PSTAT 207C: STATISTICAL THEORY

University of California, Santa Barbara

Univariate and multivariate distribution theory; generating functions; inequalities in statistics; order statistics; estimation theory; likelihood, sufficiency, efficiency, maximum likelihood; testing hypotheses: likelihood ratio and score tests, power; confidence and prediction intervals; bayesian estimation and hypothesis testing; basic decision theory, linear regression; analysis of variance.

Average GPA: 3.83

Grade distribution records: 215 students across 16 terms.

Grade distribution

GradeStudentsPercent
A+11453.0%
A5827.0%
A-136.0%
B+146.5%
B146.5%
F20.9%

Based on 215 student grade records across 16 terms and 4 professors.

Instructors

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