Page Index - Statistics-and-Machine-Learning-with-R/Statistical-Methods-and-Machine-Learning-in-R GitHub Wiki
29 page(s) in this GitHub Wiki:
- Home
- Statistics and Machine learning with R:
- The wiki contains the theoretical concepts of various Statistical Methods, especially for bio-information analysis.
- Roadmap
- Here is a roadmap you can use if you are not sure how all of these comes together
- You can also visit : http://www.mpa.ovgu.de/index.php/statistical-analysis/
- ANOSIM
- ANOVA
- Artificial Neural Network
- Clustering
- Data Types in R and their Modes
- Decision Tree
- Frequently Asked Questions on R
- ggplot2
- Implementation in R
- Install R and R Studio
- Kruskal Wallis Test (H Test)
- Normalization
- Ordination
- Permutational Multivariate Analysis of Variance
- R Packages
- Reading and Writing Data in R
- Supervised VS Unsupervised Learning
- T Test
- Test for Normality : QQ Plot & PP Plot
- U Test
- Useful Links
- What is R and Why R
- What is Shiny