Download 552 theoretical statistics ii

DEPARTMENT OF STATIS TICS
COLLEGE OF ARTS & SCIENCES, ROOM 118
330.972.6886 (TELEPHONE)
330.972.2028 (FAX)
Course Description
3470:452/552
Theoretical Statistics II
3 credits
Prerequisite: Sequential. 3470:451/551 Theoretical Statistics I or equivalent
Course Description: Elementary combinatorial probability theory, probability
distributions, mathematical expectation, functions of random variables, sampling
distributions, point and interval estimation, tests of hypotheses, regression and
correlation, introduction to experimental designs.
Course Topics:
Properties of point estimators
Maximum Likelihood
Lehmann-Scheffe Theorem
Interval estimation
Test of Hypotheses
Type-I and Type-II Error Probabilities; P-values
Neyman-Pearson Lemma
Likelihood ratio tests
Linear Models and least squares
Regression
Correlation: Practical Examples
ANOVA
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