Mathematical Statistics I
Learning Outcomes
On successful completion of this course, student will be able to: Apply the concept of Probability, Random Variables and Distribution of Random Variables; Analyze Conditional Probability, Expectation of a Random Variable, Independent Random Variables, and Transformations of Several Random Variables; Evaluate probability of the events that have Binomial, Poisson and Normal Distribution.
Topics
- Set Theory and Probability
- Random Variables
- Expectation of Random Variables
- Distribution of Two Random Variables
- Conditional Distribution and Expectations
- Independent Random Variables
- Transformations for Several Random Variables
- The Binomial and Related Distributions
- The Poisson Distribution
- The Normal Distribution.
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