UID:
almafu_9959327677702883
Format:
1 online resource (xv, 341 pages) :
,
illustrations
ISBN:
9780470017913
,
0470017910
,
9780470684818
,
047068481X
Content:
Inspired by the author's need for practical guidance in the processes of data analysis, A Practical Guide to Scientific Data Analysis has been written as a statistical companion for the working scientist. This handbook of data analysis with worked examples focuses on the application of mathematical and statistical techniques and the interpretation of their results. Covering the most common statistical methods for examining and exploring relationships in data, the text includes extensive examples from a variety of scientific disciplines. The chapters are organised logically, from planning an e.
Note:
A Practical Guide to Scientific Data Analysis; Contents; Preface; Abbreviations; 1 Introduction: Data and Its Properties, Analytical Methods and Jargon; 2 Experimental Design -- Experiment and Set Selection; 3 Data Pre-treatment and Variable Selection; 4 Data Display; 5 Unsupervised Learning; 6 Regression Analysis; 7 Supervised Learning; 8 Multivariate Dependent Data; 9 Artificial Intelligence and Friends; 10 Molecular Design; Index.
Additional Edition:
Print version: Livingstone, D. (David). Practical guide to scientific data analysis. Chichester, U.K. : Wiley, 2009 ISBN 9780470851531
Additional Edition:
ISBN 0470851538
Language:
English
Keywords:
Electronic books.
;
Electronic books.
;
Electronic books.
DOI:
10.1002/9780470017913
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470017913
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470017913
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470017913
