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Course Criteria
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4.00 Credits
The course will offer students an introduction to the literature and culture of Spanish-speaking worlds, will help them develop their skills as readers and critical thinkers and make significant progress in their ability to write coherent, intellectually forceful expository prose. We will focus on analytical writing by developing control of argument and style. Essays will be produced through a process of workshop and revision, with in-class writing, homework, and peer commentary. Our guide will be Style: Lessons in Clarity and Grace. Students meet together and also individually with the professor.
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4.00 Credits
Ideas for estimation and hypothesis testing basic to applications. Linear estimation and normal regression theory.
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3.00 Credits
An introduction to computationally intensive applied statistics. Topics will include organization and use of databases, visualization and graphics, statistical learning and data mining, model validation procedures, and the presentation of results.
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3.00 Credits
An introduction to probability, emphasizing concepts and applications. Conditional expectation, independence, laws of large numbers. Discrete and continuous random variables. Central limit theorem. Selected topics such as the Poisson process, Markov chains, characteristic functions.
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4.00 Credits
A comprehensive survey course in statistical theory and methodology. Topics include descriptive statistics, maximum likelihood estimation, goodness-of-fit tests, analysis of variance, and least squares estimation. The laboratory includes computer-based data-analytic applications to science and engineering.
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4.00 Credits
A coordinated treatment of linear and generalized linear models and their application. Linear regression, analysis of variance and covariance, random effects, design and analysis of experiments, quality improvement, log-linear models for discrete multivariate data, model selection, robustness, graphical techniques, productive use of computers, in-depth case studies.
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4.00 Credits
An introduction to time series analysis in the time domain and spectral domain. Topics will include: estimation of trends and seasonal effects, autoregressive moving average models, forecasting, indicators, harmonic analysis, spectra.
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3.00 Credits
General theory of zero-sum, two-person games, including games in extensive form and continuous games, and illustrated by detailed study of examples.
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3.00 Credits
Substantial student participation required. The topics to be covered each semester that the course may be offered will be announced by the middle of the preceding semester, see departmental bulletins.
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2.00 Credits
Special tutorial or seminar on selected topics.
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