Multiple Imputation of Missing Data in Practice (Paperback)

Sprache: Englisch

Verlag: Taylor & Francis Ltd, 2024

1032136898 / 9781032136899

Anbieter: AussieBookSeller, Truganina, VIC, AustralienAussieBookSeller

Verkäufer/-in mit 5 Sternen

Verkäufer:in bei ZVAB seit 22. Juni 2007

Softcover

Zustand: Neu

EUR 144,98

EUR 33,19 Versand 
Versand von Australien nach USA

Anzahl: 1 verfügbar

In den Warenkorb
30 Tage kostenlose Rückgabe

Artikelbeschreibung des Verkäufers

Paperback. Multiple Imputation of Missing Data in Practice: Basic Theory and Analysis Strategies provides a comprehensive introduction to the multiple imputation approach to missing data problems that are often encountered in data analysis. Over the past 40 years or so, multiple imputation has gone through rapid development in both theories and applications. It is nowadays the most versatile, popular, and effective missing-data strategy that is used by researchers and practitioners across different fields. There is a strong need to better understand and learn about multiple imputation in the research and practical community.Accessible to a broad audience, this book explains statistical concepts of missing data problems and the associated terminology. It focuses on how to address missing data problems using multiple imputation. It describes the basic theory behind multiple imputation and many commonly-used models and methods. These ideas are illustrated by examples from a wide variety of missing data problems. Real data from studies with different designs and features (e.g., cross-sectional data, longitudinal data, complex surveys, survival data, studies subject to measurement error, etc.) are used to demonstrate the methods. In order for readers not only to know how to use the methods, but understand why multiple imputation works and how to choose appropriate methods, simulation studies are used to assess the performance of the multiple imputation methods. Example datasets and sample programming code are either included in the book or available at a github site _imputation_book).Key Features Provides an overview of statistical concepts that are useful for better understanding missing data problems and multiple imputation analysis Provides a detailed discussion on multiple imputation models and methods targeted to different types of missing data problems (e.g., univariate and multivariate missing data problems, missing data in survival analysis, longitudinal data, complex surveys, etc.) Explores measurement error problems with multiple imputation Discusses analysis strategies for multiple imputation diagnostics Discusses data production issues when the goal of multiple imputation is to release datasets for public use, as done by organizations that process and manage large-scale surveys with nonresponse problems For some examples, illustrative datasets and sample programming code from popular statistical packages (e.g., SAS, R, WinBUGS) are included in the book. For others, they are available at a github site _imputation_book) Multiple Imputation of Missing Data in Practice: Basic Theory and Analysis Strategies provides a comprehensive introduction to the multiple imputation approach to missing data problems that are often encountered in data analysis. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.…

Bestandsnummer des Verkäufers 9781032136899

Titel
Multiple Imputation of Missing Data in Practice (Paperback)
Autor
Yulei He
Verlag
Taylor & Francis Ltd
Erscheinungsjahr
2024
Zustand
new
Einband
Paperback
Sprache
Englisch
ISBN-10
1032136898
ISBN-13
9781032136899

AussieBookSeller

Truganina, VIC, Australien

Verkäufer/-in mit 5 Sternen

Verkäufer:in bei ZVAB seit 22. Juni 2007

Versandkosten von Australien nach USA

Artikel25 bis 45 Werktage8 bis 14 Werktage
Erster ArtikelEUR 33,19EUR 39,47
Die Versandzeiten werden von den Verkäuferinnen und Verkäufern festgelegt. Sie variieren je nach Versanddienstleister und Standort. Sendungen, die den Zoll passieren, können Verzögerungen unterliegen. Eventuell anfallende Abgaben oder Gebühren sind von der Käuferin bzw. dem Käufer zu tragen. Die Verkäuferin bzw. der Verkäufer kann Sie bezüglich zusätzlicher Versandkosten kontaktieren, um einen möglichen Anstieg der Versandkosten für Ihre Artikel auszugleichen.

Zahlungsarten

  • Visa
  • Mastercard
  • American Express
  • Carte Bleue
  • Apple Pay
  • Google Pay

Unternehmensdaten der Verkäuferin bzw. des Verkäufers

The Nile Group Pty Ltd

42 Apex Drive
Truganina, VIC Australien 3029