Statsbook
Software
Installation
Data Sets
Functions
Data and Graphics
Data into R
Data out of R
Graphics
Grammar of Graphics
Fonts, Themes and Colours
Citating R and Packages
Help
Studies and Trials
Epidemiology
Prevalence & Incidence
Screening
Risks and Odds Ratio
Risk Example
Observational Studies
Randomised Controlled Trial
Meta-Analysis
Hierarchy of Evidence
Plots
Basic Plots
Bar Chart
Pie Chart
Strip Plot
Swarm Plot
Box Plot
Violin Plot
Histogram
Scatter Plot
Sunflower Plot
Regression Plot
Correlation Plot
Advanced Plots
Bag Plot
Bland-Altman Plot
Radar Plot
Mosaic Plot
ROC Plot
Survival Plot
Time Series
Hierarchical Edge Bundling Plot
Decision Tree Plot
Exploratory Plot
Interactive Plot
Meta-Analysis Plots
Funnel Plot
Forest Plot
Genomic Plots
Circos Plots – BioCircos
Circos Plots – RCircos
Circos Plots – circlize
Statistics
Probability
Probability and Chance
Data
Data Types
Descriptive Statistics
Distribution of Data
Normal Distribution
Other Distributions
Confidence Intervals
Statistical Tests
Hypothesis
P value
P values & Confidence Intervals, Their Use and Abuse
Tests
Tests for Normality
Transformation of Data
Parametric Tests
Non Parametric Tests
Which Statistical Test?
Power Analysis
Sensitivity / Specificity
Errors
Bias and Accuracy
Repeatability and Reproducibility
Multiple Observers
Interclass Correlation Coefficient
Kappa Test
Bland-Altman Plot
Curve Fitting
Regression Coefficient
Correlation Coefficient
Interpolation
Other Models
Survival Analysis
Life Table Survival Analysis
Kaplan-Meier Survival Analysis
Survival Analysis in R
Cox Proportional Hazards
Advanced Concepts
P values & Confidence Intervals, Their Use and Abuse
Reproducible Research
Linear Transformation
Principle Component Analysis
Linear Discriminant Analysis
One-Hot Encoding of Categorical Variables
Growth Curves
Percentiles and Quantiles
Z and T scores
DNA Analysis
Lady’s Slipper Orchid
IDH2 gene
Genomics – Circos Plot
Selected Papers
Friday 13th
Easter
Equation of Time
Squirrels
Bird Migration
Phylogenetic Tree
RJAH statistics course
Questions & Answers
Photos
RJAH statistics course
Examinations
Examination 2024 – 2025
Examination 2023 – 2024
Survey
About
Authors
Introduction
Dedication
Conventions
Abbreviations
Citation
References
Distribution of Data
In this section the
Normal distribution
as well as
other distributions
are discussed.