Living standards analytics : development through the lens of household survey data

The purpose of this book is to introduce, discuss, illustrate, and evaluate the colorful palette of analytical techniques that can be applied to the analysis of household survey data, with an emphasis on the innovations of the past decade or so. Most of the chapters begin by introducing a methodolog...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Haughton, Dominique, 1955-, Haughton, Jonathan, 1954- (VerfasserIn)
Format: Livre numérique
Sprache:Anglais
Veröffentlicht: New York, NY : Springer New York 2011.
Cham : Springer Nature
Schriftenreihe:Statistics for Social and Behavioral Sciences
Schlagworte:
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Anmerkung: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Living Standards Analytics, Texte imprimé, 9781461403845
• Living Standards Analytics, Texte imprimé, 9781461430001
• Living Standards Analytics, Texte imprimé, 9781461403869
Inhaltsangabe:
  • Introduction
  • Graphical exploratory methods
  • Sample size issues
  • Beyond linear regression
  • Adjustment for spatial correlation
  • The issue of causality
  • Non-homogeneity/mixtures
  • Bayesian analysis
  • Grouping methods
  • Panel data issues
  • Measures of poverty and inequality
  • Bootstrap
  • Fuzzy methods for poverty measures
  • Combining data sets.