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STAT 702: Statistical Methods for Social Sciences
3.00 Credits
Kansas State University
Statistical methods applied to experimental and survey data from social sciences; test of hypotheses concerning treatment means; linear regression; product-moment, rank, and bi-serial correlations; contingency tables and chi-square tests.
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STAT 702 - Statistical Methods for Social Sciences
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STAT 703: Statistical Methods for Natural Scientists
3.00 Credits
Kansas State University
Statistical concepts and methods basic to experimental research in the natural sciences; hypothetical populations; estimation of parameters; confidence intervals; parametric and nonparametric tests of hypotheses; linear regression; correlation; one-way analysis of variance; t-test; chi-square test.
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STAT 704: Analysis of Variance
2.00 Credits
Kansas State University
Computation and interpretation for two- and three-way analyses of variance; multiple comparisons; applications including use of computers.
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STAT 704 - Analysis of Variance
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STAT 705: Regression and Correlation Analyses
2.00 Credits
Kansas State University
Multiple regression and correlation concepts and methods; curvilinear regression; applications including use of computers.
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STAT 705 - Regression and Correlation Analyses
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STAT 706: Basic Elements of Statistical Theory
3.00 Credits
Kansas State University
The mathematical representation of frequency distributions, their properties, and the theory of estimation and hypothesis testing. Elementary mathematical functions are used to illustrate theory.
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STAT 706 - Basic Elements of Statistical Theory
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STAT 710: Sample Survey Methods
2.00 Credits
Kansas State University
Design, conduct, and interpretation of sample surveys.
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STAT 710 - Sample Survey Methods
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STAT 713: Applied Linear Statistical Models
4.00 Credits
Kansas State University
Matrix-based regression and analysis of variance procedures at a mathematical level appropriate for a first-year graduate statistics major. Topics include simple linear regression, linear models in matrix form, multiple linear regression, model building and diagnostics, analysis of covariance, multiple comparison methods, contrasts, multifactor studies, blocking, subsampling, and split-plot designs.
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STAT 713 - Applied Linear Statistical Models
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STAT 716: Nonparametric Statistics
2.00 Credits
Kansas State University
Hypothesis testing when form of population sampled is unknown: rank, sign, chi-square, and slippage tests; Kolmogorov and Smirnov type tests; confidence intervals and bands.
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STAT 716 - Nonparametric Statistics
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STAT 717: Categorical Data Analysis
3.00 Credits
Kansas State University
Analysis of categorical count and proportion data. Topics include tests of association in two-way tables; measures of association; Cochran-Mantel-Haenzel tests for 3-way tables; generalized linear models; logistic regression; loglinear models.
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STAT 717 - Categorical Data Analysis
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STAT 720: Design of Experiments
3.00 Credits
Kansas State University
Planning experiments so as to minimize error variance and avoid bias; Latin squares; split-plot designs; switch-back or reversal designs; incomplete block designs; efficiency.
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STAT 720 - Design of Experiments
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