Introduction

This course will enable students to connect the statistical concept with analysis. Students will be able to understand the concept of hypothesis testing for making decisions. The concept of sampling distributions and quality of product with the help of control charts for mean, variance and standard deviation will also given in this subject. Moreover, students will learn about Regression Analysis, Correlation Anslysis and Goodness of Fit . The course is heavily oriented towards the concepts related to following contents: 

Course Contents

1. Sampling theory:

2. Sampling distributions;

3. Sampling procedures;

4. Estimation of parameters;

5. Estimation of mean, variance;

6. Confidence intervals;

7. Decision theory:

8. Hypothesis testing and decision making;

9. Types of errors in tests;

10. Quality control;

11. Control charts for mean, standard deviation, variance, range;

12. Goodness of fit,

13. Chi-square test.

14. Regression analysis;

15. Method of least squares;

16. Correlation analysis

Recommended Books:

1. DeGroot M.H., Schervish M.J., 2002. Probability and Statistics. 3rd ed.,USA: Addison- Wesley.

2. Johnson R.1994. Probability and Statistics for Engineers, 1st ed.USA: Prentice-Hall.

3. Papoulis A., 1991.Probability, Random Variables, and Stochastic Processes. 3rd ed. NY: McGraw Hill.

4. Sincich T., 1990. Statistics by Examples. 1st ed.  Dellen Publication Company.

5. Sher M. Chaudary and Dr. Shahid Kamal. Introduction to Statistical Theory Part 2.

Assesment Criteria

• Sessional: 20 (Assignment 10, Attendance 05, Quiz 05)
• Mid-Term Exam: 30
• Final-Term Exam: 50

Time Table

• Monday 11:00 AM-12:30 PM
• Tuesday 11:00 AM-12:30 PM