caa a22 4500 467927936 CHVBK 20180406152935.0 cr unu---uuuuu 170328e20060301xx s 000 0 eng 10.1007/s10109-006-0017-x doi (NATIONALLICENCE)springer-10.1007/s10109-006-0017-x Multilevel models for analyzing people's daily movement behavior [Elektronische Daten] [Matteo Bottai, Nicola Salvati, Nicola Orsini] A survey on the daily movement behavior of the people residing in the territory of the Municipality of Pisa, Italy, was carried out in October 2002. This work is aimed at modeling the distance covered and the number of trips taken in a day as functions of several individual characteristics. In order to take the potential intra-family and intra-area correlation of the observations into account, multilevel models are estimated. We use two and three level hierarchical linear and Poisson models to estimate the number of daily trips taken by an individual. Likelihood ratio tests indicate the movement behavior in 1day is more alike for individuals within a family than for individuals from different families. Springer-Verlag, 2006 Multilevel nationallicence Hierarchical nationallicence Mixed-effects models nationallicence Intra-family correlation nationallicence Dependent data nationallicence Bottai Matteo Department of Epidemiology and Biostatistics, University of South Carolina, 800 Sumter Street, 29208, Columbia, SC, USA aut Salvati Nicola Dipartimento di Statistica e Matematica Applicata all'Economia, University of Pisa, via Ridolfi 10, 56124, Pisa, Italy aut Orsini Nicola Institute of Environmental Medicine, Karolinska Institutet, Box 210, 171 77, Stockholm, Sweden aut Journal of Geographical Systems Springer-Verlag 8/1(2006-03-01), 97-108 1435-5930 8:1<97 2006 8 10109 https://doi.org/10.1007/s10109-006-0017-x text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s10109-006-0017-x text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Bottai Matteo Department of Epidemiology and Biostatistics, University of South Carolina, 800 Sumter Street, 29208, Columbia, SC, USA aut NATIONALLICENCE 700 1- Salvati Nicola Dipartimento di Statistica e Matematica Applicata all'Economia, University of Pisa, via Ridolfi 10, 56124, Pisa, Italy aut NATIONALLICENCE 700 1- Orsini Nicola Institute of Environmental Medicine, Karolinska Institutet, Box 210, 171 77, Stockholm, Sweden aut NATIONALLICENCE 773 0- Journal of Geographical Systems Springer-Verlag 8/1(2006-03-01), 97-108 1435-5930 8:1<97 2006 8 10109 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer