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Home > Medicine & Health Science textbooks > Medical specialties, branches of medicine > Pharmacology > Design Statistics in Pharmacochemistry: (16 Chemometrics Research Studies Series)
Design Statistics in Pharmacochemistry: (16 Chemometrics Research Studies Series)

Design Statistics in Pharmacochemistry: (16 Chemometrics Research Studies Series)


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About the Book

The research and development of biologically active compounds for medicinal and agricultural chemistry requires a multivariate approach which includes experimental design and statistical analysis of multiple interdependent parameters. This study presents a system of multivariate approaches, with particular emphasis on computer-aided experimental design, modern test theory and the diagnostic check of results. In particular, simple linear regression, multiple and mutivariate regression, canonical correlation analysis, principal component analysis, nonleast-squares regression, analysis of multicategorical data, multivariate variance-discriminant classification analysis, time-dependent comparison and multivariate covariance analysis are discussed. The theoretical procedures are in most cases then tested against numerical data taken from real experiments.

Table of Contents:
Introductory statistical remarks; simple linear regression; simultaneous statistical inference and multivariate test criteria; multiple and multivariate regression analysis; principal-component analysis; non-least-squares regression analysis; generalized least-squares regression; analysis of categoric data; multivariate variance-discriminant classification analysis; time-dependent comparisons; analysis of heterogeneous data; multivariate strategy in pharmacochemistry.


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Product Details
  • ISBN-13: 9780863801129
  • Publisher: Research Studies Press
  • Publisher Imprint: Research Studies Press
  • Height: 228 mm
  • Series Title: 16 Chemometrics Research Studies Series
  • Width: 152 mm
  • ISBN-10: 0863801129
  • Publisher Date: 29 Nov 1990
  • Binding: Hardback
  • Language: English
  • Weight: 1170 gr


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