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STAT 5328: Intermed Math Stat I
3.00 Credits
Texas Tech University
(3:3:0) Prerequisite: MATH 2350 or consent of instructor. Probability space, special families of distribution functions, expectations, conditional distributions, sampling distributions, point and interval estimation, hypothesis testing, distribution of functions of random variables, regression, nonparametric techniques
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STAT 5328 - Intermed Math Stat I
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STAT 5329: Intermed Math Stat II
3.00 Credits
Texas Tech University
(3:3:0) Prerequisite: MATH 2350 or consent of instructor. Probability space, special families of distribution functions, expectations, conditional distributions, sampling distributions, point and interval estimation, hypothesis testing, distribution of functions of random variables, regression, nonparametric techniques
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STAT 5329 - Intermed Math Stat II
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STAT 5370: Decision Theory
3.00 Credits
Texas Tech University
((3:3:0) Prerequisite: MATH 4343 or STAT 5329 or consent of instructor. Game theory, statistical decision, Bayesian statistics.
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STAT 5370 - Decision Theory
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STAT 5371: Regression Analysis
3.00 Credits
Texas Tech University
(3:3:0) Prerequisite: STAT 5326 and 5329. Estimation and testing in linear regression, residual analysis, influence diagnostics, multicollinearity logistic regression, nonlinear regression.
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STAT 5371 - Regression Analysis
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STAT 5372: Nonparametric Stat Infer
3.00 Credits
Texas Tech University
(3:3:0) Prerequisite: MATH 4343 or STAT 5329 or consent of instructor. Statistical inference, rank order statistics, chi-square and slippage tests, Kolmogorov and Smirnov type tests, confidence intervals and bands, runs tests, applications.
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STAT 5372 - Nonparametric Stat Infer
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STAT 5373: Design Of Experiments
3.00 Credits
Texas Tech University
(3:3:0) Prerequisite: MATH 4343 or STAT 5329 Principles of design and analysis of experiments, Latin squares, split plots, incomplete block designs, efficiency.
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STAT 5373 - Design Of Experiments
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STAT 5374: Theory Linear Stat Model
3.00 Credits
Texas Tech University
(3:3:0) Prerequisite: MATH 4343 or STAT 5329. Multivariate normal, convariance matrix and operations, distribution of quadratic forms, general linear hypothesis of full and non-full rank, specific linear models.
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STAT 5374 - Theory Linear Stat Model
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STAT 5375: Stat Multivariate Anlys
3.00 Credits
Texas Tech University
(3:3:0) Prerequisite: STAT 5329 or consent of instructor. Multivariate normal distribution, estimation of the mean vector and covariance matrix, distribution of sample correlation coefficients, the generalized T2 statistic, classification, distribution of the sample covariance matrix.
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STAT 5375 - Stat Multivariate Anlys
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STAT 5376: Adv Statistical Methods
3.00 Credits
Texas Tech University
(3:3:0) Prerequisite: MATH 4343 or STAT 5329 or consent of instructor. Applied regression analysis, cluster analysis, factor analysis, modeling, special topics in designs, sensitivity analysis, non-linear estimation. May be repeated for credit.
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STAT 5376 - Adv Statistical Methods
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STAT 5377: Stat Sampling Theory
3.00 Credits
Texas Tech University
(3:3:0) Prerequisite: MATH 4343 or STAT 5329. Theory of simple random sampling, stratified random sampling, cluster sampling, ratio estimates, regression estimates, other sampling methods.
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STAT 5377 - Stat Sampling Theory
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