Statistical Theory II
Learning Outcomes
On successful completion of this Course, students will be able to: Understand and able to derive basic concepts of sampling distribution; and Limit distribution; Able to apply basic concepts of Central limit theorem in real problems; Able to compute Point estimation and Interval estimation; Understand the techniques of statistical inferences and nonparametric statistics.
Topics
- Sampling and sampling distribution
- Limit distribution
- Central limit theorem
- Point estimation
- Interval estimation
- Hypothesis testing
- Optimal Tests of Hypotheses
- Inferences about Normal Models
- Nonparametric Statistics.
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