Current MSCS Graduate Courses ( Fall 2017, Spring 2018 )

Fall 2017

STAT 591

Advanced Topics in Statistics, Probability, and Operations Research: Big Data Analysis (Yang, J.)
PREREQUISITES:
TBD
DESCRIPTION:
TBA

Spring 2018

STAT 511

Advanced Statistical Theory I (Wu)
PREREQUISITES:
STAT 411.
DESCRIPTION:
Statistical models, criteria of optimum estimation, large sample theory, optimum tests and confidence intervals, best unbiased tests in exponential families, invariance principle, likelihood ratio tests.

STAT 531

Sampling Theory I (Hedayat)
PREREQUISITES:
Stat 411.
DESCRIPTION:
Foundations of survey design and inference for finite populations; the Horvitz-Thompson estimator; simple random, cluster, systematic survey designs; auxiliary size measures in design and inference.

STAT 535

Optimal Design Theory I (Yang, M.)
PREREQUISITES:
Stat 521.
DESCRIPTION:
Gauss-Markov theorem, optimality criteria, optimal designs for 1-way, 2-way elimination of heterogeneity models, repeated measurements, treatment-control; Equivalence theorem, approximate designs for polynomial-regression.

STAT 591

Advanced Topics in Statistics, Probability, and Operations Research: Advanced Topics in Statistics, (Wang, J.)
PREREQUISITES:
Stat 521 or instructor approval.
DESCRIPTION:
Generalized Linear and Additive Models
HTML 5 CSS FAE
UIC LAS MSCS > course info > graduate courses