf… Image
2/ "Altogether, the 1/N mix of factors has virtually the same return during expansions and recessions.

"The simple 1/N mix is again remarkably stable with respect to inflationary and non-inflationary periods, with practically the same return in both regimes." ImageImageImageImage
3/ "Factor returns appear to be solid regardless of the ISM business outlook.

"The investor sentiment index appears to be more effective. However, computing investor sentiment in real time is not easy, given the required inputs, and the resulting scores can be counterintuitive." ImageImageImage
Read 8 tweets
28 Sep
1/ Robust Beauty of Improper Linear Models in Decision-Making (Dawes)

"Even improper linear models are superior to clinical intuition when predicting a numerical criterion from numerical predictors. In fact, unit (i.e., equal) weighting is quite robust."

uwe-mortensen.de/DawesRobustBea…
2/ "In proper linear models, predictor variables are weighted such that the resulting linear composite optimally predicts some criterion of interest; examples of proper linear models are standard regression analysis, discriminant function analysis, and ridge regression analysis.
3/ "Research summarized in Paul Meehl's book on clinical vs. statistical prediction—and a plethora of research—indicate that when a numerical criterion (e.g., graduate GPA) is to be predicted from numerical predictor variables, proper linear models outperform clinical intuition.
Read 13 tweets
27 Sep
A few real estate investors made a lot of money in 2009 and 2010, but they didn't do it because prices rebounded quickly from a low. (In the U.S., prices peaked in 2005 and went into a six-year downtrend.)

They did it by buying houses at large discounts of 30% to 50% + repairs.
There is momentum in real estate like in everything else: trends from last year tend to continue.

But even where we do see mean-reversion (one-month time frames in individual stocks), it takes a portfolio of hundreds of positions to capitalize on this statistically weak effect.
I don't know of any trading strategy that can generate reliable returns by trading a single, individual asset (one stock, one house, etc.) using its past price data.

Real estate investors get around the lack of diversification by getting huge discounts.
Read 18 tweets
26 Sep
1/ US Inflation and Global Asset Returns (Dai, Medhat)

"While average real returns were lower in years with higher inflation for most assets, many of the differences are not statistically reliable, especially among non-bond assets & in more recent times."
papers.ssrn.com/sol3/papers.cf… Image
2/ "Our conclusion that most asset classes have limited inflation-hedging abilities is consistent with the literature. Bodie (1976), Fama & Schwert (1977), & Fama (1981), among others, find that nominal stock returns are negatively related to expected & unexpected U.S. inflation. Image
3/ "Gultekin (1983) & Beckers (1991), among others, find similar evidence outside the US. Fama & Schwert (1977) also find (i) that nominal returns to government bonds and bills are only positively related to expected inflation and
Read 17 tweets
24 Sep
1/ Betting Against Quant: Examining the Factor Exposures of Thematic Indices (Blitz)

"Investors in thematic indices trade against quants, who prefer stocks that are currently cheap & profitable. Negative factor exposures imply low expected returns."

papers.ssrn.com/sol3/papers.cf… Image
2/ "Our sample includes all S&P and MSCI thematic indices with at least 3 years of data as of end April 2021.

"Our conclusions should not be generalized to thematic investing in general, since our analysis is exclusively based on data from two index providers." ImageImage
3/ "The history has backfilled data, as the first S&P thematic indices were launched in 2016; MSCI indices were launched as recently as 2020. Backfilled returns are probably biased upwards (e.g. survivorship bias), but this is less of a concern for estimating factor exposures."
Read 12 tweets
23 Sep
Return Stacking: Strategies for Overcoming a Low Return Environment (@RodGordilloP, @choffstein, @GestaltU)

"We describe a way to stack returns by choosing alternative fund managers already engaging in non-correlated, capital-efficient strategies."

info.rcmalternatives.com/return-stacking ImageImageImageImage
"How do you endure the ‘line item risk’ of alternatives? How do you participate in the upside of an increasingly overvalued stock market? What value do bonds bring at the zero bound? The answer boils down to some new capital-efficient ETFs & mutual funds."
podcasts.apple.com/us/podcast/res…
Read 5 tweets

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