Results 291 to 299 of about 199,171 (299)

Missing Data Imputation within the Statistical learning Paradigm

2012
In the framework of missing data imputation, Rubin formalized three types of missing data mechanisms upon definition of a missing data indicator matrix pointing out the missing-ness in the data matrix, assigning it a random variable with a conditional probability distribution given the data matrix depending on unknown parameters.
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Handbook of Statistical Data Editing and Imputation

2011
Ton de Waal, Jeroen Pannekoek, Sander Scholtus   +2 more
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Multiple imputation score tests and an application to Cochran‐Mantel‐Haenszel statistics

, 2020
Kaifeng Lu
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Statistical imputation and validation of consumption microdata for EUROMOD

Consumption taxes are a crucial revenue source for EU Member States, yet they also potentially have non-negligible impact on income distribution. The EU's tax-benefit microsimulation model, EUROMOD, has recently been extended to simulate consumption taxes (CT) across all 27 EU countries allowing researchers and practitioners to examine carefully their ...
Dreoni, Ilda, Serruys, Hannes, Manso, Luis, Tudó-Ramírez, José, Amores, Antonio F.   +4 more
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Jackknife variance estimation for multivariate statistics under hot-deck imputation from common donors

, 2002
Chris Skinner, J. N. K. Rao
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Response to Comments by Seaman et al. on “Analysis of Longitudinal Trials With Protocol Deviation: A Framework for Relevant, Accessible Assumptions, and Inference via Multiple Imputation,” Journal of Biopharmaceutical Statistics 23:1352–1371

, 2014
James R. Carpenter, James Roger, Suzie Cro, Michael G. Kenward   +3 more
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Ratio imputation for missing values in official economic statistics

, 2020
高橋 将宜
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The Impact of Income Imputation in the Consumer Expenditure Survey: With the Release of 2004 Data from the Consumer Expenditure Survey, the Bureau of Labor Statistics Began Implementing Imputation for Missing Responses to Questions about Income; Imputation Has Brought CE Estimates Closer to CPS Estimates, but Sign Cant Disparities Remain between the Estimates for Many of the Smaller Components

, 2009
Bill Passero
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Random Forests for Offcial Statistics Imputation: towards a more efficient methodology

, 2017
Su A Park
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