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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 t...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Bartolucci, Alfred
Otros Autores: Bae, Sejong, Singh, Karan P.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, N.J. : Wiley, 2015.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Bartolucci, Alfred. 
245 1 0 |a Introduction to statistical analysis of laboratory data /  |c Alfred Bartolucci, Karan P. Singh, and Sejong Bae. 
260 |a Hoboken, N.J. :  |b Wiley,  |c 2015. 
300 |a 1 online resource 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
520 |a 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. 
500 |a Title from resource description page (Recorded Books, viewed March 22, 2016). 
505 0 |a Title Page; Copyright; Table of Contents; Dedication; Preface; Intended Audience; Prospectus; Acknowledgments; Chapter 1: Descriptive Statistics; 1.1 Measures of Central Tendency; 1.2 Measures of Variation; 1.3 Laboratory Example; 1.4 Putting it All Together; 1.5 Summary; References; Chapter 2: Distributions and Hypothesis Testing in Formal Statistical Laboratory Procedures; 2.1 Introduction; 2.2 Confidence Intervals (CI); 2.3 Inferential Statistics -- Hypothesis Testing; References; Chapter 3: Method Validation; 3.1 Introduction; 3.2 Accuracy; 3.3 Brief Introduction to Bioassay. 
505 8 |a 3.4 Sensitivity, Specificity (Selectivity)3.5 Method Validation and Method Agreement -- Bland-Altman; References; Chapter 4: Methodologies in Outlier Analysis; 4.1 Introduction; 4.2 Some Outlier Determination Techniques; 4.3 Combined Method Comparison Outlier Analysis; 4.4 Some Consequences of Outlier Removal; 4.5 Considering Outlier Variance; References; Chapter 5: Statistical Process Control; 5.1 Introduction; 5.2 Control Charts; 5.3 Capability Analysis; 5.4 Capability Analysis -- An Alternative Consideration; References; Chapter 6: Limits of Calibration. 
505 8 |a 6.1 Calibration: Limit Strategies for Laboratory Assay Data6.2 Limit Strategies; 6.3 Method Detection Limits (Epa); 6.4 Data Near the Detection Limits; 6.5 More on Statistical Management of Nondetects; 6.6 The Kaplan-Meier Method (Nonparametric Approach) for Analysis of Laboratory Data with Nondetects; References; Chapter 7: Calibration Bias; 7.1 Error; 7.2 Uncertainty; 7.3 Sources of Uncertainty; 7.4 Estimation Methods of Uncertainty; 7.5 Calibration Bias; 7.6 Multiple Instruments; 7.7 Crude Versus Precise Methodologies; References; Chapter 8: Robustness and Ruggedness; 8.1 Introduction. 
505 8 |a 8.2 Robustness8.3 Ruggedness; 8.4 An Alternative Procedure for Ruggedness Determination; 8.5 Ruggedness and System Suitability Tests; References; Index; End User License Agreement. 
504 |a Includes bibliographical references and index. 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
590 |a Knovel  |b ACADEMIC - General Engineering & Project Administration 
650 0 |a Mathematics. 
650 2 |a Mathematics 
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650 7 |a applied mathematics.  |2 aat 
650 7 |a MATHEMATICS  |x Probability & Statistics  |x General.  |2 bisacsh 
650 7 |a Mathematics  |2 fast 
700 1 |a Bae, Sejong. 
700 1 |a Singh, Karan P. 
776 0 8 |i Erscheint auch als:  |n Druck-Ausgabe  |t Bartolucci, Alfred A. Introduction to statistical analysis of laboratory data 
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