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STA 666: General Linear Models
3.00 Credits
Miami University-Hamilton
The theory of linear models used in regression and experimental design. Topics will include: multivariate normal distributions, quadratic form theory, general linear model theory and inference for both full and less than full rank models, estimability and estimable functions. Prerequisite: STA 463/563.
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STA 666 - General Linear Models
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STA 667: An Introduction to Multivariate Statistical Analysis
3.00 Credits
Miami University-Hamilton
Study of multivariate normal distribution, estimation and tests of hypotheses for multivariate populations, principal components, factor analysis, discriminant analysis. Prerequisite: STA 462/562.
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STA 667 - An Introduction to Multivariate Statistical Analysis
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STA 668: Sampling Theory and Techniques
3.00 Credits
Miami University-Hamilton
Introduction to sampling theory and applications, with topics including simple random samples, sampling for proportions, systematic samples, stratified samples, cluster samples, regression and ratio estimation, and sampling errors. Prerequisite: STA 462/562 or permission of instructor.
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STA 668 - Sampling Theory and Techniques
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STA 669: Nonparametric Statistics
3.00 Credits
Miami University-Hamilton
Introduction to theory and methods of nonparametric statistics including sign test, runs test, Mann Whitney test, asymptotic relative efficiency, etc. Prerequisite: STA 462/562.
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STA 669 - Nonparametric Statistics
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STA 671: Environmental Statistics
3.00 Credits
Miami University-Hamilton
Service course. Descriptive statistics, probability models, sampling distributions, estimation, hypothesis testing, regression and correlation analysis, elements of experimental design, and analysis of variance. Prerequisite: graduate standing or permission of instructor.
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STA 671 - Environmental Statistics
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STA 680: Internship in Statistics
3.00 Credits
Miami University-Hamilton
Intern experience for advanced graduate students in statistics while working for appropriate industry or agency. Students must have faculty sponsor for internship. Offered on credit/no-credit basis only. Prerequisite: STA 660 and approval of department chair.
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STA 680 - Internship in Statistics
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STA 684: Categorical Data Analysis
3.00 Credits
Miami University-Hamilton
Introduction to analysis of contingency tables. Topics include: Log-linear and related modeling procedures; measures of association, sensitivity, and agreement; goodness of fit; partitioning Chi-square; collapsing multidimensional tables; sampling models for discrete data. Prerequisite: STA 462/562 or permission of instructor.
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STA 684 - Categorical Data Analysis
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STA 685: Biostatistics
3.00 Credits
Miami University-Hamilton
Introduction to statistical techniques used in biostatistics focusing on analysis of survival and lifetime data. Topics include nonparametric and parametric methods for estimation and comparison of survival distributions. Additional material chosen from clinical trials design and analysis, dose-response models, and risk estimation models. Prerequisite: STA 462/562 or permission of instructor.
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STA 685 - Biostatistics
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STA 686: Quality Control and Industrial Statistics
3.00 Credits
Miami University-Hamilton
Introduction to theory and application of statistical procedures used in industry. Topics include quality control, control charts, acceptance sampling, process optimization techniques, evolutionary operations, response surface methodology, canonical and ridge analysis, method of steepest ascent, and first and second order models. Prerequisite: STA 463/563 or permission of instructor.
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STA 686 - Quality Control and Industrial Statistics
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STA 698: Seminar in the Teaching of Freshman Mathematics and Statistics
1.00 Credits
Miami University-Hamilton
Required of all newly appointed graduate assistants. Deals with practical problems encountered in teaching algebra, trigonometry, statistics, and calculus. Credit does not count toward a graduate degree in mathematics or statistics. Offered on credit/no-credit basis only. Prerequisite: graduate standing and teaching responsibilities in mathematics or statistics. Summer only.
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STA 698 - Seminar in the Teaching of Freshman Mathematics and Statistics
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