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STAT 6160: Advanced Math Stats I

3.00 Credits

Middle Tennessee State University

Prerequisite: Two semesters of calculus or permission of instructor. Introduction to theoretical probability used in statistics with an emphasis on the mathematical theory. A rigorous treatment of random variables, their probability distributions, and mathematical exceptions in a univariate and multivariate setting. Includes conditional probabilities, stochastic independence, sampling theory, and limit laws.

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STAT 6180: Advanced Math Stats II

3.00 Credits

Middle Tennessee State University

Prerequisite: STAT 6160 or permission of instructor. Theory of estimation and hypothesis tests. Topics include minimum variance unbiased estimation, methods of estimation, most powerful tests, likelihood ratio tests, decision theory, and sequential test procedures.

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STAT 6510: Biostatistical Methods

3.00 Credits

Middle Tennessee State University

Prerequisites: STAT 6020 and 6160 or permission of instructor. Biostatistical methods focusing on the design and analysis of clinical trials and sample surveys. Topics include clinical trial designs and phases, bias, random error, sample size, power, estimating clinical effects, design-based methods of data analysis from sample surveys, sampling techniques, nonresponse, and sampling frame issues.

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STAT 6520: Advance Biostatistical Methods

3.00 Credits

Middle Tennessee State University

Prerequisites: STAT 6020 and 6160 or permission of instructor. Mathematically rigorous presentation of categorical data analysis methods for univariate and correlated multivariate responses including contingency table analysis, logistic regression, and loglinear models; survival analysis for analyzing time-to-event data including survivor functions, Kaplan-Meier curves, and Cox proportional hazards model; and other health applications of multivariate analysis methods.

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STAT 6600: Problems in Statistics

3.00 Credits

Middle Tennessee State University

Prerequisite: Mathematical maturity, preparation in the area and (normally) nine semester hours of graduate study. Problems course dealing with theory, methods, and applications.

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STAT 6601: Probs Mathematical Statistics

3.00 Credits

Middle Tennessee State University

Prerequisite: Mathematical maturity, preparation in the area and (normally) nine semester hours of graduate study. Problems course dealing with theory, methods, and applications.

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STAT 6602: Problems Regression Analysis

3.00 Credits

Middle Tennessee State University

Prerequisite: Mathematical maturity, preparation in the area and (normally) nine semester hours of graduate study. Problems course dealing with theory, methods, and applications.

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STAT 6603: Probs Nonparametric Statistics

3.00 Credits

Middle Tennessee State University

Prerequisite: Mathematical maturity, preparation in the area and (normally) nine semester hours of graduate study. Problems course dealing with theory, methods, and applications.

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STAT 6604: Problems Experimental Design

3.00 Credits

Middle Tennessee State University

Prerequisite: Mathematical maturity, preparation in the area and (normally) nine semester hours of graduate study. Problems course dealing with theory, methods, and applications.

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STAT 6605: Prob in STAT: SAS Programming

1.00 - 9.00 Credits

Middle Tennessee State University

No course description available.

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