This book focuses on a particular statistical method for analysing and drawing inferences from incomplete data called multiple imputation mi mi is attractive because it is both practical and widely applicable the authors aim is to clarify the issues raised by missing data describing the rationale for mi the relationship between the various imputation models and associated algorithms and its application to increasingly complex data structures. Multiple imputation and its application james r carpenter and michael g kenward department of medical statistics london school of hygiene and tropical medicine uk a john wiley sons ltd publication. Multiple imputation and its application by carpenter james kenward michael 2013 hardcover isbn kostenloser versand fur alle bucher mit versand und verkauf duch amazon. Explores handling non linear relationships and interactions with multiple imputation survival analysis multilevel multiple imputation sensitivity analysis via multiple imputation using non response weights with multiple imputation and doubly robust multiple imputation multiple imputation and its application is aimed at quantitative researchers and students in the medical and social sciences with the aim of clarifying the issues raised by the analysis of incomplete data data outlining . Multiple imputation and its application carpenter james and kenward michael 2013 chichester john wiley sons 345 pages isbn 9780470740521
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