Statistical Inference: Difference between revisions
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Topics follow | Topics follow [[media:casella-and-berger-2nd-ed.pdf|Statistical Inference, 2nd edition]], by Casella and Berger, 2001. | ||
== Topics == | == Topics == | ||
Revision as of 15:04, 23 July 2018
Topics follow Statistical Inference, 2nd edition, by Casella and Berger, 2001.
Topics
- Probability Theory
- Transformations and Expectations
- Common Families of Distributions
- Multiple Random Variables
- Properties of a Random Sample
- Principles of Data Reductions
- Point Estimation
- Hypothesis Testing
- Interval Estimation
- Asymptotic Evaluations
- Analysis of Variance and Regression
- Regression Models