Statistics_for_Engineers_MAT_2001

Statistics for Engineers - MAT2001

Setup

The R programming language is primarily used in this course, and the setup required for this course is the installation of R Studio or any other compiler and execution environment which supports R.

List of Programs

1. R - Introduction

S.no	Name of the Experiment
1	Exploring Data Types
2	Data Frames
3	Analysing MT Cars

2. Analysing Datasets

S.no	Name of the Experiment
1	Analysing External Data

3. Probabilities

S.no	Name of the Experiment
1	Random Experiments
2	Random Variables

4. Binomial Theorem

5. Correlation and Regression

S.no	Name of the Experiment
1	Data Analysis
2	Pearson Correlation
3	Spearman Rank Correlation
4	Regression

6. Multiple Linear Regression and Poisson Normal Distributions

S.no	Name of the Experiment
1	Multiple Linear Regression
2	Poission and Normal Distribution

7. Normal Distributions

S.no	Name of the Experiment
1	Sequence of numbers between -10 and 10 incrementing by 0.1
2	Sequence of 200 numbers with x=-3 to 3

8. Area Under Curve and Large Samples

S.no	Name of the Experiment
1	AUC Problems
2	Cable Manufacturing
3	Penguin Weights

9. Population Proportion and Small Samples

S.no	Name of the Experiment
1	Elections
2	Apple Harvestation
3	Salmonella Outbreak
4	Intelligence

10. F test and Chi Squared Test

S.no	Name of the Experiment
1	Material Weights
2	Nitrogen Yield
3	Students

11. Annova

S.no	Name of the Experiment
1	Sales
2	Machine Assembly

12. Applications

S.no	Name of the Experiment
1	Dataframes
2	Random Number Generation
3	Binomial Distribution
4	English Quiz
5	Discrete Random Variable
6	Matrix Generation