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STAT 722: Statistical Designs for Product Development and Process Improvement
3.00 Credits
Kansas State University
A study of statistically designed experiments which have proven useful in product development and process improvement. Topics include randomization, blocking, factorial treatment structures, fractional factorial designs, screening designs, Taguchi methods, response surface methods.
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STAT 722 - Statistical Designs for Product Development and Process Improvement
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STAT 725: Introduction to the SAS Computing
1.00 Credits
Kansas State University
Topics may include basic environment and syntax, reading and importing data from files, writing and exporting data to files, data manipulation, basic graphics, and built-in and user-defined functions.
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STAT 725 - Introduction to the SAS Computing
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STAT 726: Introduction to Splus/R Computing
1.00 Credits
Kansas State University
Topics may include basic environment and syntax, reading and importing data from files, data manipulation, basic graphics, and built-in and user-defined functions.
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STAT 726 - Introduction to Splus/R Computing
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STAT 730: Multivariate Statistical Methods
3.00 Credits
Kansas State University
Multivariate analysis of variance and covariance; classification and discrimination; principal components and introductory factor analysis; canonical correlation; digital computing procedures applied to data from natural and social sciences.
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STAT 730 - Multivariate Statistical Methods
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STAT 735: Statistics in Health Related Industries
2.00 Credits
Kansas State University
Case studies and selected literature of applications of statistics to problems in the pharmaceutical and health-related industries are discussed. Topics include pharmacokinetic analysis, covariance analysis, crossover studies, bioequivalence.
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STAT 736: Bioassay
2.00 Credits
Kansas State University
Direct assays; quantitative dose-response models; parallel line assays; slope ratio assays; experimental designs for bioassay; covariance adjustment; weighted estimates; assays based on quantal responses.
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STAT 736 - Bioassay
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STAT 740: Nonlinear Models
3.00 Credits
Kansas State University
Methods of estimating parameters of nonlinear models; procedures for testing hypotheses; construction of confidence intervals and regions; nonlinear analysis of covariance; quantal dose response and probabilistic choice models.
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STAT 740 - Nonlinear Models
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STAT 745: Statistical Graphics
3.00 Credits
Kansas State University
Visual display of quantitative information. Statistical graphics topics to include visual perception, basic graphics construction, quantitative univariate to multivariate statistical graphics, trellis displays, introduction to smoothing and graphics, introduction to density estimation and graphics, and categorical graphics. Modern graphics software will be used.
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STAT 745 - Statistical Graphics
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STAT 770: Theory of Statistics I
3.00 Credits
Kansas State University
Probability models, concepts of probability, random discrete variables, moments and moment generating functions, bivariate distributions, continuous random variables, sampling. Central Limit Theorem, characteristic functions. More emphasis on rigor and proofs than in STAT 510 and 511.
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STAT 770 - Theory of Statistics I
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STAT 771: Theory of Statistics
3.00 Credits
Kansas State University
Introduction to multivariate distributions; sampling distributions, derivation, and use; estimation of parameters, testing hypothesis; multiple regression and correlation; simple experimental designs; introduction to nonparametric statistics; discrimination.
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STAT 771 - Theory of Statistics
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