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STA 4222: Sample Survey Methods
3.00 Credits
University of Central Florida
Prerequisite(s): STA 2023 or STA 3032. Constructing and analyzing survey designs. Sampling and non-sampling errors. Simple random, stratified, systematic, and multiphase sampling. Methods of estimation. Occasional.
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STA 4321: Statistical Theory I
3.00 Credits
University of Central Florida
Prerequisite(s): STA 2023 or STA 3032; Corequisite(s): MAC 2313. Probability axioms, discrete and continuous sample spaces, conditional probability, independence, one-dimensional random variables, moment generating functions, transformations, jointly distributed random variables. Fall.
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STA 4321 - Statistical Theory I
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STA 4322: Statistical Theory II
3.00 Credits
University of Central Florida
Prerequisite(s): STA 4321. Conditional distributions, sums of random variables. Chebyshev's inequality, central limit theorem, method of movements, maximum likelihood, confidence intervals, hypothesis testing, transformations of two random variables. Spring.
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STA 4502: Nonparametric Statistical Methods
3.00 Credits
University of Central Florida
Prerequisite(s): STA 2023 or STA 3032. Distribution-free tests on location and dispersion, goodness of fit tests, tests of independence, measures of association, nonparametric analysis of variance. Occasional.
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STA 4502 - Nonparametric Statistical Methods
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STA 4504: Categorical Data Analysis
3.00 Credits
University of Central Florida
Prerequisite(s): STA 4163 Twoway and three-way contingency tables, odds ratios, partial association, logistic regression and log linear models. Occasional.
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STA 4504 - Categorical Data Analysis
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STA 4641: Risk Theory and Decision
3.00 Credits
University of Central Florida
Prerequisite(s): STA 4322. Individual and collective risk models for short terms and for extended periods, applications of risk theory to actuarial problems. Risk factors and their financial effects. Occasional.
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STA 4641 - Risk Theory and Decision
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STA 4664: Statistical Quality Control
3.00 Credits
University of Central Florida
Prerequisite(s): STA 2023 or STA 3032. Statistical concepts and methods applied to the control of quality of manufactured products. Occasional.
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STA 4664 - Statistical Quality Control
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STA 4672: Actuarial Statistical Methods
3.00 Credits
University of Central Florida
Prerequisite(s): STA 2023 and STA 4183. Regression and time series analysis of insurance and financial data. Occasional.
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STA 4672 - Actuarial Statistical Methods
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STA 4674: Life Testing Analysis
3.00 Credits
University of Central Florida
Prerequisite(s): STA 4322. Models of survival analysis including random and non-random censoring and truncation. Parametric estimation of life distribution. Nonparametric methods. Grouped data. Occasional.
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STA 4674 - Life Testing Analysis
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STA 4852: Applied Time Series
3.00 Credits
University of Central Florida
Prerequisite(s): STA 4163. Forecasting methods, time series analysis, stationary and nonstationary time series, ARIMA models, forecasting processes. Occasional.
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STA 4852 - Applied Time Series
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