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STAT 612: Advanced Regression Techniques
3.00 Credits
University of Delaware
Selected topics in advanced regression analysis.
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STAT 612 - Advanced Regression Techniques
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STAT 613: Applied Multivariate Statistics
3.00 Credits
University of Delaware
Explores the main topics of multivariate statistics, including principal components, discrimination, classification procedures, and clustering techniques. Emphasis on how to identify the correct technique for a given problem, computer packages for its computation, and how to interpret the results.
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STAT 613 - Applied Multivariate Statistics
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STAT 615: Design and Analysis of Experiments
3.00 Credits
University of Delaware
Fundamental principles of design, randomized designs, Latin squares, sources of error, components of error. Factorial designs, response surfaces, models for design.
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STAT 615 - Design and Analysis of Experiments
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STAT 616: Advanced Design of Experiments
3.00 Credits
University of Delaware
Planning of experiments, designs for specific problems, fractional factorials, quasifactorial experiments, balanced and unbalanced designs, confounding, introduction to linear estimation. PREREQ: STAT615
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STAT 616 - Advanced Design of Experiments
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STAT 617: Multivariate Methods and Statistical Learning
3.00 Credits
University of Delaware
Random vectors and matrices, multivariate analysis of variance and covariance; classification and discrimination (linear and quadratic discriminant analysis); principal components analysis; resampling methods including cross-validation and bootstrap; support vector machines; classification and regression trees; random forests; boosting; cluster analysis; supervised dimension reduction. PREREQ: STAT602
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STAT 617 - Multivariate Methods and Statistical Learning
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STAT 619: Time Series Analysis
3.00 Credits
University of Delaware
Fundamental topics in time series analysis - features the Box and Jenkins techniques of fitting time series data. Includes an introduction to appropriate statistical packages.
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STAT 619 - Time Series Analysis
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STAT 621: Survival Analysis
3.00 Credits
University of Delaware
Statistical techniques used in the analysis of censored data including the Kaplan-Meier estimator, the analysis of one, two and K sample problems, and regression analysis based on the Cox proportional hazards model.
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STAT 621 - Survival Analysis
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STAT 622: Statistical Network Analysis
3.00 Credits
University of Delaware
Statistical theory and learning for network data.
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STAT 622 - Statistical Network Analysis
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STAT 640: Statistical Consulting
3.00 Credits
University of Delaware
Topics include the client/consultant relationship; effective communication; identifying the question, developing a plan and presenting the results; following up; actual consulting experience.
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STAT 640 - Statistical Consulting
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STAT 641: Statistical Laboratory
1.00 Credits
University of Delaware
Requires attendance at the weekly statistical laboratory meetings.
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STAT 641 - Statistical Laboratory
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