Συλλογές
Τίτλος Pairwise likelihood estimation in longitudinal data analysis: a comparison with full likelihood approach
Εναλλακτικός τίτλος Εκτίμηση παραμέτρων μέσω της "ανά 2" πιθανοφάνειας σε δεδομένα επαναλαμβανόμενων μετρήσεων. Μία σύγκριση με την προσέγγιση πλήρους πιθανοφάνειας
Δημιουργός Χατζηαγάπογλου, Λάζαρος, Chatziagapoglou, Lazaros
Συντελεστής Vasdekis, Vassilis
Athens University of Economics and Business, Department of Statistics
Τύπος Text
Φυσική περιγραφή 86p.
Γλώσσα en
Περίληψη The importance of longitudinal studies has grown tremendously over the past twenty years due to their unquestionable advantages. While it would appear that they are now considered foundational for drawing causal inference, they are not without limitations. Many times high dimension of the joint covariance matrix results in computational complexity and requires special handling in dealing with this situation. Subject of this article is the presentation of the most prominent ways of analyzing longitudinal continuous data and the proposal of pairwise approach in order to confront computational problems that might appear.
Λέξη κλειδί Longitudinal continuous data
Longitudinal Profiles
Ημερομηνία 31-07-2010
Άδεια χρήσης https://creativecommons.org/licenses/by/4.0/