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Statistics in spectroscopy /
This tutorial offers a basic hands-on approach to statistical analysis for chemists and spectroscopists. Without involving complicated mathematics, this book is designed to provide the reader with the basic principles underlying the use of common mathematical and statistical tools. Particular emphas...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Boston :
Academic Press,
�1991.
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| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- 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.