Hugendubel.info - Die B2B Online-Buchhandlung 

Merkliste
Die Merkliste ist leer.
Bitte warten - die Druckansicht der Seite wird vorbereitet.
Der Druckdialog öffnet sich, sobald die Seite vollständig geladen wurde.
Sollte die Druckvorschau unvollständig sein, bitte schliessen und "Erneut drucken" wählen.

Statistical Matching

A Frequentist Theory, Practical Applications and Alternative Bayesian Approaches
BuchKartoniert, Paperback
264 Seiten
Englisch
Springererschienen am21.08.2002
Data fusion or statistical file matching techniques merge data sets from different survey samples to solve the problem that exists when no single file contains all the variables of interest. Media agencies are merging television and purchasing data, statistical offices match tax information with income surveys.mehr
Verfügbare Formate
BuchKartoniert, Paperback
EUR149,79
E-BookPDF1 - PDF WatermarkE-Book
EUR139,09

Produkt

KlappentextData fusion or statistical file matching techniques merge data sets from different survey samples to solve the problem that exists when no single file contains all the variables of interest. Media agencies are merging television and purchasing data, statistical offices match tax information with income surveys.
Details
ISBN/GTIN978-0-387-95516-2
ProduktartBuch
EinbandartKartoniert, Paperback
Verlag
Erscheinungsjahr2002
Erscheinungsdatum21.08.2002
ReiheLecture Notes in Statistics
Seiten264 Seiten
SpracheEnglisch
Gewicht428 g
IllustrationenXVIII, 264 p.
Artikel-Nr.10540291

Inhalt/Kritik

Inhaltsverzeichnis
1.1 Statistical Matching - Problems and Perspectives.- 1.2 Record Linkage Versu s Statistical Matching.- 1.3 Statistical Matching as Nonresponse Phenomenon.- 1.4 Identification Problems Inherent in Statistical Matching.- 1.5 Outline of th e Book.- 1.6 Bibliographic and Software Notes.- Frequentist Theory of Statistical Matching.- 2.1 Introduction and Chapters Outline.- 2.2 The Matching Process.- 2.3 Properties of the Matching Process.- 2.4 Matching by Propensity Scores.- 2.5 Obj ectives of Statisti cal Matching.- 2.6 Some Illustrations.- 2.7 Concluding Remarks.- Practical Applications of Statistical Matching.- 3.1 Introduction and Chapters Outline.- 3.2 History of Statistical Matching Techniques.- 3.3 Overview of Traditional Approaches.- Alternative Approaches to Statistical Matching.- 4.1 Introduction and Chapters Outline.- 4.2 Some Basic Notation.- 4.3 Multiple Imputation Inference.- 4.4 Regression Imputation with Random Residuals.- 4.5 Noniterative Multivariate Imputation Procedure.- 4.6 Data Augmentation.- 4.7 Iterative Univariate Imputations by Chained Equ ations.- 4.8 Simulation Study - Multivariate Normal Data.- 4.9 Concluding Remarks.- Empirical Evaluation of Alternative Approaches.- 5.1 Introduction and Chapters Outline.- 5.2 Simulation Study Using Survey Data.- 5.3 Simulation Study Using Generated Data.- 5.4 Design of the Evaluation Study.- 5.5 Results Due to Alternative Approaches.- 5.6 Concluding Remarks.- Synopsis and Outlook.- 6.1 Synopsis.- 6.2 Outlook.- Some Technicalities.- Multivariate Normal Model Completely Observed.- Normally Distributed Data Not Jointly Observed.- Basic S-PLUS Routines.- EVALprio.- EVALd.- NIBAS.- Tables.- References.mehr
Kritik
"Statistical matching is one of the methods for the imputation of missing results from survey sampling...This book is totally focused on methods, applications, and results. It devotes little space to the presentation and derivation of various theorems." Technometrics, May 2004mehr