Linear Regression Models under Multicollinearity: Ridge Regression Inferential Techniques - Softcover

Pushpalatha, M.; Naidu, M. Bhupathi; Pagadala, Balasiddamuni

 
9783659389764: Linear Regression Models under Multicollinearity: Ridge Regression Inferential Techniques
Softcover
ISBN 10: 3659389765 ISBN 13: 9783659389764
Verlag: LAP LAMBERT Academic Publishing, 2013

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

She is working as senior lecturer in statistics in Padmavathi Womens Degree and PG College, Tirupati ,A.P.,INDIA.She has 13 Years of Teaching Experience. She ha published 3 papers in National/International Journals and 6 Research Papers were presented at national/International Seminars/Conferences.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2013
Sprache
Englisch
ISBN 10 
3659389765
ISBN 13 
9783659389764
Einband
Taschenbuch
Anzahl der Seiten
216
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
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