Measuring agreement : models, methods, and applications /: models, methods, and applications. (2017)
- Record Type:
- Book
- Title:
- Measuring agreement : models, methods, and applications /: models, methods, and applications. (2017)
- Main Title:
- Measuring agreement : models, methods, and applications
- Further Information:
- Note: Pankaj K. Choudhary, Haikady N. Nagaraja.
- Authors:
- Choudhary, Pankaj K (Pankaj Kumar), 1975-
Nagaraja, H. N (Haikady Navada), 1954- - Contents:
- Preface Chapter 1: Introduction 1.1 Preview 1.2 Notational Conventions 1.3 Basic Characteristics of a Measurement Method 1.4 Method Comparison Studies 1.5 Meaning of Agreement 1.6 A Measurement Error Model 1.7 Similarity versus Agreement 1.8 A Toy Example 1.9 Controversies and Our View 1.10 Concepts Related to Agreement 1.11 Role of Confidence Intervals and Hypotheses Testing 1.12 Common Models for Paired Measurements Data 1.13 The Bland-Altman Plot 1.14 Common Regression Approaches 1.15 Inappropriate Use of Common Tests in Method Comparison Studies 1.16 Key Steps in the Analysis of Method Comparison Data 1.17 Chapter Summary 1.18 Bibliographic Note Exercises Chapter 2: Common Approaches for Measuring Agreement 2.1 Preview 2.2 Introduction 2.3 Mean Squared Deviation 2.4 Concordance Correlation Coefficient 2.5 A Digression: Tolerance and Prediction intervals 2.6 Lin’s Probability Criterion and Bland-Altman Criterion 2.7 Limits of Agreement 2.8 Total Deviation Index and Coverage Probability 2.9 Inference on Agreement Measures 2.10 Chapter Summary 2.11 Bibliographic Note Exercises Chapter 3: A General Approach for Modeling and Inference 3.1 Preview 3.2 Mixed-Effects Models 3.3 A Large-Sample Approach to Inference 3.4 Modeling and Analysis of Method Comparison Data 3.5 Chapter Summary 3.6 Bibliographic Note Exercises Chapter 4: Paired Measurements Data 4.1 Preview 4.2 Modeling of Data 4.3 Evaluation of Similarity and Agreement 4.4 Case Studies 4.5 Chapter Summary 4.6 TechnicalPreface Chapter 1: Introduction 1.1 Preview 1.2 Notational Conventions 1.3 Basic Characteristics of a Measurement Method 1.4 Method Comparison Studies 1.5 Meaning of Agreement 1.6 A Measurement Error Model 1.7 Similarity versus Agreement 1.8 A Toy Example 1.9 Controversies and Our View 1.10 Concepts Related to Agreement 1.11 Role of Confidence Intervals and Hypotheses Testing 1.12 Common Models for Paired Measurements Data 1.13 The Bland-Altman Plot 1.14 Common Regression Approaches 1.15 Inappropriate Use of Common Tests in Method Comparison Studies 1.16 Key Steps in the Analysis of Method Comparison Data 1.17 Chapter Summary 1.18 Bibliographic Note Exercises Chapter 2: Common Approaches for Measuring Agreement 2.1 Preview 2.2 Introduction 2.3 Mean Squared Deviation 2.4 Concordance Correlation Coefficient 2.5 A Digression: Tolerance and Prediction intervals 2.6 Lin’s Probability Criterion and Bland-Altman Criterion 2.7 Limits of Agreement 2.8 Total Deviation Index and Coverage Probability 2.9 Inference on Agreement Measures 2.10 Chapter Summary 2.11 Bibliographic Note Exercises Chapter 3: A General Approach for Modeling and Inference 3.1 Preview 3.2 Mixed-Effects Models 3.3 A Large-Sample Approach to Inference 3.4 Modeling and Analysis of Method Comparison Data 3.5 Chapter Summary 3.6 Bibliographic Note Exercises Chapter 4: Paired Measurements Data 4.1 Preview 4.2 Modeling of Data 4.3 Evaluation of Similarity and Agreement 4.4 Case Studies 4.5 Chapter Summary 4.6 Technical Details 4.7 Bibliographic Note Exercises Chapter 5: Repeated Measurements Data 5.1 Preview 5.2 Introduction 5.3 Displaying Data 5.4 Modeling of Data 5.5 Evaluation of Similarity and Agreement 5.6 Evaluation of Repeatability 5.7 Case Studies 5.8 Chapter Summary 5.9 Technical Details 5.10 Bibliographic Note Exercises Chapter 6: Heteroscedastic Data 6.1 Preview 6.2 Introduction 6.3 Variance Function Models 6.4 Repeated Measurements Data 6.5 Paired Measurements Data 6.6 Chapter Summary 6.7 Technical Details 6.8 Bibliographic Note Exercises Chapter 7: Data from Multiple Methods 7.1 Preview 7.2 Introduction 7.3 Displaying Data 7.4 Example Datasets 7.5 Modeling Unreplicated Data 7.6 Modeling Repeated Measurements Data 7.7 Model Fitting and Evaluation 7.8 Evaluation of Similarity and Agreement 7.9 Evaluation of Repeatability 7.10 Case Studies 7.11 Chapter Summary 7.12 Technical Details 7.13 Bibliographic Note Exercises Chapter 8: Data with Covariates 8.1 Preview 8.2 Introduction 8.3 Modeling of Data 8.4 Evaluation of Similarity, Agreement, and Repeatability 8.5 Case Study 8.6 Chapter Summary 8.7 Technical Details 8.8 Bibliographic Note Exercises Chapter 9: Longitudinal Data 9.1 Preview 9.2 Introduction 9.3 Modeling of Data 9.4 Evaluation of Similarity and Agreement 9.5 Case Study 9.6 Chapter Summary 9.7 Technical Details 9.8 Bibliographic Note Exercises Chapter 10: A Nonparametric Approach 10.1 Preview 10.2 Introduction 10.3 The Statistical Functional Approach 10.4 Evaluation of Similarity and Agreement 10.5 Case Studies 10.6 Chapter Summary 10.7 Technical Details 10.8 Bibliographic Note Exercises Chapter 11: Sample Size Determination 11.1 Preview 11.2 Introduction 11.3 The Sample Size Methodology 11.4 Case Study 11.5 Chapter Summary 11.6 Bibliographic Note Exercises Chapter 12: Categorical Data 12.1 Preview 12.2 Introduction 12.3 Experimental Setups and Examples 12.4 Cohen’s Kappa Coefficient for Dichotomous Data 12.5 Kappa Type Measures for More Than Two Categories 12.6 Case Studies 12.7 Models for Exploring Agreement 12.8 Discussion 12.9 Chapter Summary 12.10 Bibliographic Note Exercises References Dataset List Index … (more)
- Edition:
- 1st
- Publisher Details:
- Hoboken, New Jersey : John Wiley & Sons, Inc
- Publication Date:
- 2017
- Extent:
- 1 online resource, illustrations (black and white, and colour)
- Subjects:
- 519.56
Statistical hypothesis testing - Languages:
- English
- ISBNs:
- 9781118553244
9781118553145 - Related ISBNs:
- 9781118078587
- Notes:
- Note: Description based on CIP data; resource not viewed.
- Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.261356
- Ingest File:
- 02_301.xml