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STAT GU4282 Linear Regression and Time Series Methods. 3 points.

CC/GS: Partial Fulfillment of Science Requirement

Prerequisites: STAT GU4204 or the equivalent.

A one semester course covering: simple and multiple regression, including testing, estimation, and confidence procedures, modeling, regression diagnostics and plots, polynomial regression, colinearity and confounding, model selection, geometry of least squares. Linear time series models. Auto-regressive, moving average and ARIMA models. Estimation and forecasting with time series models. Confidence intervals and prediction error. Students may not receive credit for more than two of STAT W4315, W4437, and W4440. Satisfies the SOA VEE requirements in regression and in time-series.

Spring 2019: STAT GU4282
Course Number Section/Call Number Times/Location Instructor Points Enrollment
STAT 4282 001/24483 M W 2:40pm - 3:55pm
214 Pupin Laboratories
Flavio Bartmann 3 17/50
Fall 2019: STAT GU4282
Course Number Section/Call Number Times/Location Instructor Points Enrollment
STAT 4282 001/48459 T Th 1:10pm - 2:25pm
703 Hamilton Hall
Flavio Bartmann 3 13/50

Statistics

Barnard College

http://bulletin.columbia.edu/barnard-college/courses-instruction/statistics/

The Statistics Department Office: 1005 School of Social Work (1255 Amsterdam Avenue); 212-851-2132 http://www.stat.columbia.edu

Statistics

General Studies

http://bulletin.columbia.edu/general-studies/majors-concentrations/statistics/

The Statistics Department Office: 1005 School of Social Work (1255 Amsterdam Avenue); 212-851-2132 http://www.stat.columbia.edu

Mathematics-Statistics

General Studies

http://bulletin.columbia.edu/general-studies/majors-concentrations/mathematics-statistics/

Director of Undergraduate Studies: Prof. Ovidiu Savin, 409 Mathematics; 212-854-8233; savin@math.columbia.edu

Statistics

Columbia College

http://bulletin.columbia.edu/columbia-college/departments-instruction/statistics/

...are encouraged to replace STAT GU4205 Linear Regression Models with STAT GU4282 Linear Regression and...

Mathematics

Columbia College

http://bulletin.columbia.edu/columbia-college/departments-instruction/mathematics/

...are encouraged to replace STAT GU4205 Linear Regression Models with STAT GU4282 Linear Regression and...

Applied Mathematics

General Studies

http://bulletin.columbia.edu/general-studies/majors-concentrations/applied-mathematics/

...are encouraged to replace STAT GU4205 Linear Regression Models with STAT GU4282 Linear Regression and...

Computer Science - Mathematics

General Studies

http://bulletin.columbia.edu/general-studies/majors-concentrations/computer-science-mathematics/

...are encouraged to replace STAT GU4205 Linear Regression Models with STAT GU4282 Linear Regression and...

Mathematics

General Studies

http://bulletin.columbia.edu/general-studies/majors-concentrations/mathematics/

...are encouraged to replace STAT GU4205 Linear Regression Models with STAT GU4282 Linear Regression and...