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RECORD NUMBER: 3 OF 38

OLS Field Name OLS Field Data
Main Title A practical guide to scientific data analysis /
Author Livingstone, D.
Publisher Wiley,
Year Published 2009
OCLC Number 423388320
ISBN 9780470851531; 0470851538
Subjects Science--Statistical methods. ; Experimental design. ; Datenanalyse ; Chemometrie
Holdings
Library Call Number Additional Info Location Last
Modified
Checkout
Status
EJAM  QA279.L597 2009 Region 3 Library/Philadelphia, PA 10/26/2010 DISPERSAL
ELCM  QA279.L597 2009 NVFEL Library/Ann Arbor, MI 08/04/2021
Collation xv, 341 pages : illustrations ; 24 cm
Notes
Includes bibliographical references and index.
Contents Notes
"This handbook of data analysis with worked examples focuses on the application of mathematical and statistical techniques and the interpretation of their results." "The chapters are organised logically, from planning an experiment, through examining and displaying the data, to contructing quantitative models. Each chapter is intended to stand alone, so that casual users can refer to the section that is most appropriate to their problem."--Jacket. Introduction: Data and it's Properties, Analytical Methods and Jargon -- Experimental Design -- Experiment and Set Selection -- Data Pre-treatment and Variable Selection -- Data Display -- Unsupervised Learning -- Regression Analysis -- Supervised Learning -- Multivariate Dependent Data -- Artificial Intelligence and Friends -- Molecular Design.