STAT 519 - Time Series Analysis

Institution:

University of Washington-Seattle Campus

Subject:

Statistics

Description:

Descriptive techniques. Stationary and nonstationary processes, including ARIMA processes. Estimation of process mean and autocovariance function. Fitting ARIMA models to data. Statistical tests for white noise. Forecasting. State space models and the Kalman filter. Robust time series analysis. Regression analysis with correlated errors. Statistical properties of long memory processes. Offered: A.

Credits:

3.00

Credit Hours:

Prerequisites:

STAT 513

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.washington.edu

Phone Number:

(206) 543-2100

Regional Accreditation:

Northwest Commission on Colleges and Universities

Calendar System:

Quarter

The Course Profile information is provided and updated by third parties including the respective institutions. While the institutions are able to update their information at any time, the information is not independently validated, and no party associated with this website can accept responsibility for its accuracy.