Factor models, machine learning, and asset pricing
We survey recent methodological contributions in asset pricing using factor models and
machine learning. We organize these results based on their primary objectives: estimating …
machine learning. We organize these results based on their primary objectives: estimating …
Flattening the curve: pandemic-induced revaluation of urban real estate
We show that the COVID-19 pandemic brought house price and rent declines in city centers,
and price and rent increases away from the center, thereby flattening the bid-rent curve in …
and price and rent increases away from the center, thereby flattening the bid-rent curve in …
Empirical asset pricing via machine learning
We perform a comparative analysis of machine learning methods for the canonical problem
of empirical asset pricing: measuring asset risk premiums. We demonstrate large economic …
of empirical asset pricing: measuring asset risk premiums. We demonstrate large economic …
Advances in consumption-based asset pricing: Empirical tests
SC Ludvigson - Handbook of the Economics of Finance, 2013 - Elsevier
The last 15 years has brought forth an explosion of research on consumption-based asset
pricing as a leading contender for explaining aggregate stock market behavior. This …
pricing as a leading contender for explaining aggregate stock market behavior. This …
The time variation in risk appetite and uncertainty
We formulate a dynamic no-arbitrage asset pricing model for equities and corporate bonds,
featuring time variation in both risk aversion and economic uncertainty. The joint dynamics …
featuring time variation in both risk aversion and economic uncertainty. The joint dynamics …
Investor sentiment aligned: A powerful predictor of stock returns
We propose a new investor sentiment index that is aligned with the purpose of predicting the
aggregate stock market. By eliminating a common noise component in sentiment proxies …
aggregate stock market. By eliminating a common noise component in sentiment proxies …
Carry
We apply the concept of carry, which has been studied almost exclusively in currency
markets, to any asset. A security's expected return is decomposed into its “carry,” an ex-ante …
markets, to any asset. A security's expected return is decomposed into its “carry,” an ex-ante …
Integrated reporting: An accounting disclosure tool for high quality financial reporting
This study examines the association between the level of the quality of integrated reporting
(IR) disclosure and a firm's market valuation. Employing data from IR firms during the years …
(IR) disclosure and a firm's market valuation. Employing data from IR firms during the years …
Economic policy uncertainty in China and stock market expected returns
J Chen, F Jiang, G Tong - Accounting & Finance, 2017 - Wiley Online Library
We investigate the impact of China's economic policy uncertainty (EPU) on the time series
variation of Chinese stock market expected returns. Using the news‐based measure of EPU …
variation of Chinese stock market expected returns. Using the news‐based measure of EPU …