Arbeitspapier
Modeling Binary Panel Data with Nonresponse
This paper studies modeling of nonignorable nonresponse in panel surveys. A class of sequential conditional logistic models for nonresponse is considered. Model-based maximum likelihood estimation and imputation are used for estimating population proportions. Various models are evaluated, and comparisons are made with traditional methods of weighting and direct data imputation. Two cases are considered, (i) the population rate of participation in the 1989 Norwegian Storting election and (ii) estimation of car ownership in Norway in 1989 and 1990.
- Sprache
-
Englisch
- Erschienen in
-
Series: Discussion Papers ; No. 297
- Klassifikation
-
Wirtschaft
Classification Discontinued 2008. See C83.
Estimation: General
- Thema
-
Nonignorable nonresponse
logistic modeling
imputation
election survey
consumer expenditure survey
- Ereignis
-
Geistige Schöpfung
- (wer)
-
Bjørnstad, Jan F.
Sommervoll, Dag Einar
- Ereignis
-
Veröffentlichung
- (wer)
-
Statistics Norway, Research Department
- (wo)
-
Oslo
- (wann)
-
2001
- Handle
- Letzte Aktualisierung
-
10.03.2025, 11:42 MEZ
Datenpartner
Dieses Objekt wird bereitgestellt von:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Objekttyp
- Arbeitspapier
Beteiligte
- Bjørnstad, Jan F.
- Sommervoll, Dag Einar
- Statistics Norway, Research Department
Entstanden
- 2001
Ähnliche Objekte (12)
Synthetic Graphical Modelling of Binary Panel Data Subject to Non-response A Case Study
Non-response in dynamic panel data models
Accounting for Nonresponse Heterogeneity in Panel Data
Accounting for nonresponse heterogeneity in panel data
Identification in simple binary outcome panel data models
Reducing Nonresponse and Data Linkage Consent Bias in Large-Scale Panel Surveys
A Note on Post-stratification when Analyzing Binary Survey Data Subject to Non-response
Multiple fixed effects in binary response panel data models
Distribution Free Estimation of Spatial Autoregressive Binary Choice Panel Data Models
Nonresponse trends in establishment panel surveys: Findings from the 2001-2017 IAB establishment panel
Nonresponse trends in establishment panel surveys: findings from the 2001–2017 IAB establishment panel
Identification in a binary choice panel data model with a predetermined covariate
Synthetic Graphical Modelling of Binary Panel Data Subject to Non-response A Case Study
Non-response in dynamic panel data models
Accounting for Nonresponse Heterogeneity in Panel Data
Accounting for nonresponse heterogeneity in panel data
Identification in simple binary outcome panel data models
Reducing Nonresponse and Data Linkage Consent Bias in Large-Scale Panel Surveys
A Note on Post-stratification when Analyzing Binary Survey Data Subject to Non-response
Multiple fixed effects in binary response panel data models
Distribution Free Estimation of Spatial Autoregressive Binary Choice Panel Data Models
Nonresponse trends in establishment panel surveys: Findings from the 2001-2017 IAB establishment panel
Nonresponse trends in establishment panel surveys: findings from the 2001–2017 IAB establishment panel
Identification in a binary choice panel data model with a predetermined covariate
Synthetic Graphical Modelling of Binary Panel Data Subject to Non-response A Case Study
Non-response in dynamic panel data models
Accounting for Nonresponse Heterogeneity in Panel Data
Accounting for nonresponse heterogeneity in panel data
Identification in simple binary outcome panel data models
Reducing Nonresponse and Data Linkage Consent Bias in Large-Scale Panel Surveys
A Note on Post-stratification when Analyzing Binary Survey Data Subject to Non-response
Multiple fixed effects in binary response panel data models
Distribution Free Estimation of Spatial Autoregressive Binary Choice Panel Data Models
Nonresponse trends in establishment panel surveys: Findings from the 2001-2017 IAB establishment panel
Nonresponse trends in establishment panel surveys: findings from the 2001–2017 IAB establishment panel