BIOSTATS

Test

Basic

Numeral

Numeral (Grouped)

Categorical

Contingency

t-Test

One-Sample t-Test

Two-Sample t-Test

Paired t-Test

Pairwise t-Test

ANOVA

One-Way ANOVA

Two-Way ANOVA

One-Way ANCOVA

Two-Way ANCOVA

Multivariate ANOVA

Repeated Measures ANOVA

Exact Test

Binomial Test

Fisher's Exact Test

McNemar's Exact Test

Chi-Square Test

Chi-Square Test

Chi-Square Test (Fit)

McNemar's Test

Mantel-Haenszel Test

Linear Regression

Correlation

Correlation Matrix

Simple Linear Regression

Multiple Linear Regression

Logistic Regression

Simple Logistic Regression

Multiple Logistic Regression

Ordered Logistic Regression

Multinomial Logistic Regression

Nonparametric

Sign Test

Median Test

Wilcoxon Signed-Rank Test

Wilcoxon Rank-Sum Test

Kruskal-Wallis Test

Friedman Test

Spearman's Rank Correlation

Others

Screening Test

Epidemiologic Study

Factor Analysis

Principal Component Analysis

Linear Discriminant Analysis

Plot

Distribution

Histogram

Density Plot

Cumulative Plot

2D Histogram

2D Density Plot

Categorical

Count Plot

Strip Plot

Swarm Plot

Box Plot

Boxen Plot

Violin Plot

Bar Plot

Relational

Scatter Plot

Line Plot

Regression Plot

Multiple

Ultimate Plot

Pair Plot

Joint Plot

Others

ROC Curve

PCA Plot

LDA Plot

Reference

McDonald, John H. Handbook of biological statistics. Vol. 2. Baltimore, MD: sparky house publishing, 2009.

Mangiafico, S.S. An R Companion for the Handbook of Biological Statistics. Version 1.3.2. 2015, rcompanion.org/rcompanion/.

Rosner, Bernard. Fundamentals of biostatistics. Cengage learning, 2015.

Zach. Statology. 2021, www.statology.org.

UCLA. Statistical Methods and Data Analytics. 2021, stats.oarc.ucla.edu.