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STAT 530: Multivariate Statistical Methods
3.00 Credits
Saint Cloud State University
Principal component analysis, factor analysis, discriminant analysis, cluster analysis, manova, profile analysis, repeated measures; applications and use of statistical software.
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STAT 530 - Multivariate Statistical Methods
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STAT 533: Nonparametric Statistics
3.00 Credits
Saint Cloud State University
Efficiency comparison of mean and median, one and two sample location problems, effect of alternative score functions, randomization and permutation tests, the independence problem, and selected problems in regression. Use of statistical software.
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STAT 533 - Nonparametric Statistics
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STAT 536: Applied Categorical Data Analysis
3.00 Credits
Saint Cloud State University
Introduction to the analysis of discrete data; log-linear models for two-way and multi-way tables; linear logistics regression models; association models and models of symmetry; applications, use of statistical software.
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STAT 536 - Applied Categorical Data Analysis
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STAT 540: Topics in Statistics
3.00 Credits
Saint Cloud State University
Study of modern topics in theoretical or applied statistics.
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STAT 540 - Topics in Statistics
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STAT 542: Business Statistics
2.00 Credits
Saint Cloud State University
Numerical and graphical descriptive statistics and inferential procedures. Selected statistical topics with major emphasis on applications in business.
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STAT 542 - Business Statistics
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STAT 547: Basic Elements of Probability Theory
3.00 Credits
Saint Cloud State University
A more mathematical treatment of probability distributions than STAT 417. Probability concepts and laws; sample spaces, combinations and permutations, Bayes' theorem, discrete and continuous random variables, expected value, distribution of functions of random variables, two-dimensional variates, central limit theorem; T, F, and chi-square distributions.
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STAT 547 - Basic Elements of Probability Theory
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STAT 548: Basic Elements of Statistical Theory
3.00 Credits
Saint Cloud State University
Theory of estimation and hypothesis testing; maximum likelihood, method of moments, likelihood ratio tests; elementary mathematical functions illustrate theory.
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STAT 548 - Basic Elements of Statistical Theory
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STAT 588: Professional Workshop/Continuing Education
1.00 - 3.00 Credits
Saint Cloud State University
This course allows a mechanism for masters' level students to receive credit for participation in otherwise noncredit-bearing professional workshops or continuing education course. According to Graduate School policy, there is a limit of 6 credits which applies toward a specific program.
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STAT 588 - Professional Workshop/Continuing Education
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STAT 595: Topics Course
1.00 - 4.00 Credits
Saint Cloud State University
Experimental, temporary or trial course for groups of students all engaged in the same topic. Topic varies from semester to semester or section to section. A specific content offering may be offered under a topics course number up to three times, after which departments must file for a permanent course number. According to Graduate School policy, there is a limit of 9 credits which applies toward a specific program.
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STAT 595 - Topics Course
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STAT 600: Graduate Research or Scholarly Activity
1.00 - 6.00 Credits
Saint Cloud State University
Credit for independent research by a single student arranged and supervised by a faculty member. Not intended for culminating project research such as thesis or starred paper.
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STAT 600 - Graduate Research or Scholarly Activity
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