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Book
Regulatory Arbitrage or Random Errors? Implications of Race Prediction Algorithms in Fair Lending Analysis
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Year: 2023 Publisher: National Bureau of Economic Research

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How the Wealth Was Won : Factors Shares as Market Fundamentals
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Year: 2019 Publisher: National Bureau of Economic Research

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Origins of Stock Market Fluctuations
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Year: 2014 Publisher: National Bureau of Economic Research

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Do Credit Conditions Move House Prices?
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Year: 2021 Publisher: National Bureau of Economic Research

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Financial and Total Wealth Inequality with Declining Interest Rates
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Year: 2021 Publisher: National Bureau of Economic Research

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Book
Origins of stock market fluctuations
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Year: 2015 Publisher: London Centre for economic policy research

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Origins of Stock Market Fluctuations
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Year: 2014 Publisher: Cambridge, Mass. National Bureau of Economic Research

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Three mutually uncorrelated economic shocks that we measure empirically explain 85% of the quarterly variation in real stock market wealth since 1952. We use a model to show that they are the observable empirical counterparts to three latent primitive shocks: a total factor productivity shock, a risk aversion shock that is unrelated to aggregate consumption and labor income, and a factors share shock that shifts the rewards of production between workers and shareholders. On a quarterly basis, risk aversion shocks explain roughly 75% of variation in the log difference of stock market wealth, but the near-permanent factors share shocks plays an increasingly important role as the time horizon extends. We find that more than 100% of the increase since 1980 in the deterministically detrended log real value of the stock market, or a rise of 65%, is attributable to the cumulative effects of the factors share shock, which persistently redistributed rewards away from workers and toward shareholders over this period. Indeed, without these shocks, today's stock market would be about 10% lower than it was in 1980. By contrast, technological progress that rewards both workers and shareholders plays a smaller role in historical stock market fluctuations at all horizons. Finally, the risk aversion shocks we identify, which are uncorrelated with consumption or its second moments, largely explain the long-horizon predictability of excess stock market returns found in data. These findings are hard to reconcile with models in which time-varying risk premia arise from habits or stochastic consumption volatility.


Book
How the Wealth Was Won : Factors Shares as Market Fundamentals
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Year: 2019 Publisher: Cambridge, Mass. National Bureau of Economic Research

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Why do stocks rise and fall? From 1989 to 2017, $34 trillion of real equity wealth (2017:Q4 dollars) was created by the U.S. corporate sector. We estimate that 44% of this increase was attributable to a reallocation of rewards to shareholders in a decelerating economy, primarily at the expense of labor compensation. Economic growth accounted for just 25%, followed by a lower risk price (18%), and lower interest rates (14%). The period 1952 to 1988 experienced less than one third of the growth in market equity, but economic growth accounted for more than 100% of it.


Book
Do Credit Conditions Move House Prices?
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Year: 2021 Publisher: Cambridge, Mass. National Bureau of Economic Research

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To what extent did an expansion and contraction of credit drive the 2000s housing boom and bust? The existing literature lacks consensus, with findings ranging from credit having no effect to credit driving most of the house price cycle. We show that the key difference behind these disparate results is the extent to which credit insensitive agents such as landlords and unconstrained savers absorb credit-driven demand, which depends on the degree of segmentation in housing markets. We develop a model with frictional rental markets that allows us to consider cases in between the extremes of no segmentation and perfect segmentation typically assumed in the literature. We argue that the relative elasticities of the price-rent ratio and homeownership with respect to an identified credit shock is a sufficient statistic to measure the degree of segmentation. We estimate this moment using three different credit supply instruments and use it to calibrate our model. Our results reveal that rental markets are highly frictional and closer to fully segmented, which implies large effects of credit on house prices. In particular, changes to credit standards can explain between 34% and 55% of the rise in price-rent ratios over the boom.

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Book
Financial and Total Wealth Inequality with Declining Interest Rates
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Year: 2021 Publisher: Cambridge, Mass. National Bureau of Economic Research

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Financial wealth inequality and long-term real interest rates track each other closely over the post-war period. Faced with unanticipated lower real rates, households which rely more on financial wealth must see large capital gains to afford the consumption that they planned before the decline in rates. Lower rates beget higher financial wealth inequality. Inequality in total wealth, the sum of financial and human wealth and the relevant concept for house-hold welfare, rises much less than financial wealth inequality and even declines at the top of the wealth distribution. A standard incomplete markets model reproduces the observed in-crease in financial wealth inequality in response to a decline in real interest rates because high financial-wealth households have a financial portfolio with high duration.

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