- Elementary Sampling Theory
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- Random samples and random numbers
- Sampling with and without replacement
- Sampling distributions
- Distribution of means and distribution of proportions
- Central Limit Theorem
- Distribution of differences and sums
- Standard errors
- Statistical Estimation Theory
- Parameters
- Unbiased estimates
- Point and interval estimates
- Confidence intervals
- Statistical Decision Theory
- Statistical test of hypotheses
- Type I and Type II errors
- Tests involving normal distribution
- p-values
- Tests for sample differences
- Small Sampling Theory and Statistical Inference
- Student’s t-distribution
- Chi-square distribution
- F-distribution
- Confidence intervals for standard errors
- Degrees of freedom
Course Features
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Lecture
0
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Quiz
0
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Duration
10 weeks
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Skill level
All levels
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Language
English
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Students
0
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Assessments
Yes
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