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To order this title, and for more information, click here
Second Edition
By
Howard Mark, Mark Electronics, Suffern, New York, U.S.A.
Jerry Workman, Jr., Argose Incorporated, Waltham, MA, U.S.A
Description
Statistics in Spectroscopy, Second Edition, is an expanded and updated version of the original title. The aim of the book is to bridge
the gap between the average chemist/spectroscopist and the study of statistics. This second edition differs from the first in that expanded
chapters are incorporated to highlight the relationship between elementary statistics and the more advanced concepts of chemometrics.
The book introduces the novice reader to the ideas and concepts of statistics and uses spectroscopic examples to show how these concepts
are applied. The advent of instrumentation and methods of data analysis based on multivariate mathematics has created a need to introduce
the non-statitician to the ideas, concepts and thought processes of statistics and statisticians. Several key statistical concepts are
introduced through the use of computer programs. The new sections on chemometrics include an exercise showing that there is a deep and
fundamental connection between the two, supposedly different, disciplines of statistics and chemometrics.
Audience
All spectroscopists and those involved in statistics and analysis of data, both chemical and biological, especially those in chemistry,
statistics, computer science and biology departments. Also relevant to the manufacturing, pharmaceutical, agricultural and textile industries,
and all large corporations with analytical chemistry and chemical engineering departments.
Contents
Chapter 1 INTRODUCTION-WHY THIS BOOK?
Chapter 2 IMPORTANT CONCEPTS FROM PROBABILITY THEORY
Chapter 3 POPULATIONS AND SAMPLES: THE MEANING
OF "STATISTICS"
Chapter 4 DEGREES OF FREEDOM
Chapter 5 INTRODUCTION TO DISTRIBUTIONS AND PROBABILITY SAMPLING
Chapter 6 THE NORMAL
DISTRIBUTION
Chapter 7 ALTERNATIVE WAYS TO CALCULATE STANDARD DEVIATION..
Chapter 8 THE CENTRAL LIMIT THEOREM
Chapter 9 SYNTHESIS OF
VARIANCE
Chapter 10 WHERE ARE WE AND WHERE ARE WE GOING?
Chapter 11 MORE AND DIFFERENT STATISTICS
Chapter 12 THE T-STATISTIC
Chapter
13 DISTRIBUTION OF MEANS
Chapter 14 ONE-AND TWO-TAILED TESTS
Chapter 15 PHILOSOPHICAL INTERLUDE
Chapter 16 BIASED AND UNBIASED ESTIMATORS
Chapter 17 THE VARIANCE OF VARIANCE
Chapter 18 HYPOTHESIS TESTING OF CHI-SQUARE
Chapter 19 MORE HYPOTHESIS TESTING
Chapter 20 STATISTICAL
INFERENCES
Chapter 21 HOW TO COUNT
Chapter 22 AND STILL COUNTING
Chapter 23 CONTINGENCY TABLES
Chapter 24 WHAT DO YOU MEAN, RANDOM?
Chapter
25 THE F-STATISTIC
Chapter 26 PRECISION AND ACCURACY: INTRODUCTION TO ANALYSIS OF VARIANCE
Chapter 27 ANALYSIS OF VARIANCE AND STATISTICAL
DESIGN OF EXPERIMENTS
Chapter 28 CROSSED AND NESTED EXPERIMENTS
Chapter 29 MISCELLANEOUS CONSIDERATIONS REGARDING ANALYSIS OF VARIANCE
Chapter 30 PITFALLS OF STATISTICS
Chapter 31 PITFALLS OF STATISTICS CONTINUED
Chapter 32 CALIBRATION IN SPECTROSCOPY
Chapter 33 CALIBRATION:
LINEAR REGRESSION AS A STATISTICAL TECHNIQUE
Chapter 34 CALIBRATION: ERROR SOURCES IN CALIBRATION
Chapter 35 CALIBRATION: SELECTING
THE CALIBRATION SAMPLES
Chapter 36 CALIBRATION: DEVELOPING THE CALIBRATION MODEL
Chapter 37 CALIBRATION: AUXILIARY STATISTICS FOR THE
CALlBRATION MODEL
Chapter 38 THE BEGINNING
| Bibliographic details |
Hardbound, 342 pages, publication date: NOV-2003
ISBN-13: 978-0-12-472531-7
ISBN-10: 0-12-472531-7
Imprint: ACADEMIC PRESS
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| Price and Ordering |
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Last update: 4 Sep 2009
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