Abstract
This paper is concerned with the statistical analysis of single-spell duration data. However, many points also apply to the analysis of other duration data. The interest among econometricians into the analysis of single-spell duration data was greatly enhanced by a series of papers by Lancaster and Nickell (Lancaster (1979), Nickell (1979), Lancaster and Nickell (1980)). Since then there has been a considerable growth in the number of statistical tools as well as in their application, mainly in labor economics. However, there are a number of problems in the application of these methods to the kind of data usually available. The connection between the models proposed by Lancaster and Nickell and the data which are used to estimate them is less direct than in most econometric analyses. To be more precise, different aspects of the same data can be used to estimate the same model. For instance, Nickell estimated his model using observations on elapsed durations of unemployment, while Lancaster used data on residual durations obtained from a repeated survey. Each analysis used only part of the information contained in completed spells.
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References
Chesher, A. and A. Lancaster; The treatment of unobservables in econometric analysis of labor market transitions: an application of the theory alternating renewal processes; Discussion paper, University of Birmingham (1981).
Cosslett, S.R.; Efficient estimation of discrete choice models; in Structural Analysis of Discrete Data, ed. C.F. Manski and D. McFadden; Cambridge, Mass.: M.I.T.-press (1981).
Cox, D.R.; Renewal theory; London: Methuen (1962).
Cox, D.R.; Regression models and life tables; Journal of the Royal Statistical Society, B, 34 (1972), pp.187–202.
Cox, D.R. and D.V. Hinkley; Theoretical statistics; London: Chapman and Hall (1974).
Elbers, C. and G. Ridder; True and spurious duration dependence: the identifiability of the proportional hazard model; Review of Economic Studies, XLIX (1982), pp.403–409.
Feller, W.; An introduction to probability theory and its application, vol. II; New York: Wiley (1966).
Hausman, J.A. and D. Wise; Attrition bias in experimental and panel data: the Gary income maintenance experiment; Econometrica, 47 (1979), pp.445–473.
Hausman, J.A. and D. Wise; Social experimentation, truncated distributions and efficient estimation; Econometrica 45 (1977), pp.319–339.
Hausman, J.A. and D. Wise; Stratification on endogenous variables and estimation; in Structural Analysis of Discrete data, ed. C.F. Manski and D. McFadden; Cambridge, Mass.: M.I.T.-press (1981).
Heckman, J.; Shadow prices, market wages and labor supply; Econometrica 42 (1974), pp.679–694.
Heckman, J.; Sample selection bias as a specification error; Econometrica 47 (1979), pp.143–162.
Heckman, J.; The incidental parameters problem and the problem of initial conditions in estimating discrete time, discrete data stochastic processes and some Monte Carlo evidence; in Structural Analysis of Discrete Data, ed. C.F. Manski and D. McFadden; Cambridge, Mass.: M.I.T.-press (1981).
Heckman, J., M. Killingsworth and T. Ma Curdy; A survey of static labor supply models; in: Z. Hornstein, J. Grice, A. Webbs eds.: The economics of the labour market; London: HMSO (1981).
Lancaster, A.; Econometric models for the duration of unemployment; Econometrica, 47 (1979), pp.939–956.
Lancaster, A. and S.J. Nickell; The analysis of re-employment probabilities for the unemployed; Journal of the Royal Statistical Society, A, 143 (1980), pp.141–165.
Lancaster, A. and A. Chesher; Simultaneous equations with endogenous hazards; Hull economic research papers (1981).
Manski, C.F. and S.R. Lerman; The estimation of choice probabilities from choice-based samples; Econometrica, 45 (1977), pp.1977–1988.
Manski, C.F. and D. McFadden; Alternative estimators and sample designs for discrete choice analysis; in Structural Analysis of Discrete Data, ed. C.F. Manski and D. McFadden; Cambridge, Mass.: M.I.T.-press (1981).
Nickell, S.; Estimating the probability of leaving unemployment; Econometrica, 47 (1979), pp.1249–1266.
Ridder, G. and J.W. Velthuijsen; The analysis of transitions and durations, with an application to a sample of Dutch schoolleavers; AE-note 1 (1982).
Ridder, G.; Censoring and selectivity in the observation of stochastic processes; unpublished manuscript (1983).
Salant, S.W.; Search theory and duration data: a theory of sorts; Quarterly Journal of Economics (1977), pp.39–57.
Wezel, J.A.M. van; Herintreding in het arbeidsproces; Tilburg: Gianotten (1974).
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Ridder, G. (1984). The Distribution of Single-Spell Duration Data. In: Neumann, G.R., Westergård-Nielsen, N.C. (eds) Studies in Labor Market Dynamics. Studies in Contemporary Economics, vol 11. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-88315-6_3
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DOI: https://doi.org/10.1007/978-3-642-88315-6_3
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