Course Material

- Mathematical Expectation: moments , moment generating functions and cumulants
- Cumulative functions , Continuous probability distribution and examples
- Beta distribution,Gamma Distribution and their properties and questions
- Binomial distribution, exponential distribution and properties , examples
- Hypergeometric Distribution and it's properties, exercise
- Normal distribution and properties and related questions
- Discrete probability distribution and examples
- Sample and types of sample
- Mid term exams
- Sampling Theory: sampling distribution and it's procedures
- Estimation of parameters,point estimation and interval estimation
- Estimation of mean ,variance and standard deviation
- Confidence interval and questions
- Decision making Theory: hypothesis ,null hypothesis and alternative hypothesis
- Types of error in tests, critical and acceptance region
- Quality control,control charts of mean ,variance and standard deviation
- Range, goodness of fit ,chi square test and questions
- Final Term exams

- Chapters 18
- Department Mathematics(SCB)
- Teacher
Nadia Aslam