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Course Criteria
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3.00 Credits
College: COLLEGE OF SCIENCE AND MATHEMATICS Department: MATHEMATICAL SCIENCES Credits: 3.00 Topics in Statistics. Prerequisites: Permission of graduate program coordinator. Topics such as exploratory data analysis, statistical graphics, statistical quality control and statistical quality assurance, Bayesian methods and Markov chain monte carlo studies. May be repeated twice for a total of 9.0 credits. 3 hours lecture.
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3.00 Credits
College: COLLEGE OF SCIENCE AND MATHEMATICS Department: MATHEMATICAL SCIENCES Credits: 3.00 Research Methods in Statistical Science. Prerequisites: STST 552 or equivalent and departmental approval. Preparation for research in statistical science. Application of mathematics and computing science to the development, modeling, validation and evaluation of statistical research methods. Identification of statistical issues in real world problems and novel applications of statistical methods to these problems. Development of research proposals in statistical science. 3 hours lecture.
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3.00 Credits
College: COLLEGE OF SCIENCE AND MATHEMATICS Department: MATHEMATICAL SCIENCES Credits: 3.00 Statistical Methods for Research Workers I. Prerequisites: Doctoral status, permission of graduate program coordinator. Planning effective observational and experimental research, data collection and summarization, significance testing and p-values, t-test, chi-square, regression and correlation, use of statistical software, reading statistical results in the literature. 3 hours lecture.
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3.00 Credits
College: COLLEGE OF SCIENCE AND MATHEMATICS Department: MATHEMATICAL SCIENCES Credits: 3.00 Statistical Methods for Research Workers II. Prerequisites: STAT 600 or equivalent, permission of graduate program coordinator. Principles and practices of experimental design. Randomized comparative designs, randomized block designs, factorial designs, dealing with concomitant variables, repeated measurements. Predictive modeling and analysis of designed studies. Topics from multivariate analysis, time series analysis, categorical data analysis. Students analyze data from research projects. 3 hours lecture.
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3.00 Credits
College: COLLEGE OF SCIENCE AND MATHEMATICS Department: MATHEMATICAL SCIENCES Credits: 3.00 Biostatistics I. Prerequisites: STAT 544, STAT 547, STAT 548, and permission of graduate program coordinator. Fundamental statistical concepts and methods used by statistical scientists in the health, biological, medical and pharmaceutical industries. Categorical data analysis, logistic regression, generalized linear models, nonparametric regression techniques. 3 hours lecture.
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3.00 Credits
College: COLLEGE OF SCIENCE AND MATHEMATICS Department: MATHEMATICAL SCIENCES Credits: 3.00 Biostatistics II. Prerequisites: STAT 544, STAT 547, STAT 548, and permission of graduate program coordinator. Fundamental statistical concepts and methods used by statistical scientists in the health, biological, medical and pharmaceutical industries. Survival analysis and designs for clinical trials. 3 hours lecture.
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3.00 Credits
College: COLLEGE OF SCIENCE AND MATHEMATICS Department: MATHEMATICAL SCIENCES Credits: 3.00 Introduction to Stochastic Processes. Prerequisites: MATH 540 and permission of graduate program coordinator. Generating functions, convolutions, recurrent events, random walk models, gambler's ruin problems, Markov chains and processes, time dependent stochastic processes, queuing theory and epidemic models. 3 hours lecture.
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3.00 Credits
College: COLLEGE OF SCIENCE AND MATHEMATICS Department: MATHEMATICAL SCIENCES Credits: 3.00 Advanced Topics in Statistics. Prerequisites: Permission of graduate program coordinator. Recent developments in statistical science. Topics such as data mining, statistical genomics, computationally intensive data-analytic methods, statistical consulting, dynamic statistical graphics and visualization, applied time series analysis. May be repeated with no limit as long as the topic is different. 3 hours lecture.
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3.00 Credits
College: COLLEGE OF SCIENCE AND MATHEMATICS Department: MATHEMATICAL SCIENCES Credits: 3.00 Multivariate Analysis. Prerequisites: STAT 541, STAT 548 and permission of graduate program coordinator. Analysis of multiple response variables simultaneously; covariance and the multivariate normal distribution; manova, discriminant functions; principle components and canonical correlations. 3 hours lecture.
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3.00 Credits
College: COLLEGE OF SCIENCE AND MATHEMATICS Department: MATHEMATICAL SCIENCES Credits: 3.00 Practicum in Statistics II. Prerequisites: STAT 542, STAT 545, at least one 600-level course, and permission of graduate program coordinator. An applied experience in which students work with practitioners in industry, government or research organizations utilizing advanced statistical techniques in a research setting. Students will be expected to exhibit the ability to work independently on projects involving advanced techniques in experimental design, analysis and interpretation of data. May be repeated once.
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