Global ETD Search
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Showing 1 to 7 of 7 for “"Predictive mean matching"”.
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Missing data and multiple imputation: A sampling study with the SAGA cohort
… case analysis (CCA), Single imputation using predictive mean matching (SI-PMM), Multiple imputation using predictive mean matching (MI-PMM) and Multiple imputation using the default methods from MICE (MI-MICE) on the SAGA cohort, and fitting a Poisson model with robust error variance on a …
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Selected topics in statistical discriminant analysis.
… algorithms include: complete observation, mean substitution, expectation maximization, regression, predictive mean matching, propensity score, and MCMC. The regression, predictive mean, and propensity score multiple imputation approaches are, in general, superior to the other methods for …
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The Single Imputation Technique in the Gaussian Mixture Model Framework
… drawn by normal distribution assumption with a mean of 0, and the variance is equal to the residual variance. Although new methods in the single imputation technique, such as stochastic regression model, and hot deck imputation, might be able to improve the variability and bias issues, the …
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Wildfire as Coupled Human Natural System
… a sophisticated mathematical approach called "Predictive Mean Matching".
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The association of food insecurity and disordered eating behaviors among youth and young adults with diabetes: the SEARCH For Diabetes in Youth Study.
… stratified analyses by diabetes type. We used predictive mean matching multiple imputation to address missing covariate data, including depressive symptoms (as defined by a score of 10 or greater on the Center for Epidemiologic Studies Depression Scale; missingness: 36%), income (missingness: …
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Family leave policy and child health: Evidence from 19 OECD countries from 1969 to 2010
… Missing values are imputed 20 times using the predictive mean matching method. The results suggest job protected paid leave significantly reduces infant mortality (deaths less than 1 year of age) and post-neonatal mortality (deaths between 1 month and 1 year of age). In particular, the largest …
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A Student Induction Program’s Impact on Young “Techies’” Purpose In Life and its Effects on Their Well-Being: A Case Study of Telangana, India
… the SIP is to foster purpose, which is not only meaningful to the students themselves but also to their nation; as such, the focus of this research is twofold: to assess the primary objective of the SIP and its implications on students’ well-being in a methodologically robust manner and to …