Research Catalog

Title

Statistics in spectroscopy / Howard Mark, Jerry Workman.

Author

Mark, Howard.

Publication

Boston : Academic Press, ©1991.

Items in the Library & Off-site

Details

Additional Authors

Workman, Jerry.

Description

xiii, 313 pages : illustrations; 24 cm

Subject

• Spectrum analysis > Statistical methods
• Spektroskopie
• Statistik

Bibliography (note)

• Includes bibliographical references and index.

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.

ISBN

• 0124725309
• 9780124725300

LCCN

90049065

OCLC

• ocm22492225
• 22492225
• SCSB-1914725

Owning Institutions

Princeton University Library