#ml #statistics
I read about conformal prediction a while ago and realized that I need to understand more about the hypothesis testing theories. As someone from natural science, I mostly work within the Neyman-Pearson ideas.
So I explored it a bit and found two nice papers. See the list below. If you have other papers on similar topics, I would appreciate some comments.
1. Perezgonzalez JD. Fisher, Neyman-Pearson or NHST? A tutorial for teaching data testing. Front Psychol. 2015;6: 223. doi:10.3389/fpsyg.2015.00223 https://www.frontiersin.org/articles/10.3389/fpsyg.2015.00223/full
2. Lehmann EL. The Fisher, Neyman-Pearson Theories of Testing Hypotheses: One Theory or Two? J Am Stat Assoc. 1993;88: 1242–1249. doi:10.2307/2291263
I read about conformal prediction a while ago and realized that I need to understand more about the hypothesis testing theories. As someone from natural science, I mostly work within the Neyman-Pearson ideas.
So I explored it a bit and found two nice papers. See the list below. If you have other papers on similar topics, I would appreciate some comments.
1. Perezgonzalez JD. Fisher, Neyman-Pearson or NHST? A tutorial for teaching data testing. Front Psychol. 2015;6: 223. doi:10.3389/fpsyg.2015.00223 https://www.frontiersin.org/articles/10.3389/fpsyg.2015.00223/full
2. Lehmann EL. The Fisher, Neyman-Pearson Theories of Testing Hypotheses: One Theory or Two? J Am Stat Assoc. 1993;88: 1242–1249. doi:10.2307/2291263
