Introduction to Statistical Analysis of Laboratory Data

Alfred Bartolucci

• 02 november 2015
• 9781119085003

Samenvatting:

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