📚 Introduction to Modern Statistics - A college-level open-source textbook with a modern approach highlighting multivariable relationships and simulation-based inference.
Galaxy
General
Genomics
Next generation sequencing
Transcriptomics
RNA-seq
Single-cell sequencing
Variant analysis
ATAC-seq
Comparative genomics
ChIP-seq
Epigenetics
Genome annotation
Genome assembly
Metagenomics
Microbiology
Long read sequencing
Metabolomics
Proteomics
Data management
FAIR data
Reproducibility
Data science
Statistics
Machine learning
Snakemake
R
Python
Unix/Linux
Version control
General
R
Version control
Genomics
Transcriptomics
Single-cell sequencing
RNA-seq
Pathways and Networks
Data visualization
Statistics
ATAC-seq
Machine learning
Unix/Linux
Repo for January 2021 version of Beyond Multiple Linear Regression: Applied Generalized Linear Models and Multilevel Models in R. The rendered version can be found at: https://bookdown.org/roback/bookdown-BeyondMLR/
IPSUR, Introduction to Probability and Statistics Using R, is a textbook written for an undergraduate course in probability and statistics. IPSUR is FREE, in the GNU sense of the word.