R Programming - Lab Manual

Download and install R-Programming environment and install basic packages using install. packages() command in R.

Learn all the basics of R-Programming (Data types, Variables, Operators etc,.)

Write R command to i) Illustrate summation, subtraction, multiplication, and division operations on vectors using vectors. ii) Enumerate multiplication and division operations between matrices and vectors in R console.

Write R command to i) Illustrates the usage of Vector subsetting and Matrix subsetting ii) Write a program to create an array of 3 X 3 matrixes with 3 rows and 3 columns.

Write an R program to draw i) Pie chart ii) 3D Pie Chart, iii) Bar Chart along with chart legend by considering suitable CSV file.

Create a CSV file having Speed and Distance attributes with 1000 records. Write R program to draw i) Box plots ii) Histogram iii) Line Graph iv) Multiple line graphs v) Scatter plot to demonstrate the relation between the cars speed and the distance.

Implement different data structures in R (Vectors, Lists, Data Frames).

Write an R program to read a csv file and analyze the data in the file using EDA (Explorative Data Analysis) techniques.

Write an R program to illustrate Linear Regression and Multi linear Regression considering suitable CSV file.