Flexible transition timing in discrete-time multistate life tables using Markov chains with rewards

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dc.contributor.author Schneider, Daniel C.
dc.contributor.author Myrskylä, Mikko
dc.contributor.author van Raalte, Alyson A.
dc.date.accessioned 2022-02-16T09:57:02Z
dc.date.available 2022-02-16T09:57:02Z
dc.date.issued 2021
dc.identifier.citation Schneider , D C , Myrskylä , M & van Raalte , A A 2021 ' Flexible transition timing in discrete-time multistate life tables using Markov chains with rewards ' MPIDR Working Paper , no. WP-2021-002 , Max Planck Institute for Demographic Research , Rostock , pp. 42 . https://doi.org/10.4054/MPIDR-WP-2021-002
dc.identifier.other PURE: 173655849
dc.identifier.other PURE UUID: 2d6bc4e1-4d33-435e-b552-54e2b177e3ac
dc.identifier.uri http://hdl.handle.net/10138/340379
dc.description.abstract Discrete-time multistate life tables are attractive because they are easier to understand and apply in comparison to their continuous-time counterparts. While such models are based on a discrete time grid, it is often useful to calculate derived magnitudes, like state occupation times, under assumptions that posit that transitions take place at other times, such as mid-period. Unfortunately, currently available models allow only a very limited set of choices about transition timing. We propose to utilize Markov chains with rewards as an intuitive and general way of modelling the timing of transitions. Combining existing discrete-time models with the rewards methodology results in an estimation strategy that features easy parameter estimation, flexible transition timing, and little theoretical overhead. We illustrate the usefulness of rewards- based multistate life tables with SHARE data for the estimation of working life expectancy using different retirement transition timings. We also demonstrate that, for the single-state case, the rewards-based multistate life tables match traditional life table methods exactly. We provide code to replicate all results of the paper, as well as R and Stata packages for general use of the method proposed. en
dc.language.iso eng
dc.publisher Max Planck Institute for Demographic Research
dc.relation.ispartof
dc.relation.ispartofseries MPIDR Working Paper
dc.rights.uri info:eu-repo/semantics/openAccess
dc.subject 5141 Sociology
dc.title Flexible transition timing in discrete-time multistate life tables using Markov chains with rewards en
dc.type Working paper
dc.contributor.organization Population Research Unit (PRU)
dc.contributor.organization Faculty Common Matters
dc.contributor.organization Centre for Social Data Science, CSDS
dc.contributor.organization Center for Population, Health and Society
dc.relation.doi https://doi.org/10.4054/MPIDR-WP-2021-002
dc.rights.accesslevel openAccess
dc.type.version publishedVersion

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