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STAT 5690: Introduction to Chaotic And Random Phenomena
3.00 Credits
Auburn University
LEC. 3. Pr., MATH 1620. Coreq., basic programming. Stochastic properties of random phenomena in computational complexity, data analysis, chaotic nonlinear systems. Computer simulation and experimenting within Mathematica, supported by Internet resources. Credit will not be given for both MATH 5690 and STAT 5690.
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STAT 5690 - Introduction to Chaotic And Random Phenomena
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STAT 6110: Sas Programming
2.00 Credits
Auburn University
LEC. Pr., STAT 3010 or STAT 7000. Coreq., STAT 7000 Emphasis is placed on using SAS routines to obtain statistical analyses for common statistical methods and interpreting output.
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STAT 6110 - Sas Programming
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STAT 6630: Sample Survey, Design And Analysis
3.00 Credits
Auburn University
LEC. 3. Pr., STAT 3600 or departmental approval. Estimation of means, proportions, finite populations, stratified sampling, systematic sampling ration estimations.
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STAT 6630 - Sample Survey, Design And Analysis
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STAT 6670/6676: Probability And Stochastic Processes I
3.00 Credits
Auburn University
LEC. 3. Pr., MATH 2630. 125dom variables, discrete and absolutely continuous distributions. Poisson process, expectation and conditional expectation. Moment generating functions, limit distributions. Emphasis on probabilistic reasoning and problem solving. Credit will not be given for both STAT 6670 and MATH 6670.
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STAT 6670/6676 - Probability And Stochastic Processes I
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STAT 6680: Probability And Stochastic Processes II
3.00 Credits
Auburn University
LEC. 3. Pr., STAT/MATH 6670. Multivariate distributions, Central Limit Theorem, Laplace transforms, convolutions, simulations, renewal processes Continuous-time Markov chains, Markov renewal and semi-regenerative processes, brownian motion and diffusion. Credit will not be given for both STAT 6680 and MATH 6680.
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STAT 6680 - Probability And Stochastic Processes II
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STAT 6690: Chaotic And Random Phenomena
3.00 Credits
Auburn University
LEC. 3. Pr., MATH 1620. Statistics and modeling of random phenomena in connection to computational complexity, data analysis, processes of chance and chaotic nonlinear systems. Credit will not be given for both STAT 6690 and MATH 6690.
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STAT 6690 - Chaotic And Random Phenomena
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STAT 7000: Experimental Statistics I
4.00 Credits
Auburn University
LEC. 4. Pr., MATH 1120, STAT 2510 or departmental approval. Paired and independent sample t-tests, ANOVA, F-tests, contrasts, tests for trends, multiple comparisons, CR and RCB designs of experiments, regression.
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STAT 7000 - Experimental Statistics I
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STAT 7010: Experimental Statistics II
3.00 Credits
Auburn University
LEC. 3. Pr., STAT 7000. Advanced topics in experimental design: writing linear models for experiment-expected mean squares, variance components, nested designs, Latin Square Designs, split plot designs, ANOVA and multiple regression.
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STAT 7010 - Experimental Statistics II
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STAT 7020: Regression Analysis
3.00 Credits
Auburn University
LEC. 3. Pr., STAT 7000 or consent of department. Introduction to the method of least squares as it applies to regression and analysis of variance. Simple linear regression, multiple regression, model selection and diagnostics.
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STAT 7020 - Regression Analysis
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STAT 7030: Categorical Data Analysis
3.00 Credits
Auburn University
LEC. 3. Pr., STAT/MATH 3600 or STAT 7000 or departmental approval. Methods for analysis or categorical response data. Topics include Chi-square tests, Likelihood Ration tests, Logistic Regression and Loglinear Modeling.
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STAT 7030 - Categorical Data Analysis
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