ARIMA vs. Spectral Analysis: An Application on Mood Diaries - Couverture souple

Lindenberg, Sonja Katajun

 
9783639439663: ARIMA vs. Spectral Analysis: An Application on Mood Diaries
Couverture souple
ISBN 10 : 363943966X ISBN 13 : 9783639439663
Editeur : AV Akademikerverlag, 2012

Synopsis

Revision with unchanged content. This book aims to introduce the reader to the time-domain and frequency-domain techniques of time series analysis. Both methods are compared and their equivalence is discussed. The application in psychological research is demonstrated on an example of mood diaries, similar to the study of Larsen and Kasimatis (1990). Univariate and bivariate time series analysis is done regarding the question whether time series techniques reveal deeper information than traditional methods. Special methodological issues and possible errors are discussed in terms of technical advancement. Empirical results showed that, contrary to the original study, there were no circaseptum rhythms in mood. Methodological results showed that the equivalence of both approaches can be used to crossvalidate the results for an improved model identification. Aggregation of mood raw data appears to be unjustifiable since mood processes differ very much between individuals. Recommendations are made for the user.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Revision with unchanged content. This book aims to introduce the reader to the time-domain and frequency-domain techniques of time series analysis. Both methods are compared and their equivalence is discussed. The application in psychological research is demonstrated on an example of mood diaries, similar to the study of Larsen and Kasimatis (1990). Univariate and bivariate time series analysis is done regarding the question whether time series techniques reveal deeper information than traditional methods. Special methodological issues and possible errors are discussed in terms of technical advancement. Empirical results showed that, contrary to the original study, there were no circaseptum rhythms in mood. Methodological results showed that the equivalence of both approaches can be used to crossvalidate the results for an improved model identification. Aggregation of mood raw data appears to be unjustifiable since mood processes differ very much between individuals. Recommendations are made for the user.

Biographie de l'auteur

Sonja Katajun Lindenberg was a student of Psychology at the University of Heidelberg. Since 2008 she works as a a scientific member at the Center for Psychotherapy Research, University Hospital Heidelberg.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
AV Akademikerverlag
Date d'édition
2012
Langue
anglais
ISBN 10 
363943966X
ISBN 13 
9783639439663
Reliure
Broché
Nombre de pages
124
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9783836466110: ARIMA vs. Spectral Analysis

Edition présentée

ISBN 10 :  3836466112 ISBN 13 :  9783836466110
Editeur : VDM Verlag Dr. Mueller E.K., 2008
Couverture souple