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Course Criteria
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3.00 Credits
LEC. 3. Pr., STAT 7000 or consent of department. Epidemiology, biometry, methods of survival analysis.
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3.00 Credits
LEC. 3. Pr., STAT 2010 or departmental approval. Techniques commonly used in multivariate statistical analysis of data sources such as surveys, archival records and other large data sets. Credit will not be given for STAT 7100 and SOCY 7100. STAT 7270 EXPERIMENTAL DESIGN IN PSYCHOLOGY ( 4). LEC. 4. Pr., STAT 7000 and STAT 7020. Introduction to the analysisof data collected under differential experimental designs. Credit will not be given for both STAT 7270 and PSYC 7270.
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3.00 Credits
LEC. 3. Pr., STAT 3610 or departmental approval. Advanced concepts of experimental design including blocking, regression approach to analysis of variance, fractional factorials in base-2 and base-3 designs. Emphasis throughout is on improving industrial products and processes. Credit will not be given for both STAT 7300 and INSY 7300.
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3.00 Credits
LEC. 3. Pr., STAT/ INSY 7300. Fractional factorial experimentation applied for the purpose of process and quality improvement and optimization, introduction to analysis of covariance, multiple regression analysis, and response surface analysis. Credit will not be given for both STAT 7310 and INSY 7310.
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3.00 Credits
LEC. 3. Pr., STAT 3600 or departmental approval. Random variables, probability distributions, parametric models, likelihood theory, testing.
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3.00 Credits
LEC. 3. Pr., STAT 7600. Likelihood ratio, regression, ANOVA, categorical data, non-parametric methods, decision theory.
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3.00 Credits
LEC. 3. Pr., STAT 3600 or departmental approval. Distribution-free methods of statistical inference. Sign, Wilcoxon signed-rank, and Mann-Whitney tests for location, the Chi-Square and Kolmogorov-Smirnov tests for goodness-of-fit. Measures of association.
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3.00 Credits
LEC. 3. Pr., STAT 7600 or departmental approval. Exponential families and links functions, model fitting, likelihood methods, residual diagnostics, count data, estimating equations.
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3.00 Credits
LEC. 3. Pr., STAT 7000 or departmental approval. Kaplan-Meier estimator, log-rank tests, Cox proportional hazard model, fully parametric models.
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3.00 Credits
LEC. 3. Pr., STAT 7610 and MATH 2660 or departmental approval. A rigorous development of some of the important topics of applied statistics: the multivariate normal distribution analysis of variance, regression, aspects of experimental design.
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