Introduction to statistical analysis of laboratory data
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 …
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- Full title :Introduction to statistical analysis of laboratory data / Alfred A. Bartolucci, Karan P. Singh, Sejong Bae.
Summary
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.
Read More ↓Edition Statements
- Publication Date:2016.
Publication Statements
- Publisher(s):John Wiley & Sons
- Place of Publication:Hoboken, New Jersey
- Language:eng
- Publication Date:2016.
The Physical Object
- Description:1 online resource
Edition Identifiers
- ISBN:9781118736838, 1118736834, 9781119085003, 1119085004, 9781118736890, 1118736893, 1118736869, 9781118736869
- oclc:ocn922799487
- LC Classification:RB38.3
- Dewey Decimal:616.07/50151
Table of Contents
Descriptive statistics -- Distributions and hypothesis testing in formal statistical laboratory procedure -- Method validation -- Methodologies in outlier analysis -- Statistical process control -- Limits of calibration -- Calibration bias -- Robustness and ruggedness.
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