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Low dosage of corticosteroid may improve prognosis of idiopathic pulmonary fibrosis: BMC

A new study conducted by Keisuke Anan and team showed that in individuals with acute exacerbation of idiopathic pulmonary fibrosis (AE-IPF), early corticosteroid dosage lowering was linked to a good. ....

Business Media , Research Vol , Keisuke Anan , Propensity Score Analysis , Inverse Probability Weighting , Respiratory Research , Springer Science , Idiopathic Pulmonary Fibrosis , Respiratory Medicine , Interstitial Pneumonia ,

"Weighting, informativeness and causal inference, with an application t" by Ray Chambers, Setareh Ranjbar et al.

Sampling is informative when probabilities of sample inclusion depend on unknown variables that are correlated with a response variable of interest. When sample inclusion probabilities are available, inverse probability weighting can be used to account for informative sampling in such a situation, although usually at the cost of less precise inference. This paper reviews two important research contributions by Chris Skinner that modify these weights to reduce their variability while at the same time retaining consistency of the weighted estimators. In some cases, however, sample inclusion probabilities are not known, and are estimated as propensity scores. This is often the situation in causal analysis, and double robust methods that protect against the resulting misspecification of the sampling process have been the focus of much recent research. In this paper we propose two model-assisted modifications to the popular inverse propensity score weighted estimator of an average treatment ....

Chris Skinner , Average Treatment Effect , Loud Ionization , Ouble Robustness , Inverse Probability Weighting , Odel Assisted Estimation , Model Based Analysis , Bservational Data Analysis , Propensity Scores , Eight Modification ,

Frontiers | Family Life in Lockdown

Frontiers | Family Life in Lockdown
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