Results 71 to 80 of about 2,231,738 (318)
Love plot of covariate balance pre-match and post-match 1:4 propensity score matching.
, 2023 Love plot of covariate balance pre-match and post-match 1:4 propensity score matching.
Whanhee Lee (4421353) +9 more
core +1 more source
Aging and Cancer, EarlyView.This study aimed to evaluate the prognostic value of ELN2017 in predicting survival outcomes and to assess the impact of clinical and molecular factors such as age, FLT3 and NPM1 mutations, and allogeneic hematopoietic stem cell transplantation (allo‐HSCT).
Mobina Shrestha +4 more
wiley +1 more source
Mahalanobis balancing: A multivariate perspective on approximate covariate balancing
Scandinavian Journal of StatisticsAbstractIn the past decade, various exact balancing‐based weighting methods were introduced to the causal inference literature. It eliminates covariate imbalance by imposing balancing constraints in a certain optimization problem, which can nevertheless be infeasible when there is bad overlap between the covariate distributions in the treated and ...
Yimin Dai, Ying Yan
openaire +2 more sources
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective To delineate specific in vivo white matter pathology in neuronal intranuclear inclusion disease (NIID) using diffusion spectrum imaging (DSI) and define its clinical relevance. Methods DSI was performed on 42 NIID patients and 38 matched controls.
Kaiyan Jiang +10 more
wiley +1 more source
Covariate balance before and after matching.
, 2019 Covariate balance before and after matching.
Jin-Won Noh (565493) +4 more
core +1 more source
Covariate balance before and after Propensity Score Weighting for each stratum.
, 2023 Covariate balance before and after Propensity Score Weighting for each stratum.
Yao Liu (173014) +6 more
core +1 more source
CX3CL1 in Early Detection of Alzheimer's Disease: Plasma Dynamics Across Age and Disease Stages
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Backgrounds Alzheimer's disease (AD) is characterized by amyloid‐beta plaques, tau tangles, and neuroinflammation. C‐X3‐C motif chemokine ligand 1 (CX3CL1, also known as fractalkine), a neuroimmune chemokine implicated in AD pathogenesis, shows inconsistent alterations in plasma/serum across studies.
Ling Wang +6 more
wiley +1 more source
Pre- and post-covariate balance among MIS and CTO cohorts after entropy balancing.
, 2023 Pre- and post-covariate balance among MIS and CTO cohorts after entropy balancing.
Aimal Khan (4372159) +8 more
core +1 more source
Optimal refinement of strata to balance covariates
BiometricsAbstract What is the best way to split one stratum into two to maximally reduce the within-stratum imbalance in many covariates? We formulate this as an integer program and approximate the solution by randomized rounding of a linear program. A linear program may assign a fraction of a person to each refined stratum.
Katherine Brumberg +2 more
openaire +2 more sources
Kernel-Distance-Based Covariate Balancing
, 2021 A common concern in observational studies focuses on properly evaluating the causal effect, which usually refers to the average treatment effect or the average treatment effect on the treated. In this paper, we propose a data preprocessing method, the Kernel-distance-based covariate balancing, for observational studies with binary treatments.
Wen, Xialing +3 more
openaire +2 more sources