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STAT 5819: Bayesian Statistics
3.00 Credits
Youngstown State University
5819. Bayesian Statistics. An introduction to the Bayesian approach to statistical inference for data analysis in a variety of applications. Data analysis using statistical software will be emphasized. Topics include: comparison of Bayesian and frequentist methods, Bayesian model specification, prior specification, basics of decision theory, Markov chain Monte Carlo, Bayes factor, empirical Bayes, Bayesian linear regression and generalized linear models, hierarchical models. Prereq.: STAT 3717 or STAT 3743 or STAT 4817 or STAT 6940 or equivalent. 3 s.h.
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STAT 5840: Statistical Computing
3.00 Credits
Youngstown State University
5840. Statistical Computing. Computational methods used in statistics. Topics include generation and testing of random numbers, computer intensive methods, and simulation studies. Prereq.: STAT 3717 or STAT 3743. 3 s.h.
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STAT 5846: Categorical Data Analysis
3.00 Credits
Youngstown State University
5846. Categorical Data Analysis. Discrete distributions, contingency table analysis, odds ratios, relative risk, logistic regression, hierarchical models. Prereq.: STAT 4817 or STAT 4844. 3 s.h.
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STAT 5847: Nonparametric Statistics
3.00 Credits
Youngstown State University
5847. Nonparametric Statistics. Nonparametric statistical inference including tests of hypotheses for one sample, two or more related independent samples, dependence, goodness-of-fit, trend, and related topics. Prereq.: STAT 3717 or STAT 3743 or equivalent. 3 s.h.
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STAT 5849: Multivariate Statistical Analysis
3.00 Credits
Youngstown State University
5849. Multivariate Statistical Analysis. The statistical analysis of multivariate observations. Topics include multivariate probability distribution theory, regression, analysis of variance, and techniques in data analysis. Prereq.: MATH 3720 and STAT 4844 or equivalent. 3 s.h.
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STAT 5857: Statistical Consulting
3.00 Credits
Youngstown State University
5857. Statistical Consulting. The objective of this course is to cultivate the skills necessary to competently engage in statistical consulting. Topics include problem solving, study design, power and sample size, data management, selection and application of statistical methods, ethical practice, and effective visual and literal communication of results. Prereq.: STAT 4817 or equivalent. 3 s.h.
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STAT 5895: Special Topics in Statistics
2.00 - 3.00 Credits
Youngstown State University
5895. Special Topics in Statistics. The study of a standard statistical topic in depth or the development of a special area of statistics. May be repeated twice. Prereq.: STAT 3717 or STAT 3743. 2-3 s.h.
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STAT 5895A: Sel Top Actuarial Models 1
2.00 - 3.00 Credits
Youngstown State University
5895A. Sel Top Actuarial Models 1. The study of a standard statistical topic in depth or the development of a special area of statistics. May be repeated twice. Prereq.: STAT 3717 or 3743. 2-3 s.h.
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STAT 5895B: Special Topics in Statistics Stochastic Processes
2.00 - 3.00 Credits
Youngstown State University
5895B. Special Topics in Statistics Stochastic Processes. The study of a standard statistical topic in depth or the development of a special area of statistics. May be repeated twice. Prereq.: STAT 3717 or 3743. 2-3 s.h.
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STAT 5895C: Special Topics in Statistics Design and Analysis of Experiment
2.00 - 3.00 Credits
Youngstown State University
5895. Special Topics in Statistics Design and Analysis of Experiment. The study of a standard statistical topic in depth or the development of a special area of statistics. May be repeated twice. Prereq.: STAT 3717 or 3743. 2-3 s.h.
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