Adjustment methods and without replacement bootstrap: applications to a business survey

Ana Cristina Costa

Adjustment methods and without replacement bootstrap: applications to a business survey

Ana Cristina Costa

NOVA Information Management School (NOVA IMS)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Abstract

Applications of several adjustment methods and the Without Replacement Bootstrap (BWO) are presented, using data from the 1997 Annual Business Survey, conducted by Portugal’s National Statistics Institute. The application of these methods is motivated by issues related with frame problems and total nonresponse. The BWO algorithm is used for variance estimation of the considered estimators: the adjustment cell estimator, the post-stratified estimator and the post-stratified estimator with adjustment cells. The results agree with the theoretical evidences referred in the literature.

Original language	English
Title of host publication	WSEAS Transactions on Systems
Publisher	World Scientific and Engineering Academy and Society (WSEAS)
Pages	87-91
Number of pages	5
Volume	2
Publication status	Published - 2003

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title = "Adjustment methods and without replacement bootstrap: applications to a business survey",

abstract = "Applications of several adjustment methods and the Without Replacement Bootstrap (BWO) are presented, using data from the 1997 Annual Business Survey, conducted by Portugal{\textquoteright}s National Statistics Institute. The application of these methods is motivated by issues related with frame problems and total nonresponse. The BWO algorithm is used for variance estimation of the considered estimators: the adjustment cell estimator, the post-stratified estimator and the post-stratified estimator with adjustment cells. The results agree with the theoretical evidences referred in the literature.",

author = "Costa, {Ana Cristina}",

note = "Costa, A. C. (2003). Adjustment methods and without replacement bootstrap: applications to a business survey. In WSEAS Transactions on Systems (Vol. 2, pp. 87-91). World Scientific and Engineering Academy and Society (WSEAS).",

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N1 - Costa, A. C. (2003). Adjustment methods and without replacement bootstrap: applications to a business survey. In WSEAS Transactions on Systems (Vol. 2, pp. 87-91). World Scientific and Engineering Academy and Society (WSEAS).

PY - 2003

Y1 - 2003

N2 - Applications of several adjustment methods and the Without Replacement Bootstrap (BWO) are presented, using data from the 1997 Annual Business Survey, conducted by Portugal’s National Statistics Institute. The application of these methods is motivated by issues related with frame problems and total nonresponse. The BWO algorithm is used for variance estimation of the considered estimators: the adjustment cell estimator, the post-stratified estimator and the post-stratified estimator with adjustment cells. The results agree with the theoretical evidences referred in the literature.

AB - Applications of several adjustment methods and the Without Replacement Bootstrap (BWO) are presented, using data from the 1997 Annual Business Survey, conducted by Portugal’s National Statistics Institute. The application of these methods is motivated by issues related with frame problems and total nonresponse. The BWO algorithm is used for variance estimation of the considered estimators: the adjustment cell estimator, the post-stratified estimator and the post-stratified estimator with adjustment cells. The results agree with the theoretical evidences referred in the literature.

M3 - Conference contribution

VL - 2

SP - 87

EP - 91

BT - WSEAS Transactions on Systems

PB - World Scientific and Engineering Academy and Society (WSEAS)

ER -