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 (Yang, M.)
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 522

Multivariate Statistical Analysis (Yang, J.)
PREREQUISITES:
STAT 521.
DESCRIPTION:
Multivariate normal distribution, estimation of mean vector and covariance matrix, T-square statistic, discriminant analysis, general linear hypothesis, principal components, canonical correlations, factor analysis

STAT 536

Optimal Design Theory II (Hedayat)
PREREQUISITES:
Stat 535 or consent of the instructor.
DESCRIPTION:
Construction of optimal designs; BIB, Latin square and generalized Youden, repeated measurements, treatment-control studies; construction of factorial designs including orthogonal arrays.
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