Workshop

Data handling in R

• Introduction to R and RStudio

• Data import and export

• Data storage facilities 

Basic R programming

• Create basic functions

• Loops and control flow statements and basic examples

Statistical distribution

• Probability mass functions and Probability density functions

• Visualizing data distributions

• Visualizing distribution functions

Hypothesis testing

• Error concepts

• Tests for hypothesis testing

Model building in R

• ​​Simple Linear regression

• Multiple Linear Regression

• Logistic Regression

• Nonlinear Regression

Multivariate Data Analysis

• Multivariate data visualization

• Exploratory Data Analysis

• Multivariate methods

Numerical ecology with R

Cluster analysis