Skip to Main Content
Riphah International University
LibGuides
Advanced Regression Analysis
Course Outline
Search this Guide
Search
Advanced Regression Analysis: Course Outline
Regression is used to test the effects of n independent (predictor) variables on a single dependent (criterion) variable.
Home
Course Outline
eResources
Course Outline
Generalized Linear Models (GLM),
Least Squares and Unbiased Estimation,
Best Linear Unbiased Estimation (BLUE),
Multiple Regression Analysis,
Hetroscedasticity,
Autocorrelation,
Multicollinearity,
Ridge Regression,
Properties of the Ridge Estimator,
Outlier Diagnostics,
Recent Developments,
High-Breakdown Diagnostics,
Motivation for Shrinkage,
Stein-Rule in the Regression Context,
Properties of the Stein-Rule Estimator and its Extensions,
Testing a Nonlinear Specification,
Measures of Nonlinearity,
Orthogonality,
Jackknifing,
Bootstrapping.
Recommended Books
Applied regression analysis
by Draper, Norman R. | Harry Smith
Published by : John Wiley & Sons
ISBN: 9788126531738
Basic econometrics
by Gujarati, Damodar N. | Sangeeth
Published by : Tata McGraw-Hill
ISBN: 0070660050
E-Books
Regression Analysis : Statistical Modeling of a Response Variable (2nd Edition)
by Freund, Rudolf Jakob
more...
less...
Wilson, William J.
Publisher: Academic Press
ISBN: 9780080522975
Wiley Handbooks in Applied Statistics : Handbook of Regression Analysis
by Chatterjee, Samprit
Simonoff, Jeffrey S.
more...
less...
Publisher: John Wiley & Sons
ISBN: 9781118532812
Survival and Event History Analysis : A Process Point of View
by Gail, M.
Krickeberg, K.
more...
less...
Samet, J.
Publisher: Springer
ISBN: 9780387685601
<<
Previous:
Home
Next:
eResources >>