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STAT 425: Introduction to Nonparametric Statistics
3.00 Credits
University of Washington-Seattle Campus
Overview of nonparametric methods, such as rank tests, goodness of fit tests, 2 x 2 tables, nonparametric estimation. Useful for students with only a statistical methods course background. Offered: jointly with BIOST 425; when demand is sufficient.
Prerequisite:
STAT/MATH 390
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STAT 425 - Introduction to Nonparametric Statistics
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STAT 427: Introduction to Analysis of Categorical Data
4.00 Credits
University of Washington-Seattle Campus
Techniques for analysis of count data. Log-linear models, logistic regression, and analysis of ordered response categories. Illustrations from the behavioral and biological sciences. Computational procedures. Offered: alternate years.
Prerequisite:
either STAT 342, STAT 362, or STAT 421
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STAT 427 - Introduction to Analysis of Categorical Data
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STAT 428: Multivariate Analysis for the Social Sciences
4.00 Credits
University of Washington-Seattle Campus
Multivariate techniques commonly used in the social and behavioral sciences. Linear models for dependence analysis (multivariate regression, MANOVA, and discriminant analysis) and for interdependence analysis (principal components and factor analysis). Techniques applied to social science data using computer statistical packages. Offered: alternate years.
Prerequisite:
either STAT 342, STAT 362, or STAT 421
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STAT 428 - Multivariate Analysis for the Social Sciences
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STAT 480: Sampling Theory for Biologists
3.00 Credits
University of Washington-Seattle Campus
Gallucci, Rustagi Theory and applications of sampling finite populations including: simple random sampling, stratified random sampling, ratio estimates, regression estimates, systematic sampling, cluster sampling, sample size determinations, applications in fisheries and forestry. Other topics include sampling plant and animal populations, sampling distributions, estimation of parameters and statistical treatment of data. Offered: jointly with Q SCI 480; even years.
Prerequisite:
Q SCI 482; recommended: Q SCI 483
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STAT 480 - Sampling Theory for Biologists
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STAT 481: Introduction to Mathematical Statistics
5.00 Credits
University of Washington-Seattle Campus
Probability, generating functions; the d-method, Jacobians, Bayes theorem; maximum likelihoods, Neyman- Pearson, efficiency, decision theory, regression, correlation, bivariate normal. (Credit allowed for only one of 390, 481, and ECON 580.) Recommended: MATH 324. Offered: jointly with CS&SS/ECON 481; A.
Prerequisite:
STAT/ECON 311; either MATH 136 or MATH 126 with either MATH 308 or MATH 309
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STAT 481 - Introduction to Mathematical Statistics
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STAT 486: Experimental Design
3.00 Credits
University of Washington-Seattle Campus
Topics in analysis of variance and experimental designs: choice of designs, comparison of efficiency, power, sample size, pseudoreplication, factor structure. Offered: jointly with Q SCI 486.
Prerequisite:
Q SCI 482; recommended: Q SCI 483
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STAT 486 - Experimental Design
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STAT 491: INTRO STOCHSTC PROC
3.00 Credits
University of Washington-Seattle Campus
No course description available.
Prerequisite:
Separate File
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STAT 491 - INTRO STOCHSTC PROC
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STAT 492: Stochastic Calculus for Option Pricing
3.00 Credits
University of Washington-Seattle Campus
Introductory stochastic calculus mathematical foundation for pricing options and derivatives. Basic stochastic analysis tools, including stochastic integrals, stochastic differential equations, Ito’s formula, theorems of Girsanov and Feynman-Kac, Black-Scholes option pricing, American and exotic options, bond options. Offered: jointly with MATH 492; W.
Prerequisite:
MATH STAT 394-5
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STAT 492 - Stochastic Calculus for Option Pricing
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STAT 498: Special Topics
1.00 - 5.00 Credits
University of Washington-Seattle Campus
Reading and lecture course intended for special needs of students. Offered: when demand is sufficient.
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STAT 498 - Special Topics
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STAT 499: Undergraduate Research
1.00 - 5.00 Credits
University of Washington-Seattle Campus
Offered: AWSpS.
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STAT 499 - Undergraduate Research
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