Proposal of a sequential method for spatial interpolation of mode choice

CS Pitombo, ASGD Costa… - Boletim de Ciências …, 2015 - SciELO Brasil
The main objective of this study is to propose a sequential method for spatial interpolation of
mode choice for household locations where choices are unobserved based on Decision …

A two-step method for mode choice estimation with socioeconomic and spatial information

CS Pitombo, AR Salgueiro, ASG da Costa, CA Isler - Spatial Statistics, 2015 - Elsevier
Individuals choose the travel mode considering their own characteristics, those of the
journey and the transport systems. Despite the current wide availability of georeferenced …

A conjoint approach of spatial statistics and a traditional method for travel mode choice issues

A Lindner, CS Pitombo - Journal of Geovisualization and Spatial Analysis, 2018 - Springer
Conventional analysis of transportation demand is usually carried out using socioeconomic,
travel, and land use attributes. Despite the effectiveness on travel demand forecasting, it is …

Kriging geostatistical methods for travel mode choice: a spatial data analysis to travel demand forecasting

VA Gomes, CS Pitombo, SS Rocha, ARGNL Salgueiro - 2016 - repositorio.ufc.br
This paper aims to compare the results of two techniques of Kriging (Ordinary Kriging and
Indicator Kriging) that are applied to estimate the Private Motorized (PM) travel mode use …

Unveiling spatial dependencies in walking travel choices

PJM Rosa, CA Isler - Applied Geography, 2024 - Elsevier
Travel behavior analyses through traditional discrete choice models offer insights into the
factors that influence individual choices. However, the literature often neglects the spatial …

Building spatial choice models from aggregate data

T Orpana, J Lampinen - Journal of Regional Science, 2003 - Wiley Online Library
Choice model construction is usually based on information about a number of separate
choice situations, for which all relevant quantities are known. This paper concerns the case …

Strategy to reduce the number of parameters to be estimated in discrete choice models: An approach to large choice sets

MU de Carvalho Caldas, CS Pitombo… - Travel behaviour and …, 2021 - Elsevier
Most of the problems associated with discrete choices involve a small number of
alternatives. In cases with many alternatives, however, in addition to the concerns regarding …

Estimating motorized travel mode choice using classifiers: An application for high-dimensional multicollinear data

A Lindner, CS Pitombo, AL Cunha - Travel Behaviour and Society, 2017 - Elsevier
Studies in the field of discrete choice analysis are crucial for transportation planning.
Generally, travel demand models are based on the maximization of the random utility and …

Choice set imputation: two-step weighted stratified and hazard-based approach

MF Langerudi, M Javanmardi… - Transportation …, 2014 - journals.sagepub.com
The problem of choice set formation for decision makers is an important subject in discrete
choice modeling, especially when the choice set contains a large number of elemental …

Proposal of a geostatistical procedure for transportation planning field

SS Rocha, A Lindner, CS Pitombo - Boletim de Ciências Geodésicas, 2017 - SciELO Brasil
The main objective of this study is to estimate variables related to transportation planning, in
particular transit trip production, by proposing a geostatistical procedure. The procedure …