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Flexible imputation of missing data

Buuren, S. van

9781439868249 - Flexible imputation of missing data

Artikelomschrijving

Missing data form a problem in every scientific discipline, yet the techniques required to handle them are complicated and often lacking. One of the great ideas in statistical science-multiple imputation-fills gaps in the data with plausible values, the uncertainty of which is coded in the data itself. It also solves other problems, many of which are missing data problems in disguise. Flexible Imputation of Missing Data is supported by many examples using real data taken from the authors vast experience of collaborative research, and presents a practical guide for handling missing data under the framework of multiple imputation. Furthermore, detailed guidance of implementation in R using the authors package MICE is included throughout the book.

Specificaties

Auteur Buuren, S. van
ISBN/EAN 9781439868249
Druk 1
€ 91,37 € 101,52
Verwachte bezorgdatum: 05-02

Artikelomschrijving

Missing data form a problem in every scientific discipline, yet the techniques required to handle them are complicated and often lacking. One of the great ideas in statistical science-multiple imputation-fills gaps in the data with plausible values, the uncertainty of which is coded in the data itself. It also solves other problems, many of which are missing data problems in disguise. Flexible Imputation of Missing Data is supported by many examples using real data taken from the authors vast experience of collaborative research, and presents a practical guide for handling missing data under the framework of multiple imputation. Furthermore, detailed guidance of implementation in R using the authors package MICE is included throughout the book.

Specificaties

Auteur Buuren, S. van
ISBN/EAN 9781439868249
Druk 1