Darren 🥚🐣🕊️ Profile picture
Apr 17, 2021 15 tweets 8 min read Read on X
1/ Is Newspaper Coverage of Economic Events Politically Biased? (Lott, Hassett)

"Newspapers give more positive coverage to the same economic news when a Democrats is President than a Republican. When all news is pooled, results are highly significant."

papers.ssrn.com/sol3/papers.cf…
2/ "In 2004, 98% of CBS’s employee donations went to Democrats, 100% of NBC’s, and 81% of Fox News’.

"Based on citation patterns between politicians and media, most mainstream media outlets examined were closer to the aerage Democrat in Congress than to the median House member."
3/ "To be included, headlines had to directly or indirectly allude to economic data released that day or the day before. They were classified as +, -, neutral, or mixed based upon whether they mentioned these variables as getting better/worse according to systematic criteria."
4/ "Descriptive information from these searches is presented in Table 1.

"But negative coverage could well be justified. Table 1 can’t answer the question of whether the differences in economic performance can explain the differences in news coverage."
5/ "For all newspapers together, Republicans receive 9.6-14.7 percentage points less positive coverage than Democrats (differences stat. significant at 1%) after controlling for economic content of announcements."

Results for Top 10 are less stat. significant (smaller sample).
6/ "Additional specification tests were all conducted but did not alter the basic results:

* removing lagged headlines
* recession dummy
* 9/11 dummy
* excluding AP stories
* 6-month lags for endogenous and control variables
* using squared terms for all variables and changes
7/ "The next four tables break down the partisan bias by type of economic statistic."

(Results here are less statistically significant than for Table 2, probably due to the smaller samples involved.)
8/ "The Houston Chronicle is the only newspaper that implied any consistent bias towards Republicans, but the effect wasn’t statistically significant."
9/ "For four of the top 10 newspapers and the Associated Press, it was possible to extend the sample back to the beginning of Reagan’s second term in 1985."
10/ "The headlines used by AP closely reflect headlines used by papers that use AP stories.

"After removing AP stories, the specification corresponding to the first regression in Table 2 implied that Republicans still received 16.4 pct pts fewer positive stories (t-stat -4.33)."
11/ "Despite evidence that daily newspaper readers tend to be either relatively conservative or the same as the general population (Hamilton, 2004, pp. 107-109), the results here indicate that at least among newspapers there is a systematic partisan gap in favor of Democrats."
12/ "Interestingly, even when the Republicans control both the presidency and the Congress, the increased positive coverage from complete control never offsets the direct negative effects associated with Republican control of those two branches."
13/ "Gallup Poll has regularly asked whether economic conditions have been getting better or worse.

"By matching survey questions with newspaper headlines, how positively voters evaluate the condition of the economy can be related to changes in how the media covers the economy."
14/ "We also used our data to systematically re-examine Smith’s (1988) and Groeling and Kernell’s (1998) claim that the media prefers to cover bad news.

"If there is any relationship, it is that there are more stories if the news is positive."
15/ Related reading

In Defense of Troublemakers: The Power of Dissent in Life and Business


Superforecasting


Expert Political Judgment

• • •

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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)
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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


Image
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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