Statistical Short Course<\/h1><\/h1><\/span><\/div><\/div><\/div>Dependent censoring in survival analysis: from basic concepts to some recent advances based on copulas<\/h2>\n
Prof. Ingrid Van Keilegom<\/strong> – Operations Research and Statistics Research Group, Faculty of Economics and Business, KU Leuven<\/em><\/p>\nThe course gives an overview of modern techniques to handle dependent\u00a0 censoring in survival analysis.\u00a0 It starts with a number of practical examples of situations in which dependent censoring occurs, and what the consequences are if the censoring time would erroneously be considered independent of the survival time. Next, it will be explained why copula functions are very useful to handle the presence of dependent censoring.\u00a0 A number of recent papers are then discussed, in which copula based models for dependent censoring are proposed and estimated. An R package for using these methods will also be explained in detail, and the course will finish with some hands-on exercise session in which the methods can be applied on real data.<\/p>\n
Requisits:<\/p>\n
\n- Basic knowledge of survival analysis is recommended (censoring, Kaplan-Meier estimator, Cox model, AFT model). Also, some knowledge of copulas (what they are, how to interpret them, etc) will be useful.<\/li>\n<\/ul>\n
Data: Dimecres 15 d’octubre de les 10:00 a les 13:30<\/del> ATENCI\u00d3 CANVI DE DATA
\nDimarts 14 d’octubre de les 10:00 a les 13:30<\/span><\/span><\/strong><\/p>\nLloc: Aula C3b\/103<\/strong>, Facultat de Ci\u00e8ncies, Campus de la UAB<\/p>\nActivitat gratu\u00efta<\/p>\n
Tot i que l\u2019acte \u00e9s gratu\u00eft, \u00e9s imprescindible formalitzar la inscripci\u00f3 per assistir-hi: enlla\u00e7 a inscripci\u00f3 Statistical Short Course<\/a><\/p>\n<\/div>Inscripci\u00f3 Statistical Short Course<\/span><\/a><\/div><\/div><\/div><\/div><\/div>Curs estad\u00edstic gratu\u00eft organitzat per la revista SORT, l\u2019Idescat i la Societat Catalana d\u2019Estad\u00edstica.<\/p>\n<\/div><\/div><\/div>
Dependent censoring in survival analysis: from basic concepts to some recent advances based on copulas<\/h2>\n
Prof. Ingrid Van Keilegom<\/strong> – Operations Research and Statistics Research Group, Faculty of Economics and Business, KU Leuven<\/em><\/p>\n The course gives an overview of modern techniques to handle dependent\u00a0 censoring in survival analysis.\u00a0 It starts with a number of practical examples of situations in which dependent censoring occurs, and what the consequences are if the censoring time would erroneously be considered independent of the survival time. Next, it will be explained why copula functions are very useful to handle the presence of dependent censoring.\u00a0 A number of recent papers are then discussed, in which copula based models for dependent censoring are proposed and estimated. An R package for using these methods will also be explained in detail, and the course will finish with some hands-on exercise session in which the methods can be applied on real data.<\/p>\n Requisits:<\/p>\n Data: Lloc: Aula C3b\/103<\/strong>, Facultat de Ci\u00e8ncies, Campus de la UAB<\/p>\n Activitat gratu\u00efta<\/p>\n Tot i que l\u2019acte \u00e9s gratu\u00eft, \u00e9s imprescindible formalitzar la inscripci\u00f3 per assistir-hi: enlla\u00e7 a inscripci\u00f3 Statistical Short Course<\/a><\/p>\n<\/div> Curs estad\u00edstic gratu\u00eft organitzat per la revista SORT, l\u2019Idescat i la Societat Catalana d\u2019Estad\u00edstica.<\/p>\n<\/div><\/div><\/div>\n
Dimecres 15 d’octubre de les 10:00 a les 13:30<\/del> ATENCI\u00d3 CANVI DE DATA
\nDimarts 14 d’octubre de les 10:00 a les 13:30<\/span><\/span><\/strong><\/p>\n
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