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STAT 3122: Probability and Statistics I
3.00 Credits
University of North Carolina at Charlotte
Crosslisted as MATH 3122. (Fall) (Evenings)
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STAT 3123: Probability and Statistics II
3.00 Credits
University of North Carolina at Charlotte
Crosslisted as MATH 3123. (Spring) (Evenings)
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STAT 3123 - Probability and Statistics II
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STAT 3126: Applied Statistical Methods
3.00 Credits
University of North Carolina at Charlotte
Prerequisites: MATH 3123 or permission of the department. Regression analysis, time series analysis, and forecasting. Survival models and their estimation. (On demand)
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STAT 3128: Probability and Statistics for Engineers
3.00 Credits
University of North Carolina at Charlotte
Prerequisite: MATH 2241. An introduction to: probability theory; discrete and continuous random variables and their probability distributions; joint probability distributions; functions of random variables and their probability distributions; descriptive statistics; point and interval estimation; one and two sample hypothesis testing; quality control; one and two factor ANOVA; and regression. Credit will not be given for both STAT 3128 and any of these courses: STAT 2122, MATH 3125, MATH/STAT 3122/3123.
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STAT 3140: Design of Experiments
3.00 Credits
University of North Carolina at Charlotte
Prerequisite: STAT 2122 or permission of the department. Randomization and blocking with paired comparisons, Significance tests and confidence intervals, experiments to compare k treatment means, randomized blocks and two-way factorial designs, designs with more than one blocking variable, empirical modeling, factorial designs at two levels. (Fall) (Alternate years)
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STAT 3150: Time Series Analysis
3.00 Credits
University of North Carolina at Charlotte
Prerequisites: STAT 2223 or permission of the department. Stationary time series models, ARMA processes, modeling and forecasting with ARMA processes, ARIMA models for nonstationary time series models, spectral densities. (Spring) (Alternate years)
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STAT 3150 - Time Series Analysis
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STAT 3160: Applied Multivariate Analysis
3.00 Credits
University of North Carolina at Charlotte
Prerequisite: STAT 2223 or permission of the department. Introduction to the fundamental ideas in multivariate analysis using case studies. Descriptive, exploratory, and graphical techniques; introduction to cluster analysis, principal components, factor analysis, discriminant analysis, Hotelling T2 and other methods. (Fall)
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STAT 3160 - Applied Multivariate Analysis
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STAT 4116: Statistical Computing
3.00 Credits
University of North Carolina at Charlotte
Prerequisites: STAT 3123 or permission of the department. Introduction to a variety of computational techniques using various statistics software packages (S-Plus/R or SAS) and symbolic manipulation software packages. Topics include random number generation, density estimation, and re-sampling techniques (bootstrap, jackknife) and Gibbs sample. (Spring)
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STAT 4116 - Statistical Computing
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STAT 4123: Applied Statistics I
3.00 Credits
University of North Carolina at Charlotte
Prerequisites: MATH 2164 with a grade of C or better and junior standing, or permission of the department. Review of stochastic variables and probability distributions, methods of estimating a parameter, hypothesis testing, confidence intervals, contingency tables. Linear and multiple regression, time series analysis. (Fall) (Evenings) (Alternate years)
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STAT 4124: Applied Statistics II
3.00 Credits
University of North Carolina at Charlotte
Prerequisites: STAT 4123 or permission of the department. Single factor analysis of variance. Multi-factor analysis of variance. Randomized complete-block designs, nested or hierarchical designs, Latin squares, factorial experiments. Design of experiments. (Spring) (Evenings) (Alternate years)
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