dc.contributor.author | KRÖGER, Hannes | |
dc.contributor.author | HOFFMANN, Rasmus | |
dc.contributor.author | PAKPAHAN, Eduwin | |
dc.date.accessioned | 2019-03-01T14:53:49Z | |
dc.date.available | 2019-03-01T14:53:49Z | |
dc.date.issued | 2016 | |
dc.identifier.citation | Journal of the royal statistical society series a-statistics in society, 2016, Vol. 179, No. 2, pp. 607-628 | |
dc.identifier.issn | 0964-1998 | |
dc.identifier.issn | 1467-985X | en |
dc.identifier.uri | https://hdl.handle.net/1814/61513 | |
dc.description.abstract | We discuss the problem of random measurement error in two variables when using a cross-lagged panel design. We apply the problem to the question of the causal direction between socio-economic status and subjective health, known also as health selection versus social causation. We plot the bias of the ratio between the social causation and the health selection coefficient as a function of the degree of measurement error in subjective health and socio-economic status for different scenarios which might occur in practice. Using simulated data we give an example of a Bayesian model for the treatment of measurement error that relies on external information about the degree of measurement error. | |
dc.description.sponsorship | The research was funded by European Research Council grant 313532. | |
dc.language.iso | en | |
dc.publisher | Wiley | en |
dc.relation | info:eu-repo/grantAgreement/EC/FP7/313532/EU | |
dc.relation.ispartof | Journal of the royal statistical society series a-statistics in society | |
dc.subject | Bias | |
dc.subject | Cross-lagged panel design | |
dc.subject | Health selection | |
dc.subject | Integrated nested Laplace approximation | |
dc.subject | Measurement error | |
dc.subject | Social causation | |
dc.subject | Nested Laplace Approximations | en |
dc.subject | Self-Rated Health | en |
dc.subject | Life-Course | en |
dc.subject | Selection | en |
dc.subject | Epidemiology | en |
dc.subject | Models | en |
dc.subject | Bias | en |
dc.subject | Perspectives | en |
dc.subject | Reliability | en |
dc.subject | Pathways | en |
dc.title | Consequences of measurement error for inference in cross-lagged panel design : the example of the reciprocal causal relationship between subjective health and socio-economic status | |
dc.type | Article | |
dc.identifier.doi | 10.1111/rssa.12129 | |
dc.identifier.volume | 179 | |
dc.identifier.startpage | 607 | |
dc.identifier.endpage | 628 | |
eui.subscribe.skip | true | |
dc.identifier.issue | 2 | |