Search Results for author: Ryan T. Ball

Found 2 papers, 1 papers with code

Panel Data Nowcasting: The Case of Price-Earnings Ratios

no code implementations5 Jul 2023 Andrii Babii, Ryan T. Ball, Eric Ghysels, Jonas Striaukas

The paper uses structured machine learning regressions for nowcasting with panel data consisting of series sampled at different frequencies.

regression Time Series +1

Machine Learning Panel Data Regressions with Heavy-tailed Dependent Data: Theory and Application

1 code implementation8 Aug 2020 Andrii Babii, Ryan T. Ball, Eric Ghysels, Jonas Striaukas

The paper introduces structured machine learning regressions for heavy-tailed dependent panel data potentially sampled at different frequencies.

BIG-bench Machine Learning Time Series +1

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