36 citations · 104 across the 18 of their papers we have counts for
4 papers · 1 filter
A regression approach to the two-dataset problem
Steven N. MacEachern, Koji Miyawaki
This paper considers the two-dataset problem, where data are collected from two potentially different populations sharing common aspects. This problem arises when data are collecte…
Rediscovering a little known fact about the t-test and the F-test: Algebraic, Geometric, Distributional and Graphical Considerations
Jennifer A. Sinnott, Steven N. MacEachern, Mario Peruggia
We discuss the role that the null hypothesis should play in the construction of a test statistic used to make a decision about that hypothesis. To construct the test statistic for…
Economic variable selection
Steven N. MacEachern, Koji Miyawaki
Regression plays a key role in many research areas and its variable selection is a classic and major problem. This study emphasizes cost of predictors to be purchased for future us…
Aggregated Pairwise Classification of Statistical Shapes
Min Ho Cho, Sebastian Kurtek, Steven N. MacEachern
The classification of shapes is of great interest in diverse areas ranging from medical imaging to computer vision and beyond. While many statistical frameworks have been developed…