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University of California-Davis Course Info

Davis, California

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STA 237B

Time Series Analysis

Term Paper. Advanced topics in time series analysis and applications. Models for experimental data, measures of dependence, large-sample theory, statistical estimation and inference. Univariate and multivariate spectral analysis, regression, ARIMA models, state-space models, Kalman filtering.

Units: 4.0

Hours: Lecture—3 hour(s);

Prerequisites:
STA 237A - Time Series Analysis
and
STA 131B - Introduction to Mathematical Statistics