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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken, N.J. :
Wiley,
2015.
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| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 001 | KNOVEL_ocn945550717 | ||
| 003 | OCoLC | ||
| 005 | 20231027140348.0 | ||
| 006 | m o d | ||
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| 008 | 090713s2015 nju ob 001 u eng d | ||
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| 016 | 7 | |a 017762974 |2 Uk | |
| 020 | |a 9781119085003 |q (electronic bk.) | ||
| 020 | |a 1119085004 |q (electronic bk.) | ||
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| 037 | |a 9781119085003 |b Wiley | ||
| 050 | 4 | |a RB38.3 |b .B37 2016 | |
| 082 | 0 | 4 | |a 616.07/50151 |
| 049 | |a UAMI | ||
| 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 Knovel |b ACADEMIC - General Engineering & Project Administration | ||
| 650 | 0 | |a Mathematics. | |
| 650 | 2 | |a Mathematics | |
| 650 | 6 | |a Mathématiques. | |
| 650 | 7 | |a mathematics. |2 aat | |
| 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 |
| 856 | 4 | 0 | |u https://appknovel.uam.elogim.com/kn/resources/kpISALD002/toc |z Texto completo |
| 938 | |a Askews and Holts Library Services |b ASKH |n AH29152070 | ||
| 938 | |a EBL - Ebook Library |b EBLB |n EBL4547997 | ||
| 938 | |a Recorded Books, LLC |b RECE |n rbeEB00659353 | ||
| 994 | |a 92 |b IZTAP | ||