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STT 430: Introduction to Non-Parametric Statistics
3.00 Credits
University of North Carolina Wilmington
Prerequisite: STT 215 and 3 hours of statistics at the 300 level. Theory and methods of non-parametric statistics in the one- and two-sample problems and their comparisons with standard parametric procedures. Non-parametric tests for comparing more than two samples; tests of randomness and independence.
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STT 435: Applied Multivariate Analysis
3.00 Credits
University of North Carolina Wilmington
Prerequisite: STT 315, 411 and 412. Matrix manipulations; multivariate normal distribution; inference for mean vector and covariance matrix; multivariate analysis of variance; principal components; canonical correlations; discriminant analysis; factor analysis; cluster analysis; statistical analysis using SAS.
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STT 440: Linear Models and Regression Analysis
3.00 Credits
University of North Carolina Wilmington
Prerequisite: MAT 261 and 335 and STT 315. Theoretical introduction to the general linear model and its application to simple linear regression and multiple regression. Estimation and hypothesis testing of model coefficients; residual analysis; analysis of covariance.
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STT 440 - Linear Models and Regression Analysis
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STT 465: Applied Probability
3.00 Credits
University of North Carolina Wilmington
Prerequisite: MAT 261 and STT 315. The formulation, analysis and interpretation of probabilistic models. Selected topics in probability theory. Conditioning, Markov chains, and Poisson processes. Additional topics chosen from renewal theory, queuing theory, Gaussian processes, Brownian motion, and elementary stochastic differential equations.
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STT 465 - Applied Probability
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STT 466-467: Mathematical Statistics
3.00 Credits
University of North Carolina Wilmington
Prerequisite: MAT 261 and STT 315. A rigorous introduction to mathematical statistics. Univariate and multivariate probability distributions; conditional and marginal distributions; theory of estimation and hypothesis testing; limiting distributions and the central limit theorem; sufficient statistics and the exponential class of probability density functions.
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STT 466-467 - Mathematical Statistics
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STT 475: Topics in Statistics
3.00 Credits
University of North Carolina Wilmington
Prerequisite: Senior standing or permission of instructor. Topics of current interest in statistics not covered in existing courses. May be repeated under a different subtitle.
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STT 475 - Topics in Statistics
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STT 490: Case Studies in Statistical Consulting
3.00 Credits
University of North Carolina Wilmington
Prerequisite: At least 9 hours of STT courses numbered 300 or higher and consent of instructor. Review of case studies involving consulting with clients on statistical design of experiments and analysis of experimental and observational data; consulting under faculty supervision on statistical issues with clients on campus through the departmental consulting center; presentation of oral report on consulting experience.
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STT 490 - Case Studies in Statistical Consulting
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STT 491: Directed Individual Study
1.00 - 3.00 Credits
University of North Carolina Wilmington
Prerequisite: Overall GPA of at least 2.00, at least a 3.00 average on all mathematics and statistics courses taken, junior or senior standing, and consent of instructor, department chair, and dean. Involves investigation under faculty supervision beyond what is offered in existing courses. For further information, consult the Directed Individual Studies section in this catalogue.
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STT 491 - Directed Individual Study
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STT 498: Internship in Statistics
3.00 Credits
University of North Carolina Wilmington
Prerequisite: Overall GPA of at least 2.50, GPA in STT courses at least 2.80, and at least 9 hours of STT courses numbered 300 or higher. Academic training and practical experience through work in a private company or public agency; presentation of oral report on internship experience. Faculty supervision and evaluation of all study and on-site activity. Open to students of junior or senior standing who have been approved by the faculty supervisor, department chair and dean.
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STT 499: Honors Work in Statistics
2.00 - 3.00 Credits
University of North Carolina Wilmington
Prerequisite: Eligibility for honors program. Individual study for honors students.
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STT 499 - Honors Work in Statistics
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