Metadata-Version: 2.1
Name: biostatistics
Version: 0.0.2
Summary: Statistical software with intuitive interfaces and comprehensive functions
Home-page: https://github.com/hikarimusic/BIOSTATS
Author: Yeu-Guang Tung
Author-email: hikarimusic.tm@gmail.com
License: MIT
Project-URL: Documentation, https://hikarimusic.github.io/BIOSTATS
Project-URL: Source Code, https://github.com/hikarimusic/BIOSTATS
Classifier: License :: OSI Approved :: MIT License
Classifier: Topic :: Scientific/Engineering
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Description-Content-Type: text/markdown
License-File: LICENSE

# 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.
