Parametric and Nonparametric Families of Distributions. Likelihood Function and Generalizations. Sufficiency. Estimation# Maximum Likelihood, Least Squares, Bayesian and Decision Theoretic. Hypothesis Testing and Its Applications. Asymptotic Theory.

Faculty: Data and Decision Sciences
|Graduate Studies

Pre-required courses

(94423 - Introduction to Statistics and 108324 - Elements of Modern Analysis For Electri.) or (94424 - Statistics 1 and 108324 - Elements of Modern Analysis For Electri.) or (94481 - Int.to Probability and Statistics and 108324 - Elements of Modern Analysis For Electri.)


Course with no extra credit

46010 - Statistical Inference


Semestrial Information