메뉴 건너뛰기




Volumn 30, Issue 2, 2003, Pages 133-176

The mixed logit model: The state of practice

Author keywords

Empirical distributions; Mixed logit; Model specification; Random parameters

Indexed keywords

DATA REDUCTION; ESTIMATION; MATHEMATICAL MODELS;

EID: 0037402362     PISSN: 00494488     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1022558715350     Document Type: Article
Times cited : (1445)

References (43)
  • 3
    • 0003084241 scopus 로고    scopus 로고
    • Flexible model structures for discrete choice analysis
    • Hensher DA and Button KJ (eds) Oxford: Pergamon Press
    • Bhat CR (2000) Flexible model structures for discrete choice analysis. In: Hensher DA & Button KJ (eds) Handbook of Transport Modelling, Volume 1, of Handbooks in Transport (pp 71-90). Oxford: Pergamon Press.
    • (2000) Handbook of Transport Modelling of Handbooks in Transport , vol.1 , pp. 71-90
    • Bhat, C.R.1
  • 4
    • 0035425438 scopus 로고    scopus 로고
    • Quasi-random maximum simulated likelihood estimation of the mixed multinomial logit model
    • Bhat CR (2001) Quasi-random maximum simulated likelihood estimation of the mixed multinomial logit model. Transportation Research 35B: 677-695.
    • (2001) Transportation Research , vol.35 B , pp. 677-695
    • Bhat, C.R.1
  • 5
    • 0242515265 scopus 로고    scopus 로고
    • Simulation estimation of mixed discrete choice models using randomised and scrambled Halton sequences
    • in press
    • Bhat CR (in press) Simulation estimation of mixed discrete choice models using randomised and scrambled Halton sequences. Transportation Research.
    • Transportation Research
    • Bhat, C.R.1
  • 6
    • 0036681094 scopus 로고    scopus 로고
    • A unified mixed logit framework for modeling revealed and stated preferences: Formulation and application to congestion pricing analysis in the San Francisco Bay Area
    • Bhat CR & Castelar S (2002) A unified mixed logit framework for modeling revealed and stated preferences: formulation and application to congestion pricing analysis in the San Francisco Bay Area. Transportation Research 36B: 593-616.
    • (2002) Transportation Research , vol.36 B , pp. 593-616
    • Bhat, C.R.1    Castelar, S.2
  • 7
    • 0000259264 scopus 로고
    • Smooth unbiased multivariate probability simulators for maximum likelihood estimation of limited dependent variable models
    • Boersch-Supan A & Hajvassiliou V (1990) Smooth unbiased multivariate probability simulators for maximum likelihood estimation of limited dependent variable models. Journal of Econometrics 58: 347-368.
    • (1990) Journal of Econometrics , vol.58 , pp. 347-368
    • Boersch-Supan, A.1    Hajvassiliou, V.2
  • 8
    • 0242431854 scopus 로고    scopus 로고
    • Discrete choice modelling for transportation
    • Hensher DA (ed) Oxford: Pergamon Press
    • Brownstone D (2001) Discrete choice modelling for transportation. In Hensher DA (ed) Travel Behaviour Research: The Leading Edge (pp 97-124). Oxford: Pergamon Press.
    • (2001) Travel Behaviour Research: The Leading Edge , pp. 97-124
    • Brownstone, D.1
  • 9
    • 0348096622 scopus 로고    scopus 로고
    • Forecasting new product penetration with flexible substitution patterns
    • Brownstone D & Train K (1999) Forecasting new product penetration with flexible substitution patterns. Journal of Econometrics 89: 109-129.
    • (1999) Journal of Econometrics , vol.89 , pp. 109-129
    • Brownstone, D.1    Train, K.2
  • 10
    • 0034128513 scopus 로고    scopus 로고
    • Joint mixed logit models of stated and revealed preferences for alternative-fuel vehicles
    • Brownstone D, Bunch DS & Train K (2000) Joint mixed logit models of stated and revealed preferences for alternative-fuel vehicles. Transportation Research 34B: 315-338.
    • (2000) Transportation Research , vol.34 B , pp. 315-338
    • Brownstone, D.1    Bunch, D.S.2    Train, K.3
  • 11
    • 0036242265 scopus 로고    scopus 로고
    • Review and assessment of the nested logit model
    • Carrasco JA & Ortuzar J de D (2002) Review and assessment of the nested logit model. Transport Reviews 22: 197-218.
    • (2002) Transport Reviews , vol.22 , pp. 197-218
    • Carrasco, J.A.1    Ortuzar, D.deJ.2
  • 12
    • 0034115204 scopus 로고    scopus 로고
    • Valuation of environmental impacts of transportation projects: The challenge of self-interest proximity
    • May
    • Daniels R & Hensher DA (2000) Valuation of environmental impacts of transportation projects: the challenge of self-interest proximity. Journal of Transport Economics and Policy 34 (May): 189-214.
    • (2000) Journal of Transport Economics and Policy , vol.34 , pp. 189-214
    • Daniels, R.1    Hensher, D.A.2
  • 13
    • 0036651599 scopus 로고    scopus 로고
    • Designing choice sets for stated preference methods: The effects of complexity on choice consistency
    • DeShazo JR & Fermo G (2002) Designing choice sets for stated preference methods: the effects of complexity on choice consistency. Journal of Environmental Economics and Management 44: 123-143.
    • (2002) Journal of Environmental Economics and Management , vol.44 , pp. 123-143
    • DeShazo, J.R.1    Fermo, G.2
  • 15
    • 0348177721 scopus 로고
    • Alternative computational approaches to inference in the multinomial probit model
    • Geweke J, Keane M & Runkle D (1994) Alternative computational approaches to inference in the multinomial probit model. Review of Economics and Statistics LXXVI: 609-632.
    • (1994) Review of Economics and Statistics , vol.76 , pp. 609-632
    • Geweke, J.1    Keane, M.2    Runkle, D.3
  • 16
    • 0004296209 scopus 로고    scopus 로고
    • 5th edition. Englewood Cliffs: Prentice Hall
    • Greene WH (2002) Econometric Analysis, 5th edition. Englewood Cliffs: Prentice Hall.
    • (2002) Econometric Analysis
    • Greene, W.H.1
  • 17
    • 0038646142 scopus 로고    scopus 로고
    • A latent class model for discrete choice analysis: Contrasts with mixed logit
    • Greene WH & Hensher DA (2003) A latent class model for discrete choice analysis: contrasts with mixed logit. Transportation Research B.
    • (2003) Transportation Research B
    • Greene, W.H.1    Hensher, D.A.2
  • 18
    • 0002020770 scopus 로고
    • On the efficiency of certain quasi-random sequences of points in evaluating multidimensional integrals
    • and corrigenda 196
    • Halton JH (1960) On the efficiency of certain quasi-random sequences of points in evaluating multidimensional integrals. Numerische Math 2: 84-90 and corrigenda 196.
    • (1960) Numerische Math , vol.2 , pp. 84-90
    • Halton, J.H.1
  • 19
    • 0035104520 scopus 로고    scopus 로고
    • Measurement of the valuation of travel time savings
    • in Honour of Michael Beesley
    • Hensher DA (2001a) Measurement of the valuation of travel time savings. Journal of Transport Economics and Policy (Special Issue in Honour of Michael Beesley) 35: 71-98.
    • (2001) Journal of Transport Economics and Policy , vol.35 , Issue.SPEC. ISSUE , pp. 71-98
    • Hensher, D.A.1
  • 20
    • 0035341163 scopus 로고    scopus 로고
    • The valuation of commuter travel time savings for car drivers in New Zealand: Evaluating alternative model specifications
    • Hensher DA (2001b) The valuation of commuter travel time savings for car drivers in New Zealand: evaluating alternative model specifications. Transportation 28, 101-118.
    • (2001) Transportation , vol.28 , pp. 101-118
    • Hensher, D.A.1
  • 24
    • 0242431853 scopus 로고    scopus 로고
    • Willingness to pay for road curviness and road type for long distance travel in New Zealand
    • Hensher DA & Sullivan C (2003) Willingness to pay for road curviness and road type for long distance travel in New Zealand. Transportation Research D.
    • (2003) Transportation Research D
    • Hensher, D.A.1    Sullivan, C.2
  • 25
    • 0001042673 scopus 로고    scopus 로고
    • On the similarity of classical and Bayesian estimates of individual mean partworths
    • August
    • Huber J & Train K (2001) On the similarity of classical and Bayesian estimates of individual mean partworths. Marketing Letters 12 (August): 259-270.
    • (2001) Marketing Letters , vol.12 , pp. 259-270
    • Huber, J.1    Train, K.2
  • 26
    • 38249002403 scopus 로고
    • Bayesian analysis of logit models using natural conjugate priors
    • Koop G & Poirier DJ (1993) Bayesian analysis of logit models using natural conjugate priors. Journal of Econometrics 56: 323-340.
    • (1993) Journal of Econometrics , vol.56 , pp. 323-340
    • Koop, G.1    Poirier, D.J.2
  • 27
    • 0001145987 scopus 로고    scopus 로고
    • Closed-form discrete-choice models
    • Hensher DA and Button KJ (eds) Oxford: Pergamon Press
    • Koppelman F & Sethi V (2000) Closed-form discrete-choice models. In: Hensher DA & Button KJ (eds) Handbook of Transport Modelling, Volume 1, of Handbooks in Transport (pp 211-222). Oxford: Pergamon Press.
    • (2000) Handbook of Transport Modelling of Handbooks in Transport , vol.1 , pp. 211-222
    • Koppelman, F.1    Sethi, V.2
  • 28
  • 31
    • 0242431850 scopus 로고    scopus 로고
    • Dissaggregate behavioural travel demand's RUM side - A 30 years retrospective
    • Hensher DA (ed) Oxford: Pergamon Press
    • McFadden D (2001) Dissaggregate Behavioural Travel Demand's RUM Side - A 30 years retrospective. In: Hensher DA (ed) Travel Behaviour Research: The Leading Edge (pp 17-64). Oxford: Pergamon Press.
    • (2001) Travel Behaviour Research: The Leading Edge , pp. 17-64
    • McFadden, D.1
  • 34
    • 0032265557 scopus 로고    scopus 로고
    • Mixed Logit with repeated choices: Households' choices of appliance efficiency level
    • Revelt D & Train K (1998) Mixed Logit with repeated choices: households' choices of appliance efficiency level. Review of Economics and Statistics 80: 1-11.
    • (1998) Review of Economics and Statistics , vol.80 , pp. 1-11
    • Revelt, D.1    Train, K.2
  • 37
    • 0000663876 scopus 로고    scopus 로고
    • Simulation-based estimation
    • December
    • Stern S (1997) Simulation-based estimation. Journal of Economic Literature XXXV (December), 2006-2039.
    • (1997) Journal of Economic Literature , vol.35 , pp. 2006-2039
    • Stern, S.1
  • 38
    • 0035540382 scopus 로고    scopus 로고
    • Choice complexity and decision strategy selection
    • Swait J & Adamowicz W (2001) Choice complexity and decision strategy selection. Journal of Consumer Research 28: 135-148.
    • (2001) Journal of Consumer Research , vol.28 , pp. 135-148
    • Swait, J.1    Adamowicz, W.2
  • 39
    • 0002827459 scopus 로고    scopus 로고
    • Mixed logit models for recreation demand
    • Kling C and Herriges J (eds) New York: Elgar Press
    • Train K (1997) Mixed logit models for recreation demand. In: Kling C & Herriges J (eds) Valuing the Environment Using Recreation Demand Models. New York: Elgar Press.
    • (1997) Valuing the Environment Using Recreation Demand Models
    • Train, K.1
  • 40
    • 0031784194 scopus 로고    scopus 로고
    • Recreation demand models with taste differences over people
    • Train K (1998) Recreation demand models with taste differences over people. Land Economics 74: 230-239.
    • (1998) Land Economics , vol.74 , pp. 230-239
    • Train, K.1
  • 41
    • 0003421407 scopus 로고    scopus 로고
    • Working paper. Department of Economics, University of California, Berkeley
    • Train K (1999) Halton Sequences for Mixed Logit. Working paper. Department of Economics, University of California, Berkeley.
    • (1999) Halton Sequences for Mixed Logit
    • Train, K.1
  • 42
    • 0009942029 scopus 로고    scopus 로고
    • A comparison of hierarchical Bayes and maximum simulated likelihood for mixed logit
    • California, June
    • Train K (2001) A comparison of hierarchical Bayes and maximum simulated likelihood for mixed logit, Paper presented at the Asilomar Invitational Choice Symposium, California, June.
    • (2001) The Asilomar Invitational Choice Symposium
    • Train, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.