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SPANISH R1A: Reading and Composition Through Readings from the Spanish-Speaking World
4.00 Credits
University of California-Berkeley
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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STAT 131A: Statistical Inferences for Social and Life Scientists
4.00 Credits
University of California-Berkeley
Ideas for estimation and hypothesis testing basic to applications. Linear estimation and normal regression theory.
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STAT 131A - Statistical Inferences for Social and Life Scientists
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STAT 133: Concepts in Computing with Data
3.00 Credits
University of California-Berkeley
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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STAT 133 - Concepts in Computing with Data
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STAT 134: Concepts of Probability
3.00 Credits
University of California-Berkeley
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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STAT 134 - Concepts of Probability
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STAT 135: Concepts of Statistics
4.00 Credits
University of California-Berkeley
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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STAT 135 - Concepts of Statistics
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STAT 151A: Linear Modelling: Theory and Applications
4.00 Credits
University of California-Berkeley
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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STAT 151A - Linear Modelling: Theory and Applications
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STAT 153: Introduction to Time Series
4.00 Credits
University of California-Berkeley
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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STAT 153 - Introduction to Time Series
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STAT 155: Game Theory
3.00 Credits
University of California-Berkeley
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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STAT 155 - Game Theory
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STAT 157: Seminar on Topics in Probability and Statistics
3.00 Credits
University of California-Berkeley
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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STAT 157 - Seminar on Topics in Probability and Statistics
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STAT 198: Directed Study for Undergraduates
2.00 Credits
University of California-Berkeley
Special tutorial or seminar on selected topics.
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STAT 198 - Directed Study for Undergraduates
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