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Introduction to Statistical Analysis of Laboratory Data.

By: Contributor(s): Material type: TextTextPublisher: Newark : John Wiley & Sons, Incorporated, 2015Copyright date: ©2016Edition: 1st edDescription: 1 online resource (281 pages)Content type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9781119085003
Subject(s): Genre/Form: Additional physical formats: Print version:: Introduction to Statistical Analysis of Laboratory DataDDC classification:
  • 616.07/50151
LOC classification:
  • RB38.3
Online resources:
Contents:
Intro -- 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 -- 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 -- 6.1 Calibration: Limit Strategies for Laboratory Assay Data -- 6.2 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.
8.2 Robustness -- 8.3 Ruggedness -- 8.4 An Alternative Procedure for Ruggedness Determination -- 8.5 Ruggedness and System Suitability Tests -- References -- Index -- End User License Agreement.
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Intro -- 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 -- 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 -- 6.1 Calibration: Limit Strategies for Laboratory Assay Data -- 6.2 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.

8.2 Robustness -- 8.3 Ruggedness -- 8.4 An Alternative Procedure for Ruggedness Determination -- 8.5 Ruggedness and System Suitability Tests -- References -- Index -- End User License Agreement.

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Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.

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