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• 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