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ST 546: Probability and Stochastic Processes I
3.00 Credits
North Carolina State University
Modern introduction to Probability Theory and Stochastic Processes. The choice of material is motivated by applications to problems such as queueing networks, filtering and financial mathematics. Topics include: review of discrete probability and continuous random variables, random walks, markov chains, martingales, stopping times, erodicity, conditional expectations, continuous-time Markov chains, laws of large numbers, central limit theorem and large deviations.
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ST 546 - Probability and Stochastic Processes I
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ST 552: Linear Models and Variance Components
3.00 Credits
North Carolina State University
Theory of estimation and testing in full and non-full rank linear models. Normal theory distributional properties. Least squares principle and the Gauss-Markoff theorem. Estimability and properties of best linear unbiased estimators. General linear hypothesis. Application of dummy variable methods to elementary classification models for balanced and unbalanced data. Analysis of covariance. Variance components estimation for balanced data.
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ST 552 - Linear Models and Variance Components
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ST 561: Intermediate Econometrics
3.00 Credits
North Carolina State University
Formalization of economic hypotheses into testable relationships and application of appropriate statistical techniques. Major attention to procedures applicable for single equation stochastic models expressing microeconomic and macroeconomic relation-ships. Statistical considerations relevant in working with time series and cross sectional data in economic investigations. Survey of simultaneous equation models and the available estimation techniques.
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ST 561 - Intermediate Econometrics
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ST 590: Special Topics
1.00 - 3.00 Credits
North Carolina State University
No course description available.
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ST 590 - Special Topics
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ST 601: Seminar
1.00 Credits
North Carolina State University
No course description available.
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ST 601 - Seminar
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ST 610: Topics in Stat
0.00 Credits
North Carolina State University
Special topics in Statistics.
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ST 610 - Topics in Stat
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ST 620: Special Problems
1.00 - 3.00 Credits
North Carolina State University
Development of techniques for specialized cases, particularly in connection with thesis and practical consulting problems.
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ST 620 - Special Problems
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ST 621: Statistical Problems In Toxicology
3.00 Credits
North Carolina State University
Introduction to statistical issues arising in toxicological research. Review of basic experimental design and analysis methods, introduction to epidemology, nonparametric methods, dose-response methods, teratology and short-term mutagenicity studies, long-term carcinogenicity studies and risk assessment.
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ST 621 - Statistical Problems In Toxicology
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ST 625: Advanced Special Problems
1.00 - 3.00 Credits
North Carolina State University
Any new advance in the field of statistics which can be presented in lecture series as unique opportunities arise.
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ST 625 - Advanced Special Problems
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ST 630: Independent Study
1.00 - 3.00 Credits
North Carolina State University
No course description available.
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ST 630 - Independent Study
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