70 citations · 161 across the 37 of their papers we have counts for
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stat.ME2018★ 1 cited
A Simple Way to Deal with Cherry-picking
Junpei Komiyama, Takanori Maehara
Statistical hypothesis testing serves as statistical evidence for scientific innovation. However, if the reported results are intentionally biased, hypothesis testing no longer con…
econ.EM2018★ 2 cited
Cross Validation Based Model Selection via Generalized Method of Moments
Junpei Komiyama, Hajime Shimao
Structural estimation is an important methodology in empirical economics, and a large class of structural models are estimated through the generalized method of moments (GMM). Trad…
cs.AI2018
Comparing Fairness Criteria Based on Social Outcome
Junpei Komiyama, Hajime Shimao
Fairness in algorithmic decision-making processes is attracting increasing concern. When an algorithm is applied to human-related decision-making an estimator solely optimizing its…