Introduction to statistical analysis of laboratory data / Alfred A. Bartolucci, Karan P. Singh, Sejong Bae.

Format:

Book

Author/Creator:

Bartolucci, Alfred A., author.

Singh, Karan P., author.

Bae, Sejong, author.

Language:

English

Subjects (All):

Diagnosis, Laboratory--Statistical methods.

Diagnosis, Laboratory.

Statistics.

Physical Description:

1 online resource (281 p.)

Edition:

1st ed.

Place of Publication:

Hoboken, New Jersey : John Wiley & Sons, [2016]

Language Note:

English

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

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.

Notes:

Description based upon print version of record.

Includes bibliographical references and index.

Description based on print version record.

ISBN:

9781523144037

1523144033

9781119085003

1119085004

9781118736838

1118736834

OCLC:

945550717