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e-journal

An Introduction to Propensity Scores: What, When, and How

Sarah J. Beal - Nama Orang; Kevin A. Kupzyk - Nama Orang;

The use of propensity scores as a method to promote causality in studies that cannot use random assignment has increased dramatically since its original publication in 1983. While the utility of these approaches is important, the
concepts underlying their use are complex. The purpose of this article is to provide a basic tutorial for conducting analyses using propensity scores and what researchers should be aware of in reading papers that choose propensity scores as a method, as well as in conducting their own research. In addition to the explanations given, examples are presented, based on actual studies, which illustrate the use of propensity scores for regression adjustment, stratification, and matching. The syntax, datasets, and output used for these examples are available on http://jea.sagepub.com/content/ early/recent for readers to download and follow.

Keywords
propensity score, matching, regression, stratification


Ketersediaan

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Informasi Detail
Judul Seri
Journal of Early Adolescence
No. Panggil
-
Penerbit
U.S.A : SAGE., 2013
Deskripsi Fisik
Journal of Early Adolescence 2014
Bahasa
English
ISBN/ISSN
DOI: 10.1177/0272431
Klasifikasi
-
Tipe Isi
-
Tipe Media
-
Tipe Pembawa
-
Edisi
Vol 34(1) 66– 92
Subjek
PSIKOLOGI
Info Detail Spesifik
-
Pernyataan Tanggungjawab
Mutia/Agus
Versi lain/terkait

Tidak tersedia versi lain

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  • An Introduction to Propensity Scores: What, When, and How
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