Results 41 to 50 of about 1,818,334 (300)

On Inverse Probability Weighting for Nonmonotone Missing at Random Data [PDF]

Journal of the American Statistical Association, 2017
The development of coherent missing data models to account for nonmonotone missing at random (MAR) data by inverse probability weighting (IPW) remains to date largely unresolved. As a consequence, IPW has essentially been restricted for use only in monotone MAR settings.
Sun, BaoLuo, Tchetgen, Eric J. Tchetgen
openaire   +3 more sources

Covariate balance for inverse probability of treatment weighting of infants treated with and without pranlukast.

, 2022
Covariate balance for inverse probability of treatment weighting of infants treated with and without pranlukast.
Jun Kubota (1314747), Akira Ito (301479), Noriko Takahata (12666996), Sho Takahashi (694755), Takayuki Suzuki (494930), Naoe Akiyama (12666993)   +5 more
core   +1 more source

Using inverse probability weighting to address post-outcome collider bias [PDF]

, 2021
We consider the problem of bias arising from conditioning on a post-outcome collider. We illustrate this with reference to Elwert and Winship (2014) but we go beyond their study to investigate the extent to which inverse probability weighting might offer
Richard Breen, John Ermisch
core   +1 more source

Midterm Prognosis of Patients With Pulmonary Embolism Receiving Catheter‐Directed Thrombolysis or Systemic Thrombolysis: A Nationwide Population‐Based Study

Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease, 2021
Background This study compared the efficacy and safety between catheter‐directed thrombolysis (CDT) and systemic thrombolysis for patients with acute pulmonary embolism (PE) with midterm follow‐up.
Donna Shu‐Han Lin, Yu‐Sheng Lin, Cho‐Kai Wu, Heng‐Hsu Lin, Jen‐Kuang Lee   +4 more
doaj   +1 more source

Stabilized Inverse Probability Weighting via Isotonic Calibration. [PDF]

Proc Mach Learn Res
Accepted to CLeaR conference (2025). Companion paper: Automatic doubly robust inference for linear functionals via calibrated debiased machine learning, arXiv:2411 ...
van der Laan L, Lin Z, Carone M, Luedtke A.   +3 more
europepmc   +4 more sources

Utility of inverse probability weighting in molecular pathological epidemiology [PDF]

European Journal of Epidemiology, 2017
As one of causal inference methodologies, the inverse probability weighting (IPW) method has been utilized to address confounding and account for missing data when subjects with missing data cannot be included in a primary analysis. The transdisciplinary field of molecular pathological epidemiology (MPE) integrates molecular pathological and ...
Li, Liu, Daniel, Nevo, Reiko, Nishihara, Yin, Cao, Mingyang, Song, Tyler S, Twombly, Andrew T, Chan, Edward L, Giovannucci, Tyler J, VanderWeele, Molin, Wang, Shuji, Ogino   +10 more
openaire   +2 more sources

Mean difference of cost components estimated using unweighted average and inverse probability weighting method.

, 2023
Mean difference of cost components estimated using unweighted average and inverse probability weighting method.
Siew Chin Ong (9314213), Joo Zheng Low (14043216)   +1 more
core   +1 more source

Teclistamab versus real-world physician’s choice of therapy in triple-class exposed relapsed/refractory multiple myeloma

Journal of Comparative Effectiveness Research, 2023
Aim: We compared the effectiveness of teclistamab versus real-world physician’s choice of therapy (RWPC) in triple-class exposed relapsed/refractory multiple myeloma. Materials & methods: MajesTEC- 1 eligibility criteria were applied to the RWPC cohort.
Amrita Krishnan, Ajay K Nooka, Ajai Chari, Alfred L Garfall, Thomas G Martin, Sandhya Nair, Xiwu Lin, Keqin Qi, Anil Londhe, Lixia Pei, Eric Ammann, Rachel Kobos, Jennifer Smit, Trilok Parekh, Alexander Marshall, Mary Slavcev, Saad Z Usmani   +16 more
doaj   +1 more source

Propensity Score Methods in Rhinologic Observational Research: Principles, Applications, Extensions, and Practical Considerations [PDF]

Journal of Rhinology
Randomized controlled trials (RCTs) remain the gold standard for evaluating treatment efficacy because randomization minimizes measured and unmeasured confounding.
Jae Hoon Cho
doaj   +1 more source

Splenic hilar lymph node dissection enhances survival in Bormann type 4 gastric cancer

Scientific Reports, 2023
Splenic hilar (no.10) lymph node dissection during total gastrectomy is no longer recommended for advanced proximal gastric cancer. However, the treatment efficacy of no.10 lymph node dissection in Borrmann type 4 tumors remains unclear.
Oh Jeong, Han Hong Lee, Hoon Hur, Hyoung-Il Kim   +3 more
doaj   +1 more source