A critical appraisal of propensity‐score matching in the medical literature between 1996 and 2003
PC Austin - Statistics in medicine, 2008 - Wiley Online Library
Propensity‐score methods are increasingly being used to reduce the impact of treatment‐
selection bias in the estimation of treatment effects using observational data. Commonly …
selection bias in the estimation of treatment effects using observational data. Commonly …
Primer on statistical interpretation or methods report card on propensity-score matching in the cardiology literature from 2004 to 2006: a systematic review
PC Austin - Circulation: Cardiovascular Quality and Outcomes, 2008 - Am Heart Assoc
Background—Propensity-score matching is frequently used in the cardiology literature.
Recent systematic reviews have found that this method is, in general, poorly implemented in …
Recent systematic reviews have found that this method is, in general, poorly implemented in …
Goodness‐of‐fit diagnostics for the propensity score model when estimating treatment effects using covariate adjustment with the propensity score
PC Austin - Pharmacoepidemiology and drug safety, 2008 - Wiley Online Library
The propensity score is defined to be a subject's probability of treatment selection,
conditional on observed baseline covariates. Conditional on the propensity score, treated …
conditional on observed baseline covariates. Conditional on the propensity score, treated …
The performance of different propensity-score methods for estimating relative risks
PC Austin - Journal of clinical epidemiology, 2008 - Elsevier
OBJECTIVES: The propensity score is the probability of treatment conditional on observed
variables. Conditioning on the propensity-score results in unbiased estimation of the …
variables. Conditioning on the propensity-score results in unbiased estimation of the …
Discussion of research using propensity‐score matching: Comments on 'A critical appraisal of propensity‐score matching in the medical literature between 1996 and …
J Hill - Statistics in medicine, 2008 - Wiley Online Library
Research using propensity-score matching has been in the literature for over two decades
now. During this time, in a process akin to the way a message gets distorted and passed on …
now. During this time, in a process akin to the way a message gets distorted and passed on …
Systematic differences in treatment effect estimates between propensity score methods and logistic regression
EP Martens, WR Pestman, A De Boer… - International journal …, 2008 - academic.oup.com
Background In medical research both propensity score methods and logistic regression
analysis are used to estimate treatment effects in observational studies. From literature …
analysis are used to estimate treatment effects in observational studies. From literature …
Effect of pretreatment with statins on ischemic stroke outcomes
Background and Purpose—Statins reduce the risk of stroke in at-risk populations and may
improve outcomes in patients taking statins before an ischemic stroke (IS). Our objectives …
improve outcomes in patients taking statins before an ischemic stroke (IS). Our objectives …
High mortality rate in rheumatoid arthritis with subluxation of the cervical spine: a cohort study of operated and nonoperated patients
AC Paus, H Steen, J Røislien, P Mowinckel, J Teigland - Spine, 2008 - journals.lww.com
Study Design. In a prospective cohort study 532 patients with rheumatoid arthritis (RA) and
subluxations of the cervical spine were consecutively collected during 1974–1999 …
subluxations of the cervical spine were consecutively collected during 1974–1999 …
Estimating a marginal causal odds ratio subject to confounding
Z Zhang - Communications in Statistics-Theory and methods, 2008 - Taylor & Francis
Odds ratios are frequently used to describe the relationship between a binary treatment or
exposure and a binary outcome. An odds ratio can be interpreted as a causal effect or a …
exposure and a binary outcome. An odds ratio can be interpreted as a causal effect or a …
Evidence from nonrandomized studies: a case study on the estimation of causal effects
C Schmoor, A Caputo… - American journal of …, 2008 - academic.oup.com
Although randomized controlled trials are regarded as the gold standard for comparison of
treatments, evidence from observational studies is still relevant. To cope with the problem of …
treatments, evidence from observational studies is still relevant. To cope with the problem of …