Statistical Data Analysis. A Practical Guide

✍ Scribed by Milan Meloun (Auth.)

• Publisher: Woodhead Publishing India PVT. LTD
• Year: 2011
• Tongue: English
• Leaves: 774
• Series: Woodhead Publishing India
• Edition: 1
• Category: Library

✦ Synopsis

Over the past decade, computer supported data analysis by statistical methods has been one of the fastest growth areas in chemometrics, biometrics and other related branches of natural, technical and social sciences. This has been strongly supported by the development of exploratory data analysis, testing assumptions about data, model and statistical methods and computer intensive techniques. This book presents a combination of individual topics with solved problems and a collection of experimental tasks. Methods suitable for extreme or small and large datasets are described.

• Presents a combination of individual topics in one complete volume featuring statistical analysis of univariate and multivariate data
• Interspersed throughout with solved problems and experimental tasks suitable for extreme or small and large datasets
• Features the interpretation of results based on the comprehensive information about data behaviour and validity of used assumptions

✦ Table of Contents

Content:
Front matter, Pages i,iii
Copyright, Page iv
Preface, Pages viii-x
1 - Errors in instrumental measurements, Pages 1-23
2 - The exploratory and confirmatory analysis of univariate data, Pages 25-71
3 - Statistical analysis of univariate data, Pages 73-150
4 - Statistical analysis of multivariate data, Pages 151-403
5 - Analysis of variance, Pages 405-447
6 - Linear Regression Models, Pages 449-629
7 - Correlation, Pages 631-666
8 - Nonlinear Regression Models, Pages 667-762
Index, Pages 763-773