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Statistics in spectroscopy /
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...
| Call Number: | Libro Electrónico |
|---|---|
| Main Author: | |
| Other Authors: | |
| Format: | Electronic eBook |
| Language: | Inglés |
| Published: |
Amsterdam ; London :
Academic,
2003.
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| Edition: | 2nd ed. |
| Subjects: | |
| Online Access: | Texto completo |
Table of Contents:
- Introduction : why this book?
- Important concepts from probability theory
- Populations and samples : the meaning of "statistics"
- Degrees of freedom
- Introduction to distributions and probability sampling
- The normal distribution
- Alternative ways to calculate standard deviation
- The central limit theorem
- Synthesis of variance
- Where are we and where are we going?
- More and different statistics
- The T statistic
- Distribution of means
- One-and two-tailed tests
- Philosophical interlude
- Biased and unbiased estimators
- The variance of variance
- Hypothesis testing of chi-square
- More hypothesis testing
- Statistical inferences
- How to count
- And still counting
- Contingency tables
- What do you mean : random?
- The F statistic
- Precision and accuracy : introduction to analysis of variance
- Analysis of variance and statistical design of experiments
- Crossed and nested experiments
- Miscellaneous considerations regarding analysis of variance
- Pitfalls of statistics
- Pitfalls of statistics continued
- Calibration in spectroscopy
- Calibration : linear regression as a statistical technique
- Calibration : error sources in calibration
- Calibration : selecting the calibration samples
- Calibration : developing the calibration model
- Calibration : auxiliary statistics for the calibration model
- The beginning--