Search results for "life history calendar"

showing 2 items of 2 documents

Is timing everything? : a longitudinal perspective on adult transitions, their antecedents, and psychological implications

2012

adult developmentindividual characteristicslongitudinal studylife experiencesadult transitionsfamily characteristicslife changeselämänkaaripsychological functioningperhetaustacontextpsyykkinen kehitysaikuisuusagencyelämänmuutoksetnuoruusaikuistuminenlife history calendaryksilöllisyyspsyykkinen toimintakyky
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Statistical analysis of life history calendar data

2016

The life history calendar is a data-collection tool for obtaining reliable retrospective data about life events. To illustrate the analysis of such data, we compare the model-based probabilistic event history analysis and the model-free data mining method, sequence analysis. In event history analysis, we estimate instead of transition hazards the cumulative prediction probabilities of life events in the entire trajectory. In sequence analysis, we compare several dissimilarity metrics and contrast data-driven and user-defined substitution costs. As an example, we study young adults' transition to adulthood as a sequence of events in three life domains. The events define the multistate event…

AdultMaleStatistics and ProbabilityAdolescentEpidemiologyComputer sciencedistance-based dataDisease clustercomputer.software_genre01 natural sciencesLife Change EventsYoung Adult010104 statistics & probability0504 sociologyHealth Information Managementprediction probabilityStatisticsData MiningHumansLongitudinal StudiesProspective Studieslife history calendar multidimensional sequence analysis0101 mathematicsFinlandSurvival analysisProbabilityRetrospective StudiesSequence (medicine)Complement (set theory)ta112DepressionData Collection05 social sciencesProbabilistic logic050401 social sciences methodsContrast (statistics)multistate modelMiddle ageLife course approachFemaleData mininglife history calendarlife course analysiscomputermultidimensional sequence analysisStatistical Methods in Medical Research
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