2 papers
stat.ME2023
Systematic simulation of age-period-cohort analysis: Demonstrating bias of Bayesian regularization
Yuta Matsumoto
Age-period-cohort (APC) analysis is one of the fundamental time-series analyses used in the social sciences. This paper evaluates APC analysis via systematic simulation in term of…
cs.LG2023
Tracing and Manipulating Intermediate Values in Neural Math Problem Solvers
Yuta Matsumoto, Benjamin Heinzerling, Masashi Yoshikawa +1
How language models process complex input that requires multiple steps of inference is not well understood. Previous research has shown that information about intermediate values o…