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Statistical Analysis of Labor Market Integration: A Mixture Regression Approach
(Springer, 2018-01-18)
In this paper we investigate the labor market integration of young males in Finland. The study is based on individual-level registry data which contains information about working, studying, sickness and maternity benefits. ...
A semiparametric mixture regression model for longitudinal data
(Grace Scientific Pub., 2017-04-05)
A normal semiparametric mixture regression model is proposed for longitudinal data. The proposed model contains one smooth term and a set of possible linear predictors. Model terms are estimated using the penalized likelihood ...
Earnings profiles of Finnish wage earners in 2000–2010
(Eläketurvakeskus, 2012-11-16)
The employee’s salary normally increases with age and experience, but for how long? The purpose of this discussion paper is to investigate the age-wage profile with the help of register data. A trajectory analysis has been ...
The diversity of transitions during early adulthood in the Finnish labour market
(Taylor & Francis, 2020-06-09)
This study explores young Finns’ transition pathways into education and work over a 9-year period (from the age of 18 to 26), with a special focus on difficulties with labour market attachment. The data were derived from ...
Tutkintoja suorittaneiden nuorten työurapolut
(Eläketurvakeskus, 2014-12-19)
Tutkimuksessa analysoidaan tutkinnon suorittaneiden nuorten polkuja työmarkkinoille. Nuoret aloittavat työuransa jo selvästi ennen valmistumista ja useimmilla kiinnittyminen työmarkkinoille on vahvaa valmistumisen jälkeen.
Using trajectory analysis to test and illustrate microsimulation outcomes
(International Microsimulation Association, 2019)
We propose a new data-driven way of testing and visualizing dynamic microsimulation outcome data. The proposed statistical methodology is based on trajectory analysis (Nagin, 1999), which can be used to identify several ...
Using sequence analysis to visualize and validate model transitions
(International Microsimulation Association, 2020-08-31)
We illustrate a novel data-driven way of visualizing paths of labor market transitions. The proposed technique is used in many fields of science when analyzing transitions longitudinally. The statistical method applied in ...