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STAT 4043: Sampling Techniques
3.00 Credits
University of Arkansas
Considers optimum techniques of simple random, stratified random, cluster, systematic and multistage sampling from finite populations subject to cost precision constraints. Wide range of application. Prerequisite: STAT 4003.
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STAT 4373: Experimental Design
3.00 Credits
University of Arkansas
Topics in the design and analysis of planned experiments, including randomized block, Latin square, split plot, and BIB designs, use of fractional factorial replication, and repeated measures. Prerequisite: STAT 4003.
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STAT 4373 - Experimental Design
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STAT 5103: Theory of Statistics
3.00 Credits
University of Arkansas
Fundamentals of probability, distribution theory, and random variables; expected value, moments, and generating functions; classic parametric families of distributions; central limit theorems, inequalities, and laws of large numbers. Prerequisite: MATH 2574.
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STAT 5103 - Theory of Statistics
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STAT 5113: Statistical Inference
3.00 Credits
University of Arkansas
Statistical theory of estimation and testing hypothesis. Prerequisite: STAT 5103.
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STAT 5113 - Statistical Inference
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STAT 5313: Regression Analysis I
3.00 Credits
University of Arkansas
Matrix formulation of least squares and multiple regression models. Estimability and use of the generalized inverse in analysis of variance and covariance models of less than full rank. Computational aspects are emphasized.
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STAT 5313 - Regression Analysis I
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STAT 5333: Analysis of Categorical Responses
3.00 Credits
University of Arkansas
A modern treatment, including extensions of classical probit analysis, multivariate logistic models, GSK model, loglinear models in analysis of multiway contingency tables, and nonmetric multidimensional scaling. Prerequisite: STAT 5313.
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STAT 5333 - Analysis of Categorical Responses
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STAT 5343: Stochastic Processes
3.00 Credits
University of Arkansas
Markov chains, branching processes, birth-death processes, queuing theory with application. Prerequisite: STAT 5103.
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STAT 5343 - Stochastic Processes
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STAT 5353: Methods of Multivariate Analysis II
3.00 Credits
University of Arkansas
Hotelling's T2 procedures, multivariate analysis of variance, discriminant function analysis and problems of classification, multidimensional scaling, and cluster analysis. Prerequisite: STAT 5313.
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STAT 5353 - Methods of Multivariate Analysis II
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STAT 5383: Time Series Analysis
3.00 Credits
University of Arkansas
Identification, estimation and forecasting of time series. Spectral analysis including the fast Fourier transform computational aspects are emphasized. Prerequisite: STAT 5103.
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STAT 5383 - Time Series Analysis
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STAT 5413: Spatial Statistics
3.00 Credits
University of Arkansas
Applied spatial statistics, covering univariate spatial modeling (kriging), multivariate spatial modeling (cokriging), methods of estimation and inference, and spatial sampling designs. Special relevance to remote sensing. Prerequisite: STAT 5313.
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STAT 5413 - Spatial Statistics
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