Introduction to Statistical Analysis of Laboratory Data
Nonfiction, Science & Nature, Mathematics, Statistics
| Author: | Alfred Bartolucci, Karan P. Singh, Sejong Bae | ISBN: | 9781119085003 |
| Publisher: | Wiley | Publication: | November 2, 2015 |
| Imprint: | Wiley | Language: | English |
| Author: | Alfred Bartolucci, Karan P. Singh, Sejong Bae |
| ISBN: | 9781119085003 |
| Publisher: | Wiley |
| Publication: | November 2, 2015 |
| Imprint: | Wiley |
| Language: | English |
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
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
