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PORT 6: Intermediate Portuguese
4.00 Credits
University of California-Santa Barbara
An intensive course designed to develop students' skills in reading and oral and written expression by reading and discussing Luso-Brazilian texts and writing compositions on related topics.
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PORT 6 - Intermediate Portuguese
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PORT 8A: Portuguese Conversation
2.00 Credits
University of California-Santa Barbara
Informal conversation hour. Courses conducted entirely in Portuguese.
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PORT 8A - Portuguese Conversation
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PSTAT 120A: Probability and Statistics
4.00 Credits
University of California-Santa Barbara
Concepts of probability; random variables; combinatorial probability; discrete and continuous distributions; joint distributions, expected values; moment generating functions; law of large numbers and central limit theorems.
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PSTAT 120A - Probability and Statistics
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PSTAT 120B: Probability and Statistics
4.00 Credits
University of California-Santa Barbara
Distribution of sample mean and sample variance; t, chi-squared and F distributions; summarizing data by statistics and graphs; estimation theory for single samples: sufficiency, efficiency, consistency, method of moments, maximum likelihood; hypothesis testing: likelihood ratio test; confidence intervals.
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PSTAT 120B - Probability and Statistics
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PSTAT 120C: Probability and Statistics
4.00 Credits
University of California-Santa Barbara
Hypothesis tests for means of independent samples and paired data; likelihood ratio tests; nonparametric hypothesis tests: sign, rank, and Mann-Whitney tests; chi-squared goodness-of-fit tests and contingency tables; Bayesian methods of estimating parameters and credible intervals.
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PSTAT 120C - Probability and Statistics
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PSTAT 122: Design and Analysis of Experiments
4.00 Credits
University of California-Santa Barbara
Linear models; least squares theory; one way and two-way analysis of variance; multiple comparison procedures; fixed, random, and mixed effects models; basic designs including completely randomized design, randomized blocks design, imcomplete block designs, Latin squares, factorial and fractional factorial designs; analysis of covariance.
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PSTAT 122 - Design and Analysis of Experiments
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PSTAT 123: Sampling Techniques
4.00 Credits
University of California-Santa Barbara
An elementary development of the statistical methods used to design and analyze sample surveys. Basic ideas: estimates, bias, variance, sampling and nonsampling errors; simple random sampling with and without replacement; ratio and regression estimates; stratified sampling; systematic sampling; cluster sampling; sampling with unequal probabilities, multistage sampling. Examples from various fields will be discussed to illustrate the concepts including sampling of biological populations, opinion polls, etc.
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PSTAT 123 - Sampling Techniques
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PSTAT 126: Regression Analysis
4.00 Credits
University of California-Santa Barbara
Linear and multiple regression, analysis of residuals, variable and model selection including stepwise regression, and analysis of covariance. Other topics may include logistic regression, probit analysis, nonlinear regression and nonparametric regression, and correlation methods.
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PSTAT 126 - Regression Analysis
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PSTAT 130: SAS Base Programming
4.00 Credits
University of California-Santa Barbara
In depth SAS programming course. Topics include importing/exporting raw data files, manipulating/transforming data, combining SAS data sets, generating reports, handling syntax and logic errors. Provides preparation for the SAS Institute Certified Professional (Base Programming) Examination.
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PSTAT 130 - SAS Base Programming
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PSTAT 160A: Applied Stochastic Processes
4.00 Credits
University of California-Santa Barbara
Discrete probability models. Review of discrete probability, conditional expectations, simulation techniques for discrete random variables. Discrete time stochastic processes: random walks and Markov chains with applications to Monte Carlo simulation and mathematical finance.
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PSTAT 160A - Applied Stochastic Processes
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