Statistical Treatment Of Analytical Data

E-Book Overview

SynopsisIf for no other reason, the American ISO 25 and European EN45001 standards have increased analytic laboratories' awareness of the statistic treatment of analytic data and its need to be both accurate and precise simultaneously. Here the authors help practitioners by examining statistical measures of experimental data, distribution functions, confidence limits of the means, significance tests, and outliers. They describe regression analysis in light of instrument calibration, identification of an analyte by multi-measurement analysis, smoothing of spectra signals, peak search and peak integration, Fourier Transform methods, uncertainty analysis, and the unlikely but effective tools of artificial neural networks in analytical chemistry. They include references for each topic and a general index.

E-Book Content

Statistical Treatment of Analytical Data Zeev B. Alfassi Zvi Boger Yigal Ronen Blackwell Science CRC Press Statistical Treatment of Analytical Data Zeev B. Alfassi Department of Nuclear Engineering, Ben-Gurion University, Israel Zvi Boger OPTIMAL – Industrial Neural Systems, Ltd, Beer Sheva, Israel Yigal Ronen Department of Nuclear Engineering, Ben-Gurion University, Israel ß 2005 by Blackwell Science Ltd A Blackwell Publishing Company Editorial offices: Blackwell Publishing Ltd, 9600 Garsington Road, Oxford OX4 2DQ, UK Tel: þ44 (0)1865 776868 Blackwell Publishing Asia Pty Ltd, 550 Swanston Street, Carlton, Victoria 3053, Australia Tel: þ61 (0)3 8359 1011 ISBN 0-632-05367-4 Published in the USA and Canada (only) by CRC Press LLC, 2000 Corporate Blvd., N.W., Boca Raton, FL 33431, USA Orders from the USA and Canada (only) to CRC Press LLC USA and Canada only: ISBN 0-8493-2436-X The right of the Author to be identified as the Author of this Work has been asserted in accordance with the Copyright, Designs and Patents Act 1988. All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, electronic, mechanical, photocopying, recording or otherwise, except as permitted by the UK Copyright, Designs and Patents Act 1988, without the prior permission of the publisher. This book contains information obtained from authentic and highly regarded sources. Reprinted material is quoted with permission, and sources are indicated. Reasonable efforts have been made to publish reliable data and information, but the author and the publisher cannot assume responsibility for the validity of all materials or for the consequences of their use. Trademark notice: Product or corporate names may be trademarks or registered trademarks, and are used only for identification and explanation, without intent to infringe. First published 2005 Library of Congress Cataloging-in-Publication Data: A catalog record for this title is available from the Library of Congress British Library Cataloguing-in-Publication Data: A catalogue record for this title is available from the British Library Set in 10/12 Times by Kolam Information Services Pvt. Ltd, Pondicherry, India Printed and bound in India by Gopsons Papers Ltd, Noida The publisher’s policy is to use permanent paper from mills that operate a sustainable forestry policy, and which has been manufactured from pulp processed using acid-free and elementary chlorine-free practices. Furthermore, the publisher ensures that the text paper and cover board used have met acceptable environmental accreditation standards. For further information on Blackwell Publishing, visit our website: www.blackwellpublishing.com Contents Preface vi 1 Introduction 1 1.1 1.2 1 3 2 Statistical measures of experimental data 2.1 2.2 2.3 2.4 3 5 Mean and standard deviation Graphica
You might also like

High Performance Data Mining
Authors: Guo , Grossman. (eds.)    168    0


Algorithms For Programmers: Ideas And Source Code
Authors: Arndt J.    209    0


Tree Automata Techniques And Applications
Authors: Comon H. , et al.    141    0


Functional Programming
Authors: Fokker J.    134    0


Handbook Of Data Structures And Applications
Authors: Dinesh P. Mehta , Sartaj Sahni (editors)    96    0


Algorithms And Complexity
Authors: Herbert S. Wilf    100    0


Advances In Discrete Tomography And Its Applications
Authors: Gabor T. Herman , Attila Kuba    86    0


A Practical Theory Of Programming
Authors: Eric C.R. Hehner    120    0


Python Developer's Handbook
Authors: Andre Lessa    116    0


Fortran 90: A Conversion Course For Fortran 77 Programmers
Authors: Walter S. Brainerd , Charles H. Goldberg , Jeanne C. Adams    108    0