IEEE

Bayesian Two-Sample Hypothesis Testing Using the Uncertain Likelihood Ratio: Improving the Generalized Likelihood Ratio Test

Abstract: Two-sample hypothesis testing is a common practice in many fields of science, where the goal is to identify whether a set of observations and a set of training data are drawn from the same ...
Scientific Research Publishing

Mann, H.B. and Whitney, D.R. (1947) On a Test of Whether One of Two Random Variables Is Stochastically Larger than the Other. Annals of Mathematical Statistics, 18, 50-60.

ABSTRACT: This paper, comparison of two sample tests, is motivated by the fact that in the test of significant difference between two independent samples, numerous methods can be adopted; each may ...
Frontiers

A two-sample bidirectional Mendelian randomization analysis investigates associations between gut microbiota and type 2 diabetes mellitus

Objective: This study sought to elucidate the causal association between gut microbiota (GM) composition and type 2 diabetes mellitus (T2DM) through a comprehensive two-sample bidirectional Mendelian ...
eLife

Generative network modeling reveals quantitative definitions of bilateral symmetry exhibited by a whole insect brain connectome

Comparing connectomes can help explain how neural connectivity is related to genetics, disease, development, learning, and behavior. However, making statistical inferences about the significance and ...
Frontiers

Bidirectional two-sample Mendelian randomization study of causality between rheumatoid arthritis and myocardial infarction

1 School of Public Health, Wannan Medical College, Wuhu, Anhui, China 2 Department of Science and Technology, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan ...
GitHub

[6.3-lab_two_sample_hypothesis_test] Adrian Prado Martin #3

"pokemon = pd.read_csv('../../lab-df-calculation-and-transformation/your-code/Pokemon.csv')\n", "unique_types=list(pokemon['Type 1'].unique())\n", "tipo2=list(pokemon ...