Introduction to statistical analysis of laboratory data

Book

Abstract

  • Introduction to Statistical Analysis of Laboratory Data presents a detailed discussion of important statistical concepts and methods of data presentation and analysis. • Provides detailed discussions on statistical applications including a comprehensive package of statistical tools that are specific to the laboratory experiment process. • Introduces terminology used in many applications such as the interpretation of assay design and validation as well as fit for purpose procedures including real world examples. • Includes a rigorous review of statistical quality control procedures in laboratory methodologies and influences on capabilities. • Presents methodologies used in the areas such as method comparison procedures, limit and bias detection, outlier analysis and detecting sources of variation. • Analysis of robustness and ruggedness including multivariate influences on response are introduced to account for controllable/uncontrollable laboratory conditions.
  • Digital Object Identifier (doi)

    International Standard Book Number (isbn) 13

  • 9781119085003
  • Start Page

  • 1
  • End Page

  • 238