000097845 001 __ 97845
000097845 005 __20141121170920.0
000097845 024 8_ $9 driver $9 artpubuab $a oai:ddd.uab.cat:97845
000097845 035 __ $9 articleid $a 16962281vSpecialp7
000097845 041 __ $a eng
000097845 100 __ $a Bleninger, Philipp $u Institute for Employment Research
000097845 245 1_ $a Remote data access and the risk of disclosure from linear regression
000097845 520 3_ $a In the endeavor of finding ways for easy data access for external researchers remote data access seems to be an attractive alternative to the current standard of data perturbation or restricted access only at designated data archives or research data centers. However, even if the microdata are not available directly, disclosure of sensitive information is still possible. We illustrate that an ill-intentioned user could use some commonly available background information to reveal sensitive information using simple linear regression. We demonstrate the real risks from this approach with an empirical evaluation based on a German establishment survey, the IAB Establishment Panel.
000097845 540 __ $9 info:eu-repo/semantics/openAccess $a Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial i la comunicació pública de l'obra, sempre que no sigui amb finalitats comercials, i sempre que es reconegui l'autoria de l'obra original. No es permet la creació d'obres derivades. $u http://creativecommons.org/licenses/by-nc-nd/3.0/es/
000097845 546 __ $a Anglès
000097845 599 __ $a recerca
000097845 653 1_ $a Remote Data Access
000097845 653 1_ $a Data Privacy
000097845 653 1_ $a Disclosure
000097845 653 1_ $a IAB Establishment Panel
000097845 653 1_ $a Linear
000097845 653 1_ $a Regression
000097845 653 1_ $a Artificial Outlier
000097845 653 1_ $a Strategic Dummy
000097845 655 _4 $a info:eu-repo/semantics/article
000097845 655 _4 $a info:eu-repo/semantics/publishedVersion
000097845 700 __ $a Drechsler, Jörg $u Institute for Employment Research
000097845 700 __ $a Ronning, Gerd $u Tübingen University
000097845 773 __ $g Vol. Special, Núm.  (2011), p. 7-24 $t SORT : statistics and operations research transactions $x 1696-2281
000097845 856 40 $p 18 $s 117371 $u http://ddd.uab.cat/uab/sort/sort_a2011vSPECIAL/sort_a2011nSPECIALp7.pdf
000097845 973 __ $f 0007 $l 24 $m  $n  $v Special $x sort_a2011vSPECIAL $y 2011
000097845 980 __ $a ARTPUB $b SORT $b UAB