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STAT 576 /476: Multivariate Analysis
3.00 Credits
University of New Mexico-Main Campus
Tools for multivariate analysis including multivariate ANOVA, principal components analysis, discriminant analysis, cluster analysis, factor analysis, structural equations modeling, canonical correlations and multidimensional scaling. Prerequisite: 528 or 540. {Offered upon demand}
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STAT 576 /476 - Multivariate Analysis
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STAT 577 /477: Introduction to Bayesian Modeling
3.00 Credits
University of New Mexico-Main Campus
An introduction to Bayesian methodology and applications. Topics covered include: probability review, Bayes' theorem, prior elicitation, Markov chain Monte Carlo techniques. The free software programs WinBUGS and R will be used for data analysis. Prerequisite: 561 and (527 or 540). {Alternate Springs}.
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STAT 577 /477 - Introduction to Bayesian Modeling
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STAT 579: Selected Topics in Statistics 581/481 Introduction to Time Series Analysis
3.00 Credits
University of New Mexico-Main Campus
Introduction to time domain and frequency domain models of time series. Data analysis with emphasis on Box-Jenkins methods. Topics such as multivariate models; linear filters; linear prediction; forecasting and control. Prerequisite: 561. {Alternate Springs}
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STAT 579 - Selected Topics in Statistics 581/481 Introduction to Time Series Analysis
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STAT 582: Advanced Time Series Analysis
3.00 Credits
University of New Mexico-Main Campus
Time series models in the time and spectral domains. Linear filters. Multivariate models. Autoregressive and moving average models. Filtering and prediction. Distribution theory. Design of experiments. Prerequisite: 581. {Alternate Falls}
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STAT 582 - Advanced Time Series Analysis
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STAT 585: Nonparametric and Robust Methods
3.00 Credits
University of New Mexico-Main Campus
Statistical methods that are insensitive to the distribution of the data. Sign tests, Kolmogorov-Smirnov tests, rank tests including the Wilcoxon, Mann-Whitney, Kruskal-Wallis and Friedman tests. Robust estimation including M estimators, L estimators and R estimators. Prerequisite: 561. {Offered upon demand}
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STAT 585 - Nonparametric and Robust Methods
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STAT 586: Nonparametric Curve Estimation and Image Reconstruction
3.00 Credits
University of New Mexico-Main Campus
Nonparametric regression, density estimation, filtering, spectral density estimation, image reconstruction and pattern recognition. Tools include orthogonal series, kernels, splines, wavelets and neural networks. Applications to medicine, engineering, biostatistics and economics. Prerequisite: 561. {Offered upon demand}
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STAT 586 - Nonparametric Curve Estimation and Image Reconstruction
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STAT 590: Statistical Computing
3.00 Credits
University of New Mexico-Main Campus
A detailed examination of essential statistical computing skills needed for research and industrial work. Students will use S-Plus, Matlab and SAS to develop algorithms for solving a variety of statistical problems using resampling and simulation techniques such as the bootstrap, Monte Carlo methods and Markov chain methods for approximating probability distributions. Applications to linear and non-linear models will be stressed. Prerequisite: 528.
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STAT 590 - Statistical Computing
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STAT 595: Problems [
3.00 Credits
University of New Mexico-Main Campus
1-3, no limit ]
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STAT 595 - Problems [
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STAT 597: Statistical Consulting Laboratory
3.00 Credits
University of New Mexico-Main Campus
Provides experience in statistical consulting and analysis of real data. Prerequisite: 528.
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STAT 597 - Statistical Consulting Laboratory
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STAT 599: Master's Thesis
3.00 Credits
University of New Mexico-Main Campus
Offered on a CR/NC basis only.
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STAT 599 - Master's Thesis
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