Abstract
Knowledge of statistics is very important for proper interpretation of the analytical data. The chapter on statistical concepts was included to identify and briefly review those concepts such as, significance, confidence intervals, uncertainty in measurements, design of experiments, etc. that are critical for the analytical chemist to understand so that they can discuss the data with company and regulatory agency statisticians and ensure that the data interpretation is acceptable for its intended use. It was not the intent for this discussion to be a complete statistical treatise, but the statistical concepts that will most likely be utilized by the analytical chemist in a GMP Analytical Chemistry Department. The necessary statistical equations are given with examples where deemed appropriate.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Freund JE (1967) Modern elementary statistics, 3rd edn. Prentice Hall, Englewood Cliff
Zar JH (1984) Biostatistical analysis, 2nd edn. Prentice Hall, Englewood Cliff
Mandel J (1964) The statistical analysis of experimental data. Dover Publications Inc, New York
Ellison SLR et al (2009) Practical statistics for the analytical scientist, 2nd edn. RSC, Cambridge
Draper N, Smith H (1981) Applied regression analysis, 2nd edn. Wiley, New York
Box GEP, Hunter WG, Hunter SJ (1978) Statistics for experimenters: an introduction to design, data analysis, and model building. Wiley, New York
Barrentine LB (1998) An introduction to design of experiments: a simplified approach. ASQ Quality Press, Milwaukee
Deminig SN, Morgan SL (1987) Experimental design: a chemometric approach. Elsevier, Amsterdam
Catalano T (1995) Chemometric techniques in analytical chemistry, Searle, Worldwide analytical workshop
ISO Guide 98 (1995) Guide to the expression of uncertainty in measurements. International Organization for Standardization, Geneva
ISO 3534-2 (2006) Vocabulary and symbols, Part 2: Applied statistics. International Organization for Standardization, Geneva
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
Copyright information
© 2013 Springer Science+Business Media New York
About this chapter
Cite this chapter
Catalano, T. (2013). Statistical Concepts for the Analytical Chemist. In: Essential Elements for a GMP Analytical Chemistry Department. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-7642-9_4
Download citation
DOI: https://doi.org/10.1007/978-1-4614-7642-9_4
Published:
Publisher Name: Springer, New York, NY
Print ISBN: 978-1-4614-7641-2
Online ISBN: 978-1-4614-7642-9
eBook Packages: Biomedical and Life SciencesBiomedical and Life Sciences (R0)