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STAT 4021: Actuarial Time Series
3.00 Credits
University of Minnesota-Duluth
Problem-solving techniques in time-series analysis needed in actuarial work. (offered alt yrs)
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STAT 4021 - Actuarial Time Series
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STAT 4101: Actuarial Calculus and Probability
3.00 Credits
University of Minnesota-Duluth
Problem-solving techniques in calculus and probability used in the mathematical foundations of actuarial science.
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STAT 4101 - Actuarial Calculus and Probability
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STAT 5411: Analysis of Variance
3.00 Credits
University of Minnesota-Duluth
Analysis of variance techniques as applied to scientific experiments and studies. Randomized block designs, factorial designs, nesting. Checking model assumptions. Using statistical computer software.
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STAT 5411 - Analysis of Variance
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STAT 5511: Regression Analysis
3.00 Credits
University of Minnesota-Duluth
Simple, polynomial, and multiple regression. Matrix formulation of estimation, testing, and prediction in linear regression model. Analysis of residuals, model selection, transformations, and use of computer software.
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STAT 5511 - Regression Analysis
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STAT 5515: Multivariate Statistics
3.00 Credits
University of Minnesota-Duluth
Hotelling T[2], multivariate analysis of variance, canonical correlation, discriminant analysis, principal components. Use of computer software. (offered alt yrs)
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STAT 5515 - Multivariate Statistics
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STAT 5531: Probability Models
3.00 Credits
University of Minnesota-Duluth
Development of probability models and their applications to science and engineering. Classical models such as binomial, Poisson, and exponential distributions. Random variables, joint distributions, expectation, covariance, independence, conditional probability. Markov processes and their applications. Selected topics in stochastic processes.
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STAT 5571: Probability
3.00 Credits
University of Minnesota-Duluth
Axioms of probability. Discrete and continuous random variables and their probability distributions. Joint and conditional distributions. Mathematical expectation, moments, correlation, and conditional expectation. Normal and related distributions. Limit theorems.
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STAT 5571 - Probability
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STAT 5572: Statistical Inference
3.00 Credits
University of Minnesota-Duluth
Mathematical statistics; Bayes' and maximum-likelihood estimators, unbiased estimators; confidence intervals; hypothesis testing, including likelihood ratio tests, most powerful tests, and goodness-of-fit tests.
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STAT 5572 - Statistical Inference
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STAT 8444: FTE:Doctoral
3.00 Credits
University of Minnesota-Duluth
FTE:Doctoral
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STAT 8444 - FTE:Doctoral
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STAT 8611: Linear Models
3.00 Credits
University of Minnesota-Duluth
Developing statistical theory of general linear model. Distribution theory, testing, and estimation. Analysis of variance and regression. (offered alt yrs)
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STAT 8611 - Linear Models
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