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Python Companion Guide to “Intuitive Biostatistics”

Continuous variables

Quantifying scatter of continuous data
The Gaussian distribution

Confidence intervals

Confidence interval of a mean
Confidence interval of a proportion
Confidence interval of survival data
Confidence interval of counted data

Statistical significance and data assumptions

Statistical significance
Statistical power and sample size
Normality tests and outliers

Statistical tests

Comparing proportions
Comparing survival curves
Comparing two unpaired means
Comparing paired data
Correlation

Fitting models to data

Simple linear regression
Comparing models
Nonlinear regression
Multiple regression
Logistic regression

The rest of statistics

ANOVA
Meta-analysis

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By Sébastien Wieckowski

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