Statistics and chemometrics for analytical chemistry
著者
書誌事項
Statistics and chemometrics for analytical chemistry
Pearson Education, 2018
7th ed
大学図書館所蔵 全6件
  青森
  岩手
  宮城
  秋田
  山形
  福島
  茨城
  栃木
  群馬
  埼玉
  千葉
  東京
  神奈川
  新潟
  富山
  石川
  福井
  山梨
  長野
  岐阜
  静岡
  愛知
  三重
  滋賀
  京都
  大阪
  兵庫
  奈良
  和歌山
  鳥取
  島根
  岡山
  広島
  山口
  徳島
  香川
  愛媛
  高知
  福岡
  佐賀
  長崎
  熊本
  大分
  宮崎
  鹿児島
  沖縄
  韓国
  中国
  タイ
  イギリス
  ドイツ
  スイス
  フランス
  ベルギー
  オランダ
  スウェーデン
  ノルウェー
  アメリカ
注記
Sixth ed.: Harlow : Prentice Hall, 2010
Includes bibliographical references and index
内容説明・目次
内容説明
Statistics and Chemometrics for Analytical Chemistry 7th edition provides a clear, accessible introduction to main statistical methods used in modern analytical laboratories.
It continues to be the ideal companion for students in Chemistry and related fields keen to build their understanding of how to conduct high quality analyses in areas such as the safety of food, water and medicines, environmental monitoring, and chemical manufacturing. With a focus on the underlying statistical ideas, this book incorporates useful real world examples, step by step explanation and helpful exercises throughout.
Features of the new edition:
* Significant revision of the Quality of analytical measurements chapter to incorporate more detailed coverage of the estimation of measurement uncertainty and the validation of analytical methods.
* Updated coverage of a range of topics including robust statistics, Bayesian methods, and testing for normality of distribution, plus expanded material on regression and calibration methods.
* Additional experimental design methods, including the increasingly popular optimal designs.
* Worked examples have been updated throughout to ensure compatibility with the latest versions of Excel and Minitab.
* Exercises are available at the end of each chapter to allow student to check understanding and prepare for exams. Answers are provided at the back of the book for handy reference.
This book is aimed at undergraduate and graduate courses in Analytical Chemistry and related topics. It will also be a valuable resource for researchers and chemists working in analytical chemistry.
目次
Glossary of symbols
1 Introduction
2 Statistics of repeated measurements
3 Significance tests
4 The quality of analytical measurements
5 Calibration methods in instrumental analysis: Regression and correlation
6 Non-parametric and robust methods
7 Experimental design and optimisation
8 Multivariate analysis
Appendix 1: Commonly used statistical significance tests
Appendix 2: Statistical tables
「Nielsen BookData」 より