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STAT 7232: Design of Experiments II
3.00 Credits
Georgia Southern University
Response surface methodology is introduced. First- and second-order models and designs are studied which includes determining optimum conditions and methods of estimating response surfaces. Multiresponse experiments, nonlinear response surface models, and mixture designs are also studied.
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STAT 7232 - Design of Experiments II
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STAT 7234: Stat Process Control
3.00 Credits
Georgia Southern University
Philosophy of statistical process control is studied along with SPC techniques of control charts, process-capability, designed experiments and acceptance sampling.
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STAT 7234 - Stat Process Control
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STAT 7331: Math Statistics I
3.00 Credits
Georgia Southern University
Random variables, density functions, mathematical expectation, discrete and continuous distributions, moments and moment-generating functions and limiting distributions.
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STAT 7331 - Math Statistics I
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STAT 7332: Math Statistics II
3.00 Credits
Georgia Southern University
Rigorous introduction/development of interval estimation, test of significance, comparison of k means, randomized block design, multiple comparison procedures, nonparametric test and linear regression. The general linear model will be introduced.
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STAT 7332 - Math Statistics II
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STAT 7430: Actuarial Mathematics
3.00 Credits
Georgia Southern University
Survival distributions and life tables, life insurance, life annuities, net premiums, multiple life functions, multiple decrement models, valuation theory for pension plans, collective risk models, population theory and theory of pension funding.
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STAT 7430 - Actuarial Mathematics
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STAT 7432: Applied Stochastic Proc
3.00 Credits
Georgia Southern University
Poisson process, renewal theory, Markov chains, Brownian motion, random walks and Martingales and stochastic order relations.
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STAT 7432 - Applied Stochastic Proc
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STAT 7434: Appl Time Series Analysis
3.00 Credits
Georgia Southern University
Basic ideas of stochastic model building techniques with applications are discussed. Properties of the autocorrelation function and the spectrum of stationary processes are investigated. Models studied include the linear stationary ARMA and linear nonstationary ARIMA models along with forecasting models.
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STAT 7434 - Appl Time Series Analysis
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STAT 7436: Reliability Analysis
3.00 Credits
Georgia Southern University
Probabilistic models for the reliability of coherent systems, statistical models for lifetimes of components and repairable systems, including the nonhomogeneous Poisson process, reliability estimation and prediction, MIL standards and accelerated life testing.
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STAT 7436 - Reliability Analysis
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STAT 7530: Statistical Computing I
3.00 Credits
Georgia Southern University
Basic computer organization and computer arithmetic are investigated. Programming languages and statistical software packages are explored. Methods for approximating cumulative distribution function and percentage points of a probability distribution are studied including nonparametric procedures. Multiple comparison procedures are also examined. Random number generation and statistical tests for testing random number generators are explored.
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STAT 7530 - Statistical Computing I
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STAT 7532: Statistical Computing II
3.00 Credits
Georgia Southern University
Various computational methods in linear algebra as applied to such statistical methods as multiple linear regression, designed experiments, multivariate analysis and the general linear model. Further topics include computational methods for unconstrained optimization, nonlinear regression and model fitting based on criteria other than least squares.
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STAT 7532 - Statistical Computing II
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