Propensity score analysis : statistical methods and applications

Propensity score analysis statistical methods and applications

Counterfactual framework and assumptions -- Conventional methods for data balancing -- Sample selection and related models -- Propensity score matching and related models -- Matching estimators -- Propensity score analysis with nonparametric regression -- Selection bias and sensitivity analysis -- C...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
1. Verfasser: Guo, Shenyang (VerfasserIn)
Weitere Verfasser: Fraser, Mark W. (VerfasserIn)
Format: UnknownFormat
Sprache:eng
Veröffentlicht: Los Angeles, London u.a. Sage 2010
Schriftenreihe:Advanced quantitative techniques in the social sciences 12
Schlagworte:
Statistische Methode > Varianzanalyse > Kausalanalyse > Experiment > Social sciences > Statistical methods > Analysis of variance > Statistik > Anwendung
Online Zugang:Inhaltsverzeichnis
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:Counterfactual framework and assumptions -- Conventional methods for data balancing -- Sample selection and related models -- Propensity score matching and related models -- Matching estimators -- Propensity score analysis with nonparametric regression -- Selection bias and sensitivity analysis -- Concluding remarks.
Counterfactual framework and assumptions -- Conventional methods for data balancing -- Sample selection and related models -- Propensity score matching and related models -- Matching estimators -- Propensity score analysis with nonparametric regression -- Selection bias and sensitivity analysis -- Concluding remarks
Beschreibung:Literaturverz. S. 335 - 345
Hier auch später erschienene, unveränderte Nachdrucke***Unchanged reprints that were published later are included here
Beschreibung:XVIII, 370 S.
graph. Darst.
24 cm
ISBN:1412953561
1-4129-5356-1
9781412953566
978-1-4129-5356-6