# R for Beginners

## How to work with Control Flow in R

How to work with Control Flow in R Control flow is the process of controlling the order in which a computer program executes its instructions. In R, control flow is used to make decisions and control the flow of execution of a program based on certain conditions. There are several control flow statements in R, …

## Variables and Data Frames in R

Variables and Data Frames in R In statistical analysis, a variable is a characteristic or value that can change or take on different values. For example, a person’s age, height, or weight are all variables. In computer programming, a variable is a container for a value that can change during the execution of a program. …

## Linear Regression in R using Partial Least Squared Regression

Linear Regression in R using Partial Least Squared Regression Linear regression is a statistical method that helps to understand the relationship between a dependent variable and one or more independent variables. It is represented by an equation in the form of Y = a + bX, where Y is the dependent variable, X is the …

## Linear Regression in R using Principal Component Regression

Linear Regression in R using Principal Component Regression Linear regression is a statistical method that helps to understand the relationship between a dependent variable and one or more independent variables. It is represented by an equation in the form of Y = a + bX, where Y is the dependent variable, X is the independent …

## Linear Regression in R using Stepwise Regression

Linear Regression in R using Stepwise Regression Linear Regression is a statistical method that helps to understand the relationship between a dependent variable and one or more independent variables. It is represented by an equation in the form of Y = a + bX, where Y is the dependent variable, X is the independent variable, …

## Linear Regression in R using OLS Regression

Linear Regression in R using OLS Regression Linear regression is a statistical method that is used to predict a continuous outcome variable based on one or more predictor variables. In R, one way to perform linear regression is through OLS (Ordinary Least Squares) regression. The basic process for performing OLS regression in R is as …