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Conducting web-based surveys [[electronic resource] /] / Solomon, David J
| Conducting web-based surveys [[electronic resource] /] / Solomon, David J |
| Autore | Solomon David J |
| Pubbl/distr/stampa | College Park, MD : , : ERIC Clearinghouse on Assessment and Evaluation, , [2001] |
| Collana | ERIC/AE digest series |
| Soggetto topico |
Surveys - Data processing
Social surveys - Response rate Internet searching |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Conducting web based surveys |
| Record Nr. | UNINA-9910692851503321 |
Solomon David J
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| College Park, MD : , : ERIC Clearinghouse on Assessment and Evaluation, , [2001] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Human capital [[electronic resource] ] : quality of DOD Status of Forces surveys could be improved by performing nonresponse analysis of the results / / Brenda S. Farrell and Ronald S. Fecso
| Human capital [[electronic resource] ] : quality of DOD Status of Forces surveys could be improved by performing nonresponse analysis of the results / / Brenda S. Farrell and Ronald S. Fecso |
| Autore | Farrell Brenda S |
| Pubbl/distr/stampa | Washington, DC : , : U.S. Govt. Accountability Office, , [2010] |
| Descrizione fisica | 1 online resource (9 pages) : illustrations |
| Altri autori (Persone) | FescoRonald S |
| Soggetto topico |
Nonresponse (Statistics)
Sampling (Statistics) Social surveys - Response rate |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Human Capital |
| Record Nr. | UNINA-9910703286203321 |
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Farrell Brenda S
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| Washington, DC : , : U.S. Govt. Accountability Office, , [2010] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Improving survey response [[electronic resource] ] : lessons learned from the European Social Survey / / Ineke Stoop ... [et al.]
| Improving survey response [[electronic resource] ] : lessons learned from the European Social Survey / / Ineke Stoop ... [et al.] |
| Pubbl/distr/stampa | Chichester, West Sussex ; ; Hoboken, NJ, : Wiley, 2010 |
| Descrizione fisica | 1 online resource (346 p.) |
| Disciplina |
001.4
301.072/3 |
| Altri autori (Persone) | StoopIneke A. L |
| Collana | Wiley series in survey methodology |
| Soggetto topico |
Social surveys - Response rate
Social surveys - Response rate - Europe Public opinion polls Public opinion - Europe |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-282-49192-X
9786612491924 0-470-68833-5 0-470-68832-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Improving Survey Response: Lessons learned from the European Social Survey; Contents; Preface and Acknowledgements; List of Countries; 1 Backgrounds of Nonresponse; 1.1 Introduction; 1.2 Declining Response Rates; 1.3 Total Survey Quality and Nonresponse; 1.4 Optimizing Comparability; 2 Survey Response in Cross-national Studies; 2.1 Introduction; 2.2 Harmonization Models; 2.3 Contactability; 2.4 Ability to Cooperate; 2.5 Willingness to Cooperate; 2.5.1 Social environment and survey culture; 2.5.2 Households and individuals; 2.5.3 Survey design; 2.5.4 Interviewers
2.5.5 Interviewer-respondent interaction: why people cooperate2.6 Nonresponse Bias; 2.6.1 What is nonresponse bias?; 2.6.2 Combating and adjusting for nonresponse bias; 2.7 Ethics and Humans; 3 The European Social Survey; 3.1 Introduction; 3.2 What is the European Social Survey?; 3.2.1 Aims, history and philosophy; 3.2.2 Content; 3.2.3 Participating countries; 3.2.4 Organization and structure; 3.3 ESS Design and Methodology; 3.3.1 The central specification; 3.3.2 Quality and optimal comparability; 3.3.3 Sampling designs, procedures and definitions of the population 3.3.4 Fieldwork and contracting3.4 Nonresponse Targets, Strategies and Documentation; 3.4.1 Background; 3.4.2 Requirements and guidelines; 3.4.3 Definition and calculation of response rates; 3.4.4 Contact forms; 3.5 Conclusions; Appendix 3.1 A Contact Form as Used in ESS 3; 4 Implementation of the European Social Survey; 4.1 Introduction; 4.2 Basic Survey Features; 4.2.1 Survey organization, administration mode and sample; 4.2.2 Sample size, number of interviewers and length of fieldwork period; 4.2.3 Survey costs; 4.3 Practical Fieldwork Issues; 4.3.1 Interviewers 4.3.2 Information and incentives4.4 Summary and Conclusions; 5 Response and Nonresponse Rates in the European Social Survey; 5.1 Data and Definitions; 5.2 Response and Nonresponse Rates in ESS 3; 5.2.1 Rate of ineligibles; 5.2.2 Response rate; 5.2.3 Structure of nonresponse; 5.3 Response Rate Changes Over Time; 5.3.1 Overview; 5.3.2 Response rate trends for specific countries; 5.4 Response Rate Differences and Fieldwork Efforts; 5.4.1 Response rate differences across countries and fieldwork efforts; 5.4.2 Change in response rates over time and change in fieldwork efforts 6 Response Enhancement Through Extended Interviewer Efforts6.1 Introduction; 6.2 Previous Research on Contactability; 6.2.1 Factors in establishing contact; 6.2.2 Who is hard to contact?; 6.2.3 Call patterns and strategies; 6.3 Previous Research on Cooperation; 6.3.1 Covariates of cooperation; 6.3.2 Causes of cooperation and noncooperation; 6.3.3 Attitudes towards surveys and reasons for refusal; 6.4 Sample Type and Recruitment Mode in the ESS; 6.4.1 Sampling issues; 6.4.2 Recruitment mode; 6.5 Establishing Contact in the ESS; 6.5.1 Introduction; 6.5.2 Noncontact rates 6.5.3 Ease of contact and number of calls |
| Record Nr. | UNINA-9910140612803321 |
| Chichester, West Sussex ; ; Hoboken, NJ, : Wiley, 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Improving survey response : lessons learned from the European Social Survey / / Ineke Stoop ... [et al.]
| Improving survey response : lessons learned from the European Social Survey / / Ineke Stoop ... [et al.] |
| Pubbl/distr/stampa | Chichester, West Sussex ; ; Hoboken, NJ, : Wiley, 2010 |
| Descrizione fisica | 1 online resource (346 p.) |
| Disciplina |
001.4
301.072/3 |
| Altri autori (Persone) | StoopIneke A. L |
| Collana | Wiley series in survey methodology |
| Soggetto topico |
Social surveys - Response rate
Social surveys - Response rate - Europe Public opinion polls Public opinion - Europe |
| ISBN |
1-282-49192-X
9786612491924 0-470-68833-5 0-470-68832-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Improving Survey Response: Lessons learned from the European Social Survey; Contents; Preface and Acknowledgements; List of Countries; 1 Backgrounds of Nonresponse; 1.1 Introduction; 1.2 Declining Response Rates; 1.3 Total Survey Quality and Nonresponse; 1.4 Optimizing Comparability; 2 Survey Response in Cross-national Studies; 2.1 Introduction; 2.2 Harmonization Models; 2.3 Contactability; 2.4 Ability to Cooperate; 2.5 Willingness to Cooperate; 2.5.1 Social environment and survey culture; 2.5.2 Households and individuals; 2.5.3 Survey design; 2.5.4 Interviewers
2.5.5 Interviewer-respondent interaction: why people cooperate2.6 Nonresponse Bias; 2.6.1 What is nonresponse bias?; 2.6.2 Combating and adjusting for nonresponse bias; 2.7 Ethics and Humans; 3 The European Social Survey; 3.1 Introduction; 3.2 What is the European Social Survey?; 3.2.1 Aims, history and philosophy; 3.2.2 Content; 3.2.3 Participating countries; 3.2.4 Organization and structure; 3.3 ESS Design and Methodology; 3.3.1 The central specification; 3.3.2 Quality and optimal comparability; 3.3.3 Sampling designs, procedures and definitions of the population 3.3.4 Fieldwork and contracting3.4 Nonresponse Targets, Strategies and Documentation; 3.4.1 Background; 3.4.2 Requirements and guidelines; 3.4.3 Definition and calculation of response rates; 3.4.4 Contact forms; 3.5 Conclusions; Appendix 3.1 A Contact Form as Used in ESS 3; 4 Implementation of the European Social Survey; 4.1 Introduction; 4.2 Basic Survey Features; 4.2.1 Survey organization, administration mode and sample; 4.2.2 Sample size, number of interviewers and length of fieldwork period; 4.2.3 Survey costs; 4.3 Practical Fieldwork Issues; 4.3.1 Interviewers 4.3.2 Information and incentives4.4 Summary and Conclusions; 5 Response and Nonresponse Rates in the European Social Survey; 5.1 Data and Definitions; 5.2 Response and Nonresponse Rates in ESS 3; 5.2.1 Rate of ineligibles; 5.2.2 Response rate; 5.2.3 Structure of nonresponse; 5.3 Response Rate Changes Over Time; 5.3.1 Overview; 5.3.2 Response rate trends for specific countries; 5.4 Response Rate Differences and Fieldwork Efforts; 5.4.1 Response rate differences across countries and fieldwork efforts; 5.4.2 Change in response rates over time and change in fieldwork efforts 6 Response Enhancement Through Extended Interviewer Efforts6.1 Introduction; 6.2 Previous Research on Contactability; 6.2.1 Factors in establishing contact; 6.2.2 Who is hard to contact?; 6.2.3 Call patterns and strategies; 6.3 Previous Research on Cooperation; 6.3.1 Covariates of cooperation; 6.3.2 Causes of cooperation and noncooperation; 6.3.3 Attitudes towards surveys and reasons for refusal; 6.4 Sample Type and Recruitment Mode in the ESS; 6.4.1 Sampling issues; 6.4.2 Recruitment mode; 6.5 Establishing Contact in the ESS; 6.5.1 Introduction; 6.5.2 Noncontact rates 6.5.3 Ease of contact and number of calls |
| Record Nr. | UNINA-9910828001403321 |
| Chichester, West Sussex ; ; Hoboken, NJ, : Wiley, 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Multiple imputation for nonresponse in surveys [[electronic resource] /] / Donald B. Rubin
| Multiple imputation for nonresponse in surveys [[electronic resource] /] / Donald B. Rubin |
| Autore | Rubin Donald B |
| Pubbl/distr/stampa | Hoboken, N.J. ; , : Wiley-Interscience, 2004 |
| Descrizione fisica | 1 online resource (xxix, 287 p. ) : ill |
| Disciplina | 001.422 |
| Collana |
Wiley series in probability and mathematical statistics. Multiple imputation for nonresponse in surveys
Wiley classics library |
| Soggetto topico |
Multiple imputation (Statistics)
Nonresponse (Statistics) Social surveys - Response rate Multiple imputation (Statistics) - Response rate Social surveys Social Sciences Statistics - General |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-282-30759-2
9786612307591 0-470-31669-1 0-470-31736-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Tables and Figures. Glossary. 1. Introduction. 1.1 Overview. 1.2 Examples of Surveys with Nonresponse. 1.3 Properly Handling Nonresponse. 1.4 Single Imputation. 1.5 Multiple Imputation. 1.6 Numerical Example Using Multiple Imputation. 1.7 Guidance for the Reader. 2. Statistical Background. 2.1 Introduction. 2.2 Variables in the Finite Population. 2.3 Probability Distributions and Related Calculations. 2.4 Probability Specifications for Indicator Variables. 2.5 Probability Specifications for ( X,Y ). 2.6 Bayesian Inference for a Population Quality. 2.7 Interval Estimation. 2.8 Bayesian Procedures for Constructing Interval Estimates, Including Significance Levels and Point Estimates. 2.9 Evaluating the Performance of Procedures. 2.10 Similarity of Bayesian and Randomization-Based Inferences in Many Practical Cases. 3. Underlying Bayesian Theory. 3.1 Introduction and Summary of Repeated-Imputation Inferences. 3.2 Key Results for Analysis When the Multiple Imputations are Repeated Draws from the Posterior Distribution of the Missing Values. 3.3 Inference for Scalar Estimands from a Modest Number of Repeated Completed-Data Means and Variances. 3.4 Significance Levels for Multicomponent Estimands from a Modest Number of Repeated Completed-Data Means and Variance-Covariance Matrices. 3.5 Significance Levels from Repeated Completed-Data Significance Levels. 3.6 Relating the Completed-Data and Completed-Data Posterior Distributions When the Sampling Mechanism is Ignorable. 4. Randomization-Based Evaluations. 4.1 Introduction. 4.2 General Conditions for the Randomization-Validity of Infinite- m Repeated-Imputation Inferences. 4.3Examples of Proper and Improper Imputation Methods in a Simple Case with Ignorable Nonresponse. 4.4 Further Discussion of Proper Imputation Methods. 4.5 The Asymptotic Distibution of (&Qmacr; m ,Ū m ,B m ) for Proper Imputation Methods. 4.6 Evaluations of Finite- m Inferences with Scalar Estimands. 4.7 Evaluation of Significance Levels from the Moment-Based Statistics D m and &Dtilde; m with Multicomponent Estimands. 4.8 Evaluation of Significance Levels Based on Repeated Significance Levels. 5. Procedures with Ignorable Nonresponse. 5.1 Introduction. 5.2 Creating Imputed Values under an Explicit Model. 5.3 Some Explicit Imputation Models with Univariate Y I and Covariates. 5.4 Monotone Patterns of Missingness in Multivariate Y I . 5.5 Missing Social Security Benefits in the Current Population Survey. 5.6 Beyond Monotone Missingness. 6. Procedures with Nonignorable Nonresponse. 6.1 Introduction. 6.2 Nonignorable Nonresponse with Univariate Y I and No X I . 6.3 Formal Tasks with Nonignorable Nonresponse. 6.4 Illustrating Mixture Modeling Using Educational Testing Service Data. 6.5 Illustrating Selection Modeling Using CPS Data. 6.6 Extensions to Surveys with Follow-Ups. 6.7 Follow-Up Response in a Survey of Drinking Behavior Among Men of Retirement Age. References. Author Index. Subject Index. Appendix I. Report Written for the Social Security Administration in 1977. Appendix II. Report Written for the Census Bureau in 1983. |
| Record Nr. | UNINA-9910144694003321 |
|
Rubin Donald B
|
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| Hoboken, N.J. ; , : Wiley-Interscience, 2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Multiple imputation for nonresponse in surveys [[electronic resource] /] / Donald B. Rubin
| Multiple imputation for nonresponse in surveys [[electronic resource] /] / Donald B. Rubin |
| Autore | Rubin Donald B |
| Pubbl/distr/stampa | Hoboken, N.J. ; , : Wiley-Interscience, 2004 |
| Descrizione fisica | 1 online resource (xxix, 287 p. ) : ill |
| Disciplina | 001.422 |
| Collana |
Wiley series in probability and mathematical statistics. Multiple imputation for nonresponse in surveys
Wiley classics library |
| Soggetto topico |
Multiple imputation (Statistics)
Nonresponse (Statistics) Social surveys - Response rate Multiple imputation (Statistics) - Response rate Social surveys Social Sciences Statistics - General |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-282-30759-2
9786612307591 0-470-31669-1 0-470-31736-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Tables and Figures. Glossary. 1. Introduction. 1.1 Overview. 1.2 Examples of Surveys with Nonresponse. 1.3 Properly Handling Nonresponse. 1.4 Single Imputation. 1.5 Multiple Imputation. 1.6 Numerical Example Using Multiple Imputation. 1.7 Guidance for the Reader. 2. Statistical Background. 2.1 Introduction. 2.2 Variables in the Finite Population. 2.3 Probability Distributions and Related Calculations. 2.4 Probability Specifications for Indicator Variables. 2.5 Probability Specifications for ( X,Y ). 2.6 Bayesian Inference for a Population Quality. 2.7 Interval Estimation. 2.8 Bayesian Procedures for Constructing Interval Estimates, Including Significance Levels and Point Estimates. 2.9 Evaluating the Performance of Procedures. 2.10 Similarity of Bayesian and Randomization-Based Inferences in Many Practical Cases. 3. Underlying Bayesian Theory. 3.1 Introduction and Summary of Repeated-Imputation Inferences. 3.2 Key Results for Analysis When the Multiple Imputations are Repeated Draws from the Posterior Distribution of the Missing Values. 3.3 Inference for Scalar Estimands from a Modest Number of Repeated Completed-Data Means and Variances. 3.4 Significance Levels for Multicomponent Estimands from a Modest Number of Repeated Completed-Data Means and Variance-Covariance Matrices. 3.5 Significance Levels from Repeated Completed-Data Significance Levels. 3.6 Relating the Completed-Data and Completed-Data Posterior Distributions When the Sampling Mechanism is Ignorable. 4. Randomization-Based Evaluations. 4.1 Introduction. 4.2 General Conditions for the Randomization-Validity of Infinite- m Repeated-Imputation Inferences. 4.3Examples of Proper and Improper Imputation Methods in a Simple Case with Ignorable Nonresponse. 4.4 Further Discussion of Proper Imputation Methods. 4.5 The Asymptotic Distibution of (&Qmacr; m ,Ū m ,B m ) for Proper Imputation Methods. 4.6 Evaluations of Finite- m Inferences with Scalar Estimands. 4.7 Evaluation of Significance Levels from the Moment-Based Statistics D m and &Dtilde; m with Multicomponent Estimands. 4.8 Evaluation of Significance Levels Based on Repeated Significance Levels. 5. Procedures with Ignorable Nonresponse. 5.1 Introduction. 5.2 Creating Imputed Values under an Explicit Model. 5.3 Some Explicit Imputation Models with Univariate Y I and Covariates. 5.4 Monotone Patterns of Missingness in Multivariate Y I . 5.5 Missing Social Security Benefits in the Current Population Survey. 5.6 Beyond Monotone Missingness. 6. Procedures with Nonignorable Nonresponse. 6.1 Introduction. 6.2 Nonignorable Nonresponse with Univariate Y I and No X I . 6.3 Formal Tasks with Nonignorable Nonresponse. 6.4 Illustrating Mixture Modeling Using Educational Testing Service Data. 6.5 Illustrating Selection Modeling Using CPS Data. 6.6 Extensions to Surveys with Follow-Ups. 6.7 Follow-Up Response in a Survey of Drinking Behavior Among Men of Retirement Age. References. Author Index. Subject Index. Appendix I. Report Written for the Social Security Administration in 1977. Appendix II. Report Written for the Census Bureau in 1983. |
| Record Nr. | UNISA-996201251903316 |
|
Rubin Donald B
|
||
| Hoboken, N.J. ; , : Wiley-Interscience, 2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Multiple imputation for nonresponse in surveys [[electronic resource] /] / Donald B. Rubin
| Multiple imputation for nonresponse in surveys [[electronic resource] /] / Donald B. Rubin |
| Autore | Rubin Donald B |
| Pubbl/distr/stampa | Hoboken, N.J. ; , : Wiley-Interscience, 2004 |
| Descrizione fisica | 1 online resource (xxix, 287 p. ) : ill |
| Disciplina | 001.422 |
| Collana |
Wiley series in probability and mathematical statistics. Multiple imputation for nonresponse in surveys
Wiley classics library |
| Soggetto topico |
Multiple imputation (Statistics)
Nonresponse (Statistics) Social surveys - Response rate Multiple imputation (Statistics) - Response rate Social surveys Social Sciences Statistics - General |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-282-30759-2
9786612307591 0-470-31669-1 0-470-31736-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Tables and Figures. Glossary. 1. Introduction. 1.1 Overview. 1.2 Examples of Surveys with Nonresponse. 1.3 Properly Handling Nonresponse. 1.4 Single Imputation. 1.5 Multiple Imputation. 1.6 Numerical Example Using Multiple Imputation. 1.7 Guidance for the Reader. 2. Statistical Background. 2.1 Introduction. 2.2 Variables in the Finite Population. 2.3 Probability Distributions and Related Calculations. 2.4 Probability Specifications for Indicator Variables. 2.5 Probability Specifications for ( X,Y ). 2.6 Bayesian Inference for a Population Quality. 2.7 Interval Estimation. 2.8 Bayesian Procedures for Constructing Interval Estimates, Including Significance Levels and Point Estimates. 2.9 Evaluating the Performance of Procedures. 2.10 Similarity of Bayesian and Randomization-Based Inferences in Many Practical Cases. 3. Underlying Bayesian Theory. 3.1 Introduction and Summary of Repeated-Imputation Inferences. 3.2 Key Results for Analysis When the Multiple Imputations are Repeated Draws from the Posterior Distribution of the Missing Values. 3.3 Inference for Scalar Estimands from a Modest Number of Repeated Completed-Data Means and Variances. 3.4 Significance Levels for Multicomponent Estimands from a Modest Number of Repeated Completed-Data Means and Variance-Covariance Matrices. 3.5 Significance Levels from Repeated Completed-Data Significance Levels. 3.6 Relating the Completed-Data and Completed-Data Posterior Distributions When the Sampling Mechanism is Ignorable. 4. Randomization-Based Evaluations. 4.1 Introduction. 4.2 General Conditions for the Randomization-Validity of Infinite- m Repeated-Imputation Inferences. 4.3Examples of Proper and Improper Imputation Methods in a Simple Case with Ignorable Nonresponse. 4.4 Further Discussion of Proper Imputation Methods. 4.5 The Asymptotic Distibution of (&Qmacr; m ,Ū m ,B m ) for Proper Imputation Methods. 4.6 Evaluations of Finite- m Inferences with Scalar Estimands. 4.7 Evaluation of Significance Levels from the Moment-Based Statistics D m and &Dtilde; m with Multicomponent Estimands. 4.8 Evaluation of Significance Levels Based on Repeated Significance Levels. 5. Procedures with Ignorable Nonresponse. 5.1 Introduction. 5.2 Creating Imputed Values under an Explicit Model. 5.3 Some Explicit Imputation Models with Univariate Y I and Covariates. 5.4 Monotone Patterns of Missingness in Multivariate Y I . 5.5 Missing Social Security Benefits in the Current Population Survey. 5.6 Beyond Monotone Missingness. 6. Procedures with Nonignorable Nonresponse. 6.1 Introduction. 6.2 Nonignorable Nonresponse with Univariate Y I and No X I . 6.3 Formal Tasks with Nonignorable Nonresponse. 6.4 Illustrating Mixture Modeling Using Educational Testing Service Data. 6.5 Illustrating Selection Modeling Using CPS Data. 6.6 Extensions to Surveys with Follow-Ups. 6.7 Follow-Up Response in a Survey of Drinking Behavior Among Men of Retirement Age. References. Author Index. Subject Index. Appendix I. Report Written for the Social Security Administration in 1977. Appendix II. Report Written for the Census Bureau in 1983. |
| Record Nr. | UNINA-9910830648503321 |
|
Rubin Donald B
|
||
| Hoboken, N.J. ; , : Wiley-Interscience, 2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Multiple imputation for nonresponse in surveys [[electronic resource] /] / Donald B. Rubin
| Multiple imputation for nonresponse in surveys [[electronic resource] /] / Donald B. Rubin |
| Autore | Rubin Donald B |
| Pubbl/distr/stampa | Hoboken, N.J. ; , : Wiley-Interscience, 2004 |
| Descrizione fisica | 1 online resource (xxix, 287 p. ) : ill |
| Disciplina | 001.422 |
| Collana |
Wiley series in probability and mathematical statistics. Multiple imputation for nonresponse in surveys
Wiley classics library |
| Soggetto topico |
Multiple imputation (Statistics)
Nonresponse (Statistics) Social surveys - Response rate Multiple imputation (Statistics) - Response rate Social surveys Social Sciences Statistics - General |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-282-30759-2
9786612307591 0-470-31669-1 0-470-31736-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Tables and Figures. Glossary. 1. Introduction. 1.1 Overview. 1.2 Examples of Surveys with Nonresponse. 1.3 Properly Handling Nonresponse. 1.4 Single Imputation. 1.5 Multiple Imputation. 1.6 Numerical Example Using Multiple Imputation. 1.7 Guidance for the Reader. 2. Statistical Background. 2.1 Introduction. 2.2 Variables in the Finite Population. 2.3 Probability Distributions and Related Calculations. 2.4 Probability Specifications for Indicator Variables. 2.5 Probability Specifications for ( X,Y ). 2.6 Bayesian Inference for a Population Quality. 2.7 Interval Estimation. 2.8 Bayesian Procedures for Constructing Interval Estimates, Including Significance Levels and Point Estimates. 2.9 Evaluating the Performance of Procedures. 2.10 Similarity of Bayesian and Randomization-Based Inferences in Many Practical Cases. 3. Underlying Bayesian Theory. 3.1 Introduction and Summary of Repeated-Imputation Inferences. 3.2 Key Results for Analysis When the Multiple Imputations are Repeated Draws from the Posterior Distribution of the Missing Values. 3.3 Inference for Scalar Estimands from a Modest Number of Repeated Completed-Data Means and Variances. 3.4 Significance Levels for Multicomponent Estimands from a Modest Number of Repeated Completed-Data Means and Variance-Covariance Matrices. 3.5 Significance Levels from Repeated Completed-Data Significance Levels. 3.6 Relating the Completed-Data and Completed-Data Posterior Distributions When the Sampling Mechanism is Ignorable. 4. Randomization-Based Evaluations. 4.1 Introduction. 4.2 General Conditions for the Randomization-Validity of Infinite- m Repeated-Imputation Inferences. 4.3Examples of Proper and Improper Imputation Methods in a Simple Case with Ignorable Nonresponse. 4.4 Further Discussion of Proper Imputation Methods. 4.5 The Asymptotic Distibution of (&Qmacr; m ,Ū m ,B m ) for Proper Imputation Methods. 4.6 Evaluations of Finite- m Inferences with Scalar Estimands. 4.7 Evaluation of Significance Levels from the Moment-Based Statistics D m and &Dtilde; m with Multicomponent Estimands. 4.8 Evaluation of Significance Levels Based on Repeated Significance Levels. 5. Procedures with Ignorable Nonresponse. 5.1 Introduction. 5.2 Creating Imputed Values under an Explicit Model. 5.3 Some Explicit Imputation Models with Univariate Y I and Covariates. 5.4 Monotone Patterns of Missingness in Multivariate Y I . 5.5 Missing Social Security Benefits in the Current Population Survey. 5.6 Beyond Monotone Missingness. 6. Procedures with Nonignorable Nonresponse. 6.1 Introduction. 6.2 Nonignorable Nonresponse with Univariate Y I and No X I . 6.3 Formal Tasks with Nonignorable Nonresponse. 6.4 Illustrating Mixture Modeling Using Educational Testing Service Data. 6.5 Illustrating Selection Modeling Using CPS Data. 6.6 Extensions to Surveys with Follow-Ups. 6.7 Follow-Up Response in a Survey of Drinking Behavior Among Men of Retirement Age. References. Author Index. Subject Index. Appendix I. Report Written for the Social Security Administration in 1977. Appendix II. Report Written for the Census Bureau in 1983. |
| Record Nr. | UNINA-9910877241603321 |
|
Rubin Donald B
|
||
| Hoboken, N.J. ; , : Wiley-Interscience, 2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Nonresponse in social science surveys : a research agenda / / Roger Tourangeau and Thomas J. Plewes, editors ; Panel on a Research Agenda for the Future of Social Science Data Collection, Committee on National Statistics, Division of Behavioral and Social Sciences and Education, National Research Council of the National Academies
| Nonresponse in social science surveys : a research agenda / / Roger Tourangeau and Thomas J. Plewes, editors ; Panel on a Research Agenda for the Future of Social Science Data Collection, Committee on National Statistics, Division of Behavioral and Social Sciences and Education, National Research Council of the National Academies |
| Pubbl/distr/stampa | Washington, District of Columbia : , : National Academies Press, , [2013] |
| Descrizione fisica | 1 online resource (167 p.) |
| Disciplina | 300.723 |
| Soggetto topico |
Social surveys - Response rate
Nonresponse (Statistics) |
| Soggetto genere / forma | Electronic books. |
| ISBN | 0-309-27248-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | The Growing Problem of Nonresponse -- Nonresponse Bias -- Mitigating the Consequences of Nonresponse -- Approaches to Improving Survey Response -- Research Agenda -- References and Selected Bibliography -- Acronyms and Abbreviations -- Appendix A: Nonresponse Research in Federal Statistical Agencies -- Appendix B: Research Agenda Topics Suggested by the Literature -- Appendix C: Biographical Sketches of Panel Members -- Committee on National Statistics. |
| Record Nr. | UNINA-9910464430303321 |
| Washington, District of Columbia : , : National Academies Press, , [2013] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Nonresponse in social science surveys : a research agenda / / Roger Tourangeau and Thomas J. Plewes, editors ; Panel on a Research Agenda for the Future of Social Science Data Collection, Committee on National Statistics, Division of Behavioral and Social Sciences and Education, National Research Council of the National Academies
| Nonresponse in social science surveys : a research agenda / / Roger Tourangeau and Thomas J. Plewes, editors ; Panel on a Research Agenda for the Future of Social Science Data Collection, Committee on National Statistics, Division of Behavioral and Social Sciences and Education, National Research Council of the National Academies |
| Pubbl/distr/stampa | Washington, District of Columbia : , : National Academies Press, , [2013] |
| Descrizione fisica | 1 online resource (167 p.) |
| Disciplina | 300.723 |
| Soggetto topico |
Social surveys - Response rate
Nonresponse (Statistics) |
| ISBN |
0-309-27251-3
0-309-27248-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | The Growing Problem of Nonresponse -- Nonresponse Bias -- Mitigating the Consequences of Nonresponse -- Approaches to Improving Survey Response -- Research Agenda -- References and Selected Bibliography -- Acronyms and Abbreviations -- Appendix A: Nonresponse Research in Federal Statistical Agencies -- Appendix B: Research Agenda Topics Suggested by the Literature -- Appendix C: Biographical Sketches of Panel Members -- Committee on National Statistics. |
| Record Nr. | UNINA-9910789233803321 |
| Washington, District of Columbia : , : National Academies Press, , [2013] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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