Week

Topics and Readings

Books

1.

Concept of probability with the help of real life examples.

Introduction to Statistical Theory Part I

2.

Laws of Probability

Introduction to Statistical Theory Part I

3.

Concept of random variable

Introduction to Statistical Theory Part I

4.

Concept of Continuous Random Variable and Density Function

Introduction to Statistical Theory Part I

5.

Mean and Variance of Discrete Probability Distribution

Introduction to Statistical Theory Part I

6.

Concept of Bernoulli Trial and its Properties & Introduction of Binomial Probability Distribution

Introduction to Statistical Theory Part I

7.

Moments of Binomial Distribution and Practice Questions

Introduction to Statistical Theory Part I

8.

.

Concept of Hypergeometric distribution and its Mean & Variance

Introduction to Statistical Theory Part I

9.

Mid term

Introduction to Statistical Theory Part I

10.

Concept of Poisson Distribution and its derivation

Introduction to Statistical Theory Part I

11.

Practice Question of Poisson Distribution

Introduction to Statistical Theory Part I

12.

Concept of Negative Binomial Distribution

Introduction to Statistical Theory Part I

13.

Concept of Geometric Distribution and its problems

Introduction to Statistical Theory Part I

14.

Concept of Normal Distribution

Introduction to Statistical Theory Part I,

15.

Derivations of properties of Normal Distribution

Introduction to Statistical Theory Part I

16.

Normal Approximation to Binomial and Poisson Distribution

Introduction to Statistical Theory Part I,

17

Revision

18

Final Exams