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STAT 496: Experimental Topics
1.00 - 4.00 Credits
San Diego State University
Selected topics. May be repeated with new content. See Class Schedule for specific content. Limit of nine units of any combination of 296, 496, 596 courses applicable to a bachelor's degree.
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STAT 496 - Experimental Topics
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STAT 499: Special Study
1.00 - 3.00 Credits
San Diego State University
Prerequisites: Consent of instructor. Individual study. Maximum credit six units.
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STAT 499 - Special Study
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STAT 510: Applied Regression Analysis
3.00 Credits
San Diego State University
Prerequisites: Statistics 250 or comparable course in statistics. Methods for simple and multiple regression models, model fitting, variable selection, diagnostic tools, model validation, and matrix forms for multiple regression. Applications of these methods will be illustrated with SAS, SPSS, and/or S-Plus computer packages.
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STAT 510 - Applied Regression Analysis
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STAT 520: Applied Multivariate Analysis
3.00 Credits
San Diego State University
Prerequisites: Statistics 350A or comparable course in statistics. Multivariate normal distribution, multivariate analysis of variance, principal components, factor analysis, discriminant function analysis, classification, and clustering. Statistical packages will be adapted for data analysis.
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STAT 520 - Applied Multivariate Analysis
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STAT 550: Applied Probability
3.00 Credits
San Diego State University
Prerequisites: Mathematics 151 and 254. Computation of probabilities via enumeration and simulation, discrete and continuous distributions, moments of random variables. Markov chains, counting and queuing processes, and selected topics.
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STAT 550 - Applied Probability
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STAT 551A: Probability and Mathematical Statistics
3.00 Credits
San Diego State University
Prerequisites: Mathematics 252. Discrete and continuous random variables, probability mass functions and density functions, conditional probability and Bayes' theorem, moments, properties of expectation and variance, joint and marginal distributions, functions of random variables, moment generating functions. Special distributions and sampling distributions.
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STAT 551A - Probability and Mathematical Statistics
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STAT 551B: Probability and Mathematical Statistics
3.00 Credits
San Diego State University
Prerequisites: Statistics 551A. Point and interval estimation and hypothesis testing in statistical models with applications to problems in various fields.
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STAT 551B - Probability and Mathematical Statistics
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STAT 560: Sample Surveys
3.00 Credits
San Diego State University
Prerequisites: Statistics 550 or 551A. Methods for design and analysis of sample surveys with applications to social and biological sciences. Simple random sampling, stratification and clustering, ratio and regression estimators, subsampling, selected topics in survey methodology.
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STAT 560 - Sample Surveys
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STAT 570: Stochastic Processes
3.00 Credits
San Diego State University
Prerequisites: Statistics 551A. Introduction to stochastic processes with selected applications.
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STAT 570 - Stochastic Processes
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STAT 575: Actuarial Modeling
3.00 Credits
San Diego State University
Prerequisites: Statistics 550 or 551A. Actuarial models and applications of probability and statistics to insurance and other financial risks. Utility theory; risk models, compound processes; survival distributions and life tables; life insurance, annuities and benefits.
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STAT 575 - Actuarial Modeling
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