3 papers
stat.OT2022
Current state and prospects of R-packages for the design of experiments
Emi Tanaka, Dewi Amaliah
Re-running an experiment is generally costly and, in some cases, impossible due to limited resources; therefore, the design of an experiment plays a critical role in increasing the…
stat.AP2022
Visualising Multilevel Regression and Poststratification: Alternatives to the Current Practice
Dewi Amaliah
Surveys provide important evidence for policymaking, decision-making, and understanding of society. However, conducting the large surveys required to provide subpopulation level es…
stat.OT2022
A Journey from Wild to Textbook Data to Reproducibly Refresh the Wages Data from the National Longitudinal Survey of Youth Database
Dewi Amaliah, Dianne Cook, Emi Tanaka +2
Textbook data is essential for teaching statistics and data science methods because they are clean, allowing the instructor to focus on methodology. Ideally textbook data sets are…