Arbeitspapier
Modelling Low Income Transitions
We examine the determinants of low income transitions using first-order Markov models that control for initial conditions effects (those found to be poor in the base year may be a nonrandom sample) and for attrition (panel retention may also be non-random). Our econometric model is a form of endogeneous switching regression, and is fitted using simulated maximum likelihood methods. The estimates, derived from British panel data for the 1990s, indicate that there is substantial genuine state dependence in poverty. We also provide estimates of low income transition rates and lengths of poverty and non-poverty spells for persons of different types.
- Sprache
-
Englisch
- Erschienen in
-
Series: IZA Discussion Papers ; No. 504
- Klassifikation
-
Wirtschaft
Multiple or Simultaneous Equation Models: Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
Measurement and Analysis of Poverty
Single Equation Models; Single Variables: Panel Data Models; Spatio-temporal Models
Personal Income, Wealth, and Their Distributions
- Thema
-
poverty dynamics
state dependence
first-order Markov
simulated maximum likelihood
Armut
Niedrigeinkommen
Soziale Mobilität
Ökonometrisches Modell
Mikroökonometrie
Schätzung
Theorie
Großbritannien
- Ereignis
-
Geistige Schöpfung
- (wer)
-
Jenkins, Stephen P.
Cappellari, Lorenzo
- Ereignis
-
Veröffentlichung
- (wer)
-
Institute for the Study of Labor (IZA)
- (wo)
-
Bonn
- (wann)
-
2002
- Handle
- Letzte Aktualisierung
-
10.03.2025, 11:42 MEZ
Datenpartner
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Objekttyp
- Arbeitspapier
Beteiligte
- Jenkins, Stephen P.
- Cappellari, Lorenzo
- Institute for the Study of Labor (IZA)
Entstanden
- 2002