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Course Criteria
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4.00 Credits
Review of elementary analysis of variance. Factorial analysis of variance, multiple comparisons, and repeated measures designs. Prerequisite: STAT 3010 or STAT 3031.
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4.00 Credits
(See MATH 4013 for course description.)
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4.00 Credits
Theory of stochastic models with applications to science and engineering. Markov processes. Elementary birth-death processes, queues. Limit theorems. Computer simulation. Applications: e.g., inventory models, reliability, epidemiology. Prerequisite: STAT/MATH 3401 or STAT/ENGR 3601.
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4.00 Credits
Same spaces; random variables, joint, marginal, conditional distributions; expectations for modeling data; related use of computer packages; moment generating functions; transforming a random variable. Prerequisite: MATH 1305. Not open to students with credit for STAT 3401.
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4.00 Credits
MANOVA, repeated measures designs, discriminant functions. May include factor analysis, canonical correlation, and cluster analysis. Computer intensive with special emphasis on treatment of actual data. Written reports required. Prerequisites or co-requisites: STAT 3010 and 3900.
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4.00 Credits
Computational methods in regression, including variable construction, and ANOVA. Selection methods. Attention to model assessment, graphical techniques, and assumption checking. Emphasis on real data from science, engineering, and business. Computer-assisted analysis. Report writing. Prerequisite or concurrent: STAT 3503 or STAT 4000.
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4.00 Credits
Theory of stochastic models with applications to engineering. Markov processes, queues, birth-death processes. Operations research applications. Inventory models, risk theory, fatigue failure, and reliability. Computer simulation. Prerequisite: STAT/ENGR 3602. Not open to students with credit for STAT/ENGR 3602 or STAT 4401.
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4.00 Credits
Nonparametric methods and distribution-free tests. Sign, Wilcoxon, rank-correlation, independence and randomness tests. Approximate distributions under the null hypothesis, treatment of ties, some estimation procedures. Emphasis on social science data. Prerequisite: STAT 3010.
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4.00 Credits
Seminar in probability and/or statistics on topics extending beyond regular courses. Variable content, units, and prerequisites specified at the time of offering. May be repeated two times for credit when content varies, for a maximum 12 units.
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1.00 - 4.00 Credits
May be repeated for credit with consent of instructor, for a maximum of 12 units.
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