Bookcover of Linear Regression Models under Multicollinearity
Booktitle:

Linear Regression Models under Multicollinearity

Ridge Regression Inferential Techniques

LAP LAMBERT Academic Publishing (2013-07-24 )

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ISBN-13:

978-3-659-38976-4

ISBN-10:
3659389765
EAN:
9783659389764
Book language:
English
Blurb/Shorttext:
This book proposes the various types of new Ridge regression estimators to deal with the problem of multicollinearity in multiple linear regression analysis.An Ordinary ridge regression estimators and an orthonormal( ridge regression estimators have been derived by selecting the values for ridge parameter based on studentized residuals.A partitioned linear regression model has been specified and the ridge regression estimator has been developed by using Internally studentized residual sum of squares.besides these,an Adaptive General Ridge regression estimator's and a new combined restricted ridge regression estimators have been proposed along with iterative procedures for the solutions of elements of ridge parameters matrix.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
http://www.lap-publishing.com/
By (author) :
M. Pushpalatha, M. Bhupathi Naidu, Balasiddamuni Pagadala
Number of pages:
216
Published on:
2013-07-24
Stock:
Available
Category:
Theory of probability, stochastics, mathematical statistics
Price:
7316.04 руб
Keywords:
Econometrics Theory

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