References
The RBioc Book
Download PDF
Download ePub
Twitter
Facebook
Preface
Introduction
1
Introducing R and RStudio
2
R mechanics
3
Up and Running with R
4
Packages and more dice
5
Reading and writing data files
6
Plotting with ggplot2
R Data Structures
7
Vectors
8
Matrices
9
Data Frames
10
Factors
Exploratory data analysis
11
Introduction to dplyr: mammal sleep dataset
12
Case Study: Behavioral Risk Factor Surveillance System
statististics
13
Working with distribution functions
14
The t-statistic and t-distribution
15
K-means clustering
16
Machine Learning
17
Machine Learning 2
Bioconductor
18
Accessing and working with public omics data
19
Introduction to
SummarizedExperiment
20
Ranges Exercises
21
ATAC-Seq with Bioconductor
22
Transfer Learning in scATAC-seq and scRNA-seq
References
Appendices
A
Appendix
B
Additional resources
References
Code
Author
Affiliation
Sean Davis
University of Colorado
Anschutz School of Medicine
Published
July 26, 2024
22
Transfer Learning in scATAC-seq and scRNA-seq
A
Appendix