Practical methods for design and analysis of complex surveys [[electronic resource] /] / Risto Lehtonen and Erkki Pahkinen |
Autore | Lehtonen Risto |
Edizione | [2nd ed.] |
Pubbl/distr/stampa | Chichester, West Sussex, England ; ; Hoboken, NJ, : J. Wiley, c2004 |
Descrizione fisica | 1 online resource (361 p.) |
Disciplina |
001.4/33
001.433 |
Altri autori (Persone) | PahkinenErkki |
Collana | Statistics in practice |
Soggetto topico |
Sampling (Statistics)
Surveys - Methodology |
Soggetto genere / forma | Electronic books. |
ISBN |
1-280-26918-9
9786610269181 0-470-09163-0 0-470-09164-9 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Practical Methods for Design and Analysis of Complex Surveys; Contents; Preface; 1 Introduction; 2 Basic Sampling Techniques; 2.1 Basic definitions; 2.2 The Province'91 population; 2.3 Simple random sampling and design effect; 2.4 Systematic sampling and intra-class correlation; 2.5 Selection with probability proportional to size; 3 Further Use of Auxiliary Information; 3.1 Stratified sampling; 3.2 Cluster sampling; 3.3 Model-assisted estimation; 3.4 Efficiency comparison using design effects; 4 Handling Nonsampling Errors; 4.1 Reweighting; 4.2 Imputation
4.3 Chapter summary and further reading5 Linearization and Sample Reuse in Variance Estimation; 5.1 The Mini-Finland Health Survey; 5.2 Ratio estimators; 5.3 Linearization method; 5.4 Sample reuse methods; 5.5 Comparison of variance estimators; 5.6 The Occupational Health Care Survey; 5.7 Linearization method for covariance-matrix estimation; 5.8 Chapter summary and further reading; 6 Model-assisted Estimation for Domains; 6.1 Framework for domain estimation; 6.2 Estimator type and model choice; 6.3 Construction of estimators and model specification; 6.4 Further comparison of estimators 6.5 Chapter summary and further reading7 Analysis of One-way and Two-way Tables; 7.1 Introductory example; 7.2 Simple goodness-of-fit test; 7.3 Preliminaries for tests for two-way tables; 7.4 Test of homogeneity; 7.5 Test of independence; 7.6 Chapter summary and further reading; 8 Multivariate Survey Analysis; 8.1 Range of methods; 8.2 Types of models and options for analysis; 8.3 Analysis of categorical data; 8.4 Logistic and linear regression; 8.5 Chapter summary and further reading; 9 More Detailed Case Studies; 9.1 Monitoring quality in a long-term transport survey 9.2 Estimation of mean salary in a business survey9.3 Model selection in a socioeconomic survey; 9.4 Multi-level modelling in an educational survey; References; Author Index; Subject Index |
Record Nr. | UNINA-9910143230003321 |
Lehtonen Risto
![]() |
||
Chichester, West Sussex, England ; ; Hoboken, NJ, : J. Wiley, c2004 | ||
![]() | ||
Lo trovi qui: Univ. Federico II | ||
|
Practical methods for design and analysis of complex surveys [[electronic resource] /] / Risto Lehtonen and Erkki Pahkinen |
Autore | Lehtonen Risto |
Edizione | [2nd ed.] |
Pubbl/distr/stampa | Chichester, West Sussex, England ; ; Hoboken, NJ, : J. Wiley, c2004 |
Descrizione fisica | 1 online resource (361 p.) |
Disciplina |
001.4/33
001.433 |
Altri autori (Persone) | PahkinenErkki |
Collana | Statistics in practice |
Soggetto topico |
Sampling (Statistics)
Surveys - Methodology |
ISBN |
1-280-26918-9
9786610269181 0-470-09163-0 0-470-09164-9 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Practical Methods for Design and Analysis of Complex Surveys; Contents; Preface; 1 Introduction; 2 Basic Sampling Techniques; 2.1 Basic definitions; 2.2 The Province'91 population; 2.3 Simple random sampling and design effect; 2.4 Systematic sampling and intra-class correlation; 2.5 Selection with probability proportional to size; 3 Further Use of Auxiliary Information; 3.1 Stratified sampling; 3.2 Cluster sampling; 3.3 Model-assisted estimation; 3.4 Efficiency comparison using design effects; 4 Handling Nonsampling Errors; 4.1 Reweighting; 4.2 Imputation
4.3 Chapter summary and further reading5 Linearization and Sample Reuse in Variance Estimation; 5.1 The Mini-Finland Health Survey; 5.2 Ratio estimators; 5.3 Linearization method; 5.4 Sample reuse methods; 5.5 Comparison of variance estimators; 5.6 The Occupational Health Care Survey; 5.7 Linearization method for covariance-matrix estimation; 5.8 Chapter summary and further reading; 6 Model-assisted Estimation for Domains; 6.1 Framework for domain estimation; 6.2 Estimator type and model choice; 6.3 Construction of estimators and model specification; 6.4 Further comparison of estimators 6.5 Chapter summary and further reading7 Analysis of One-way and Two-way Tables; 7.1 Introductory example; 7.2 Simple goodness-of-fit test; 7.3 Preliminaries for tests for two-way tables; 7.4 Test of homogeneity; 7.5 Test of independence; 7.6 Chapter summary and further reading; 8 Multivariate Survey Analysis; 8.1 Range of methods; 8.2 Types of models and options for analysis; 8.3 Analysis of categorical data; 8.4 Logistic and linear regression; 8.5 Chapter summary and further reading; 9 More Detailed Case Studies; 9.1 Monitoring quality in a long-term transport survey 9.2 Estimation of mean salary in a business survey9.3 Model selection in a socioeconomic survey; 9.4 Multi-level modelling in an educational survey; References; Author Index; Subject Index |
Record Nr. | UNINA-9910830876703321 |
Lehtonen Risto
![]() |
||
Chichester, West Sussex, England ; ; Hoboken, NJ, : J. Wiley, c2004 | ||
![]() | ||
Lo trovi qui: Univ. Federico II | ||
|
Practical methods for design and analysis of complex surveys / / Risto Lehtonen and Erkki Pahkinen |
Autore | Lehtonen Risto |
Edizione | [2nd ed.] |
Pubbl/distr/stampa | Chichester, West Sussex, England ; ; Hoboken, NJ, : J. Wiley, c2004 |
Descrizione fisica | 1 online resource (361 p.) |
Disciplina | 001.4/33 |
Altri autori (Persone) | PahkinenErkki |
Collana | Statistics in practice |
Soggetto topico |
Sampling (Statistics)
Surveys - Methodology |
ISBN |
1-280-26918-9
9786610269181 0-470-09163-0 0-470-09164-9 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Practical Methods for Design and Analysis of Complex Surveys; Contents; Preface; 1 Introduction; 2 Basic Sampling Techniques; 2.1 Basic definitions; 2.2 The Province'91 population; 2.3 Simple random sampling and design effect; 2.4 Systematic sampling and intra-class correlation; 2.5 Selection with probability proportional to size; 3 Further Use of Auxiliary Information; 3.1 Stratified sampling; 3.2 Cluster sampling; 3.3 Model-assisted estimation; 3.4 Efficiency comparison using design effects; 4 Handling Nonsampling Errors; 4.1 Reweighting; 4.2 Imputation
4.3 Chapter summary and further reading5 Linearization and Sample Reuse in Variance Estimation; 5.1 The Mini-Finland Health Survey; 5.2 Ratio estimators; 5.3 Linearization method; 5.4 Sample reuse methods; 5.5 Comparison of variance estimators; 5.6 The Occupational Health Care Survey; 5.7 Linearization method for covariance-matrix estimation; 5.8 Chapter summary and further reading; 6 Model-assisted Estimation for Domains; 6.1 Framework for domain estimation; 6.2 Estimator type and model choice; 6.3 Construction of estimators and model specification; 6.4 Further comparison of estimators 6.5 Chapter summary and further reading7 Analysis of One-way and Two-way Tables; 7.1 Introductory example; 7.2 Simple goodness-of-fit test; 7.3 Preliminaries for tests for two-way tables; 7.4 Test of homogeneity; 7.5 Test of independence; 7.6 Chapter summary and further reading; 8 Multivariate Survey Analysis; 8.1 Range of methods; 8.2 Types of models and options for analysis; 8.3 Analysis of categorical data; 8.4 Logistic and linear regression; 8.5 Chapter summary and further reading; 9 More Detailed Case Studies; 9.1 Monitoring quality in a long-term transport survey 9.2 Estimation of mean salary in a business survey9.3 Model selection in a socioeconomic survey; 9.4 Multi-level modelling in an educational survey; References; Author Index; Subject Index |
Record Nr. | UNINA-9910877503303321 |
Lehtonen Risto
![]() |
||
Chichester, West Sussex, England ; ; Hoboken, NJ, : J. Wiley, c2004 | ||
![]() | ||
Lo trovi qui: Univ. Federico II | ||
|