Handbook of measurement error models:
Measurement error models--a brief account of past developments and modern advancements / Grace Y. Yi/Jeffrey S Buzas -- The impact of unacknowledged measurement error / Paul Gustafson -- Identifiability in measurement error / Liqun Wang -- Partial learning of misclassification parameters / Paul Gust...
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Boca Raton
CRC Press
2021
|
| Ausgabe: | First edition |
| Schriftenreihe: | Handbooks of modern statistical methods
A Chapman and Hall book |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Zusammenfassung: | Measurement error models--a brief account of past developments and modern advancements / Grace Y. Yi/Jeffrey S Buzas -- The impact of unacknowledged measurement error / Paul Gustafson -- Identifiability in measurement error / Liqun Wang -- Partial learning of misclassification parameters / Paul Gustafson -- Using instrumental variables to estimate models with mismeasured regressors / Arthur Lewbel -- Likelihood methods for measurement error and misclassification / Grace Y. Yi -- Regression calibration for covariate measurement error / Pamela A. Shaw -- Conditional and corrected score methods / David M. Zucker -- Semiparametric methods for measurement error and misclassification / Yanyuan Ma -- Deconvolution kernel density estimation / Aurore Delaigle -- Nonparametric deconvolution by Fourier transformation and other related approaches / Yicheng Kang/Peihua Qiu -- Deconvolution with unknown error distribution / Aurore Delaigle, Ingrid Van Keilegom -- Nonparametric inference methods for Berkson errors / Weixing Song -- Nonparametric measurement errors models for regression / Tatiyana Apanasovich/Hua Liang -- Covariate measurement error in survival data / Jeffrey S. Buzas -- Mixed effects models with measurement errors in time-dependent covariates / Lang Wu/Wei Liu/Hongbin Zhang -- Estimation in mixed-effects models with measurement error -- Liqun Wang -- Measurement error in dynamic models -- John P. Buonaccorsi -- Spatial exposure measurement error in environmental epidemiology -- Howard H. Chang, Joshua P. Keller -- Measurement error as a missing data problem -- Ruth H. Keogh, Jonathan W. Bartlett -- Measurement error in causal inference -- Linda Valeri -- Measurement error and misclassification in meta-analysis -- Annamaria Guolo -- Bayesian adjustment for misclassification -- James D. Stamey and John W. Seaman Jr. -- Bayesian approaches for handling covariate measurement error -- Samiran Sinha "Measurement error arises ... |
| Beschreibung: | Includes bibliographical references and index 2109 |
| Beschreibung: | xiv, 577 Seiten Illustrationen, Diagramme |
| ISBN: | 9781138106406 1138106402 |
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Datensatz im Suchindex
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| adam_text | Contents Preface ix Editors xi Contributors Part I Introduction 1 Measurement Error Models - A Brief Account of Past Developments and Modern Advancements Grace Y. Yi and Jeffrey S. Buzas 2 The Impact of Unacknowledged Measurement Error Paul Gustafson Part II Identifiability and Estimation xiii 1 3 37 53 3 Identifiability in Measurement Error Models Liqun Wang 55 4 Partial Learning of Misclassification Parameters Paul Gustafson 71 5 Using Instrumental Variables to Estimate Models with Mismeasured Regressors Arthur Lewbel General Methodology 97 6 Likelihood Methods with Measurement Error and Misclassification Grace Y. Yi 99 Part III 85 7 Regression Calibration for Covariate Measurement Error Pamela A. Shaw 127 8 Conditional and Corrected Score Methods David M. Zucker 137 v
Contents VI 9 Semiparametric Methods for Measurement Error and Misclassification Yanyuan Ma Part IV Nonparametric Inference 10 Deconvolution Kernel Density Estimation Aurore Delaigle 11 Nonparametric Deconvolution by Fourier Transformation and Other Related Approaches Yicheng Kang and Peihua Qiu Contents Part VI vn Other Features 427 157 20 Measurement Error as a Missing Data Problem Ruth H. Keogh and Jonathan W. Bartlett 429 21 Measurement Error in Causal Inference Linda Valeri 453 183 185 22 Measurement Error and Misclassification in Meta-Analysis 481 Annamaria Guolo 221 Part VII Bayesian Analysis 505 507 12 Deconvolution with Unknown Error Distribution Aurore Delaigle and Ingrid Van Keilegom 245 23 Bayesian Adjustment for Misclassification James D. Stamey and John W. Seaman Jr. 13 Nonparametric Inference Methods for Berkson Errors Weixing Song 271 24 Bayesian Approaches for Handling Covariate Measurement Error Samiran Sinha 527 Author Index 555 Subject Index 563 14 Nonparametric Measurement Errors Models for Regression Tatiyana Apanasovich and Hua Liang Part V Applications 15 Covariate Measurement Error in Survival Data Jeffrey S. Buzas 293 319 321 16 Mixed Effects Models with Measurement Errors in Time-Dependent Covariates Lang Wu, Wei Liu, and Hongbin Zhang 343 17 Estimation in Mixed-effects Models with Measurement Error Liqun Wang 359 18 Measurement Error in Dynamic Models John P. Buonaccorsi 19 Spatial Exposure Measurement Error in Environmental Epidemiology Howard H. Chang and Joshua P. Keller 379 403
|
| adam_txt |
Contents Preface ix Editors xi Contributors Part I Introduction 1 Measurement Error Models - A Brief Account of Past Developments and Modern Advancements Grace Y. Yi and Jeffrey S. Buzas 2 The Impact of Unacknowledged Measurement Error Paul Gustafson Part II Identifiability and Estimation xiii 1 3 37 53 3 Identifiability in Measurement Error Models Liqun Wang 55 4 Partial Learning of Misclassification Parameters Paul Gustafson 71 5 Using Instrumental Variables to Estimate Models with Mismeasured Regressors Arthur Lewbel General Methodology 97 6 Likelihood Methods with Measurement Error and Misclassification Grace Y. Yi 99 Part III 85 7 Regression Calibration for Covariate Measurement Error Pamela A. Shaw 127 8 Conditional and Corrected Score Methods David M. Zucker 137 v
Contents VI 9 Semiparametric Methods for Measurement Error and Misclassification Yanyuan Ma Part IV Nonparametric Inference 10 Deconvolution Kernel Density Estimation Aurore Delaigle 11 Nonparametric Deconvolution by Fourier Transformation and Other Related Approaches Yicheng Kang and Peihua Qiu Contents Part VI vn Other Features 427 157 20 Measurement Error as a Missing Data Problem Ruth H. Keogh and Jonathan W. Bartlett 429 21 Measurement Error in Causal Inference Linda Valeri 453 183 185 22 Measurement Error and Misclassification in Meta-Analysis 481 Annamaria Guolo 221 Part VII Bayesian Analysis 505 507 12 Deconvolution with Unknown Error Distribution Aurore Delaigle and Ingrid Van Keilegom 245 23 Bayesian Adjustment for Misclassification James D. Stamey and John W. Seaman Jr. 13 Nonparametric Inference Methods for Berkson Errors Weixing Song 271 24 Bayesian Approaches for Handling Covariate Measurement Error Samiran Sinha 527 Author Index 555 Subject Index 563 14 Nonparametric Measurement Errors Models for Regression Tatiyana Apanasovich and Hua Liang Part V Applications 15 Covariate Measurement Error in Survival Data Jeffrey S. Buzas 293 319 321 16 Mixed Effects Models with Measurement Errors in Time-Dependent Covariates Lang Wu, Wei Liu, and Hongbin Zhang 343 17 Estimation in Mixed-effects Models with Measurement Error Liqun Wang 359 18 Measurement Error in Dynamic Models John P. Buonaccorsi 19 Spatial Exposure Measurement Error in Environmental Epidemiology Howard H. Chang and Joshua P. Keller 379 403 |
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| spelling | Handbook of measurement error models edited by Grace Y. Yi, Aurore Delaigle, and Paul Gustafson First edition Boca Raton CRC Press 2021 xiv, 577 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Handbooks of modern statistical methods A Chapman and Hall book Includes bibliographical references and index 2109 Measurement error models--a brief account of past developments and modern advancements / Grace Y. Yi/Jeffrey S Buzas -- The impact of unacknowledged measurement error / Paul Gustafson -- Identifiability in measurement error / Liqun Wang -- Partial learning of misclassification parameters / Paul Gustafson -- Using instrumental variables to estimate models with mismeasured regressors / Arthur Lewbel -- Likelihood methods for measurement error and misclassification / Grace Y. Yi -- Regression calibration for covariate measurement error / Pamela A. Shaw -- Conditional and corrected score methods / David M. Zucker -- Semiparametric methods for measurement error and misclassification / Yanyuan Ma -- Deconvolution kernel density estimation / Aurore Delaigle -- Nonparametric deconvolution by Fourier transformation and other related approaches / Yicheng Kang/Peihua Qiu -- Deconvolution with unknown error distribution / Aurore Delaigle, Ingrid Van Keilegom -- Nonparametric inference methods for Berkson errors / Weixing Song -- Nonparametric measurement errors models for regression / Tatiyana Apanasovich/Hua Liang -- Covariate measurement error in survival data / Jeffrey S. Buzas -- Mixed effects models with measurement errors in time-dependent covariates / Lang Wu/Wei Liu/Hongbin Zhang -- Estimation in mixed-effects models with measurement error -- Liqun Wang -- Measurement error in dynamic models -- John P. Buonaccorsi -- Spatial exposure measurement error in environmental epidemiology -- Howard H. Chang, Joshua P. Keller -- Measurement error as a missing data problem -- Ruth H. Keogh, Jonathan W. Bartlett -- Measurement error in causal inference -- Linda Valeri -- Measurement error and misclassification in meta-analysis -- Annamaria Guolo -- Bayesian adjustment for misclassification -- James D. Stamey and John W. Seaman Jr. -- Bayesian approaches for handling covariate measurement error -- Samiran Sinha "Measurement error arises ... Fehleranalyse (DE-588)4016608-9 gnd rswk-swf Error analysis (Mathematics) Errors-in-variables models Measurement uncertainty (Statistics) Fehleranalyse (DE-588)4016608-9 s DE-604 Yi, Grace Y. Sonstige (DE-588)1170609945 oth Delaigle, Aurore Sonstige (DE-588)1246282763 oth Gustafson, Paul Sonstige (DE-588)124816539X oth 9781315101279 (ebook) 9781315101279 Erscheint auch als Online-Ausgabe Handbook of measurement error Boca Raton : CRC Press, 2022 Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032959306&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
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