Aspects concerning data fusion techniques

to connected objects

Abstract: Mit Techniken der Datenfusion lassen sich Datensätze aus unterschiedlichen Stichproben auf der Basis gemeinsamer Variablen mit Hilfe des statistischen Matchings verschmelzen. So entsteht eine virtuelle Stichprobe, die zwar vollständig, aber künstlich geschaffen ist. Fehlen in einer Stichprobe Informationen über ein Individuum, so werden sie auf der Basis der Daten eines anderen, sehr ähnlichen Individuums aus einer anderen Stichprobe abgeleitet. Die Verfasser diskutieren die Möglichkeiten der Datenfusionstechniken und stellen Parameter der Verteilung aller Variablen in der künstlichen Stichprobe auf. Von Interesse ist dabei besonders die Korrelation von nicht gemeinsam beobachteten Variablen, die nur mit Hilfe des Matchings geschätzt werden können. Simulationsstudien beschäftigen sich zudem mit den Einflüssen von nearest neighbour matches, sogenannten "Heiratsprozessen" und kleinen Stichprobenumfängen. (ICEÜbers)

Alternative title: Aspekte von Techniken zur Datenfusion

Location: Deutsche Nationalbibliothek Frankfurt am Main

Extent: Online-Ressource, 317-333 S.

Language: Englisch

Notes: Veröffentlichungsversion
begutachtet
In: Koch, Achim (Hg.), Porst, Rolf (Hg.): Nonresponse in survey research : proceedings of the Eighth International Workshop on Household Survey Nonresponse, 24-16 September 1997. 1998. S. 317-333. ISBN 3-924220-15-8

Bibliographic citation: Nonresponse in survey research : proceedings of the Eighth International Workshop on Household Survey Nonresponse, 24-16 September 1997 ; Bd. 4
ZUMA-Nachrichten Spezial ; Bd. 4

Event: Veröffentlichung

(where): Mannheim

(when): 1998

Contributor: Koch, Achim
Porst, Rolf
Zentrum für Umfragen, Methoden und Analysen -ZUMA-

URN: urn:nbn:de:0168-ssoar-49728-2

Rights: Open Access unbekannt; Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.

Last update: 25.03.2025, 1:57 PM CET

Data provider

This object is provided by:
Deutsche Nationalbibliothek. If you have any questions about the object, please contact the data provider.

Show original at data provider

Associated

Koch, Achim
Porst, Rolf
Zentrum für Umfragen, Methoden und Analysen -ZUMA-

Time of origin

1998

Other Objects (12)

Aspects concerning data fusion techniques

Collection article | Conference paper | Konferenzbeitrag | Sammelwerksbeitrag

Aspects concerning data fusion techniques

Nonresponse in the 1996 income survey (supplement to the microcensus)

Nonresponse in the 1996 income survey (supplement to the microcensus)

Handling of household and item nonresponse in surveys

Handling of household and item nonresponse in surveys

The effect of interviewer and respondent characteristics on refusals in a panel survey

The effect of interviewer and respondent characteristics on refusals in a panel survey

Nonresponse in survey research: proceedings of the Eighth International Workshop on Household Survey Nonresponse, 24-16 September 1997

Nonresponse in survey research: proceedings of the Eighth International Workshop on Household Survey Nonresponse, 24-16 September 1997

Fighting nonresponse in telephone interviews: successful interviewer tactics

Fighting nonresponse in telephone interviews: successful interviewer tactics

Improving advance letters for major government surveys

Improving advance letters for major government surveys

Longitudinal nonresponse in the Current Population Survey (CPS)

Longitudinal nonresponse in the Current Population Survey (CPS)

Regression-based nearest neighbour hot decking

Regression-based nearest neighbour hot decking

The stability of nonresponse rates according to socio-demographic categories

The stability of nonresponse rates according to socio-demographic categories

Interviewer opinions, attitudes and strategies regarding survey participation and their effect on response

Interviewer opinions, attitudes and strategies regarding survey participation and their effect on response

A bootstrap strategy for the detection of a panel attrition bias in a household panel with an application to the German Socio-Economic Panel (GSOEP)

A bootstrap strategy for the detection of a panel attrition bias in a household panel with an application to the German Socio-Economic Panel (GSOEP)

Aspects concerning data fusion techniques

Collection article | Conference paper | Konferenzbeitrag | Sammelwerksbeitrag

Aspects concerning data fusion techniques

Nonresponse in the 1996 income survey (supplement to the microcensus)

Nonresponse in the 1996 income survey (supplement to the microcensus)

Handling of household and item nonresponse in surveys

Handling of household and item nonresponse in surveys

The effect of interviewer and respondent characteristics on refusals in a panel survey

The effect of interviewer and respondent characteristics on refusals in a panel survey

Nonresponse in survey research: proceedings of the Eighth International Workshop on Household Survey Nonresponse, 24-16 September 1997

Nonresponse in survey research: proceedings of the Eighth International Workshop on Household Survey Nonresponse, 24-16 September 1997

Fighting nonresponse in telephone interviews: successful interviewer tactics

Fighting nonresponse in telephone interviews: successful interviewer tactics

Improving advance letters for major government surveys

Improving advance letters for major government surveys

Longitudinal nonresponse in the Current Population Survey (CPS)

Longitudinal nonresponse in the Current Population Survey (CPS)

Regression-based nearest neighbour hot decking

Regression-based nearest neighbour hot decking

The stability of nonresponse rates according to socio-demographic categories

The stability of nonresponse rates according to socio-demographic categories

Interviewer opinions, attitudes and strategies regarding survey participation and their effect on response

Interviewer opinions, attitudes and strategies regarding survey participation and their effect on response

A bootstrap strategy for the detection of a panel attrition bias in a household panel with an application to the German Socio-Economic Panel (GSOEP)

A bootstrap strategy for the detection of a panel attrition bias in a household panel with an application to the German Socio-Economic Panel (GSOEP)

Aspects concerning data fusion techniques

Collection article | Conference paper | Konferenzbeitrag | Sammelwerksbeitrag

Aspects concerning data fusion techniques

Nonresponse in the 1996 income survey (supplement to the microcensus)

Nonresponse in the 1996 income survey (supplement to the microcensus)

Handling of household and item nonresponse in surveys

Handling of household and item nonresponse in surveys

The effect of interviewer and respondent characteristics on refusals in a panel survey

The effect of interviewer and respondent characteristics on refusals in a panel survey

Nonresponse in survey research: proceedings of the Eighth International Workshop on Household Survey Nonresponse, 24-16 September 1997

Nonresponse in survey research: proceedings of the Eighth International Workshop on Household Survey Nonresponse, 24-16 September 1997

Fighting nonresponse in telephone interviews: successful interviewer tactics

Fighting nonresponse in telephone interviews: successful interviewer tactics

Improving advance letters for major government surveys

Improving advance letters for major government surveys

Longitudinal nonresponse in the Current Population Survey (CPS)

Longitudinal nonresponse in the Current Population Survey (CPS)

Regression-based nearest neighbour hot decking

Regression-based nearest neighbour hot decking

The stability of nonresponse rates according to socio-demographic categories

The stability of nonresponse rates according to socio-demographic categories

Interviewer opinions, attitudes and strategies regarding survey participation and their effect on response

Interviewer opinions, attitudes and strategies regarding survey participation and their effect on response

A bootstrap strategy for the detection of a panel attrition bias in a household panel with an application to the German Socio-Economic Panel (GSOEP)

A bootstrap strategy for the detection of a panel attrition bias in a household panel with an application to the German Socio-Economic Panel (GSOEP)

Cultural heritage institutions wishing to register will find more information here.

Fields marked * need to be filled in.

Username*

Please enter your username

Email*

Please enter your email address

Please do not fill this field

First name

Last name

Password*

Please enter your password

Confirm password*

Please enter the same password

I have read the terms of use and the privacy policy for the collection of personal data and accept them. *

This field is required.

I would like to subscribe to the newsletter of the Deutsche Digitale Bibliothek. See newsletter subscription info.

Account created

Your "My DDB" account has been successfully created. Before you can log in to your account, you must click the confirmation link in the message we just sent to the email address you provided.