• STAT 3150: Mathematical Statistics I

  3.00 Credits

  Middle Tennessee State University

  
  Prerequisite: Two semesters of calculus. Probability theory including basic probability laws, properties of distributions, mathematical expectation, special discrete and continuous distributions, functions of random variables, and selected applications.
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• STAT 3550: Applied Predictive Modeling

  3.00 Credits

  Middle Tennessee State University

  
  No course description available.
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• STAT 4190: Mathematical Statistics II

  3.00 Credits

  Middle Tennessee State University

  
  Prerequisite: STAT 3150 or equivalent. Theory of statistical inference. Topics include sampling distributions, decision theory, estimation, test of hypothesis, regression analysis, analysis of variance, and selected applications.
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• STAT 4200: Statistical Methods Forecast

  3.00 Credits

  Middle Tennessee State University

  
  Prerequisite: STAT 4190. Topics include application of regression models in forecasting and exponential smoothing methods to forecast nonseasonal time-series, seasonal series, and globally constant seasonal models; stochastic time series models; and forecast evaluation.
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• STAT 4280: Undergraduate Research

  1.00 - 4.00 Credits

  Middle Tennessee State University

  
  Prerequisite: Permission of department. Independent investigation of a selected research problem under the guidance of a faculty member resulting in an oral and written report of results. May be repeated for a maximum of four credits.
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• STAT 4320: Probability Stochastic Process

  3.00 Credits

  Middle Tennessee State University

  
  Prerequisites: Two semesters of calculus and STAT 3150 (or MATH 2050) or consent of instructor. Theoretical basis for stochastic processes and their use as models of real-world phenomena. Topics include Markov chains, Poisson processes, Brownian motion and stationary processes. Applications include Gambler's Ruin, birth and death models, hitting times, stock option pricing, and the Black-Scholes model.
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• STAT 4360: Regression Analysis

  3.00 Credits

  Middle Tennessee State University

  
  Prerequisite: MATH 2050 or Q M 3620. Theory and application of regression models. Approaches to model building and data analysis. Computation and interpretation of results facilitated through the use of statistical software packages.
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• STAT 4370: Nonparametric Statistics

  3.00 Credits

  Middle Tennessee State University

  
  Prerequisite: MATH 2050 or equivalent. Statistical tests that require no assertions about parameters or about the form of the population from which the samples are drawn. A wide range of practical problems studied.
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• STAT 4380: Experimental Design

  3.00 Credits

  Middle Tennessee State University

  
  Prerequisite: MATH 2050 or Q M 3620. Topics include one-way analysis of variances, multiple comparison, multifactor analysis of variance, and various practical issues in experimental design. Computation and interpretation of results facilitated through the use of statistical software packages.
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• STAT 4600: Problems in Statistics

  1.00 - 6.00 Credits

  Middle Tennessee State University

  
  Prerequisites: Senior standing and consent of instructor. Students wishing to enroll must submit a written course/topic proposal to the department prior to the semester in which STAT 4600 is taken. Proposal must be approved prior to taking the course. At the conclusion, each enrollee must submit a written report to the department.
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