Statistical Analysis Handbook - StatsRef

Statistical Analysis Handbook A comprehensive Handbook of Statistical concepts, techniques and software tools Dr M J de Smith Statistical Analysis Handbook A comprehensive Handbook of Statistical concepts, techniques and software tools by Dr M J de Smith Statistical Analysis Handbook 2014 Dr M J de Smith : All rights reserved. No parts of this work may be reproduced in any form or by any means - graphic, electronic, or mechanical, including photocopying, recording, taping, or information storage and retrieval systems - without the written permission of the publisher. Products that are referred to in this document may be either trademarks and/or registered trademarks of the respective owners. The publisher and the author make no claim to these trademarks. While every precaution has been taken in the preparation of this document, the publisher and the author assume no responsibility for errors or omissions, or for damages resulting from the use of information contained in this document or from the use of programs and source code that may accompany it.

16.1 Least squares 522 16.2 Ridge regression 528 16.3 Simple and multiple linear regression 529 16.4 Polynomial regression 543 16.5 Generalized Linear Models (GLIM) 545 16.6 Logistic regression for proportion data 547 16.7 Poisson regression for count data 550 16.8 Non-linear regression 554 16.9 Smoothing and Generalized Additive Models (GAM) 558

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