Multilevel models for analyzing people's daily movement behavior

Journal of Geographical Systems

Volumn 8, Issue 1, 2006, Pages 97-108

  Bottai, Matteo ^a   Salvati, Nicola ^b   Orsini, Nicola ^c  

^a UNIVERSITY OF SOUTH CAROLINA   (United States)

^b UNIVERSITY OF PISA   (Italy)

^c KAROLINSKA INSTITUTE   (Sweden)

Author keywords

Dependent data; Hierarchical; Intra family correlation; Mixed effects models; Multilevel

Indexed keywords

TRAVEL BEHAVIOR;

EID: 33244474243     PISSN: 14355930     EISSN: 14355949     Source Type: Journal    
DOI: 10.1007/s10109-006-0017-x     Document Type: Article

References (23)

1. Baccaïni B (1994) Migratory behavior and life cycles. Espace Popul Soc 3:61-74
2. Baccaïni B (1997) Commuting and residential strategies in the Î le-de-France: Individual behavior and spatial constraints. Environ Plan A 29:1801-1829
3. Bottai M (2003) Confidence regions when the Fisher information is zero. Biometrika 90(1):73-84
4. Bottai M, Barsotti O (1994) In: Lo spazio e la sua utilizzazione. Eds. Franco Angeli, Milano
5. Bottai M, Orsini N (2004) Confidence intervals for the variance component of random-effects linear models. Stata J 4(4):429-435
6. Breslow NE, Clayton DG (1993) Approximate inference in generalized linear mixed models. J Am Stat Assoc 88:9-25
7. Camstra R (1996) Commuting and gender in a lifestyle perspective. Urban Stud 33P:283-300
8. Casella G, Berger RL (1990) Statistical inference. Duxbury Press, Belmont
9. Cevero R, Wu K-L (1997) Polycentrism, commuting, and residential location in the San Francisco Bay area. Environ Plan A 29:865-886
10. Crainiceanu CM, Ruppert D (2004) Likelihood ratio tests in linear mixed models with one variance component. J R Stat Soc B 66:165-185
11. Dampster AP, Laird NM, Rubin DB (1977) Maximum likelihood from incomplete data via the EM algorithm. J R Stat Soc B 39:1-38
12. Johnston-Anumonwo (1992) The influence of household type and gender differences in the work trip distance. Prof Geogr 44:161-169
13. Madden JF (1981) Why women work closer at home. Urban Stud 18:181-194
14. McCulloch CE, Searle SR (2001) Generalized, linear and mixed models. Wiley, New York
15. Rabe-Hesketh S, Pikles A, Skrondal A (2002) GLLAMM manual. Technical Report 2001/01, Department of Biostatistics and Computing, Institute of Psychiatry, King's College, London
16. Raudeumbush SW, Bryk AS (2002) Hierarchical linear models. Sage, London
17. Ruppert D, Wand MP, Carroll RJ (2003) Semiparametric regression. Cambridge University Press, Cambridge
18. Searle SR, Casella G, McCullcoh CE (1992) Variance components. Wiley, New York
19. Self SG, Liang KY (1987) Properties of maximum likelihood estimators and likelihood ratio test under nonstandard conditions. J Am Stat Assoc 82:605-610
20. Snijders TAB, Bosker RJ (1999) Multilevel analysis. Sage, London
21. Tkocz Z, Kristensen G (1994) Commuting distances and gender: A spatial urban model. Geogr Analy 26:1-14
22. Vickerman RW (1984) Urban and regional change, migration and commuting-the dynamics of workplace, residence and transport choice. Urban Stud 21:15-29
23. White MJ (1988) Location choice and commuting behavior in cities with decentralized employment. J Urban Econ 24:129-152