Interpreting and understanding logits, probits, and other nonlinear probability models

R Breen, KB Karlson, A Holm - annual review of sociology, 2018 - annualreviews.org
Methods textbooks in sociology and other social sciences routinely recommend the use of
the logit or probit model when an outcome variable is binary, an ordered logit or ordered …

Stated preference analysis of travel choices: the state of practice

DA Hensher - Transportation, 1994 - Springer
Stated preference (SP) methods are widely used in travel behaviour research and practice
to identify behavioural responses to choice situations which are not revealed in the market …

Multivariate analysis

K Backhaus, B Erichson, S Gensler, R Weiber… - Springer Books, 2021 - Springer
This is the first English edition of a German textbook that covers methods of multivariate
analysis. It addresses readers who are looking for a reliable and application-oriented source …

Contemporary guidance for stated preference studies

RJ Johnston, KJ Boyle, W Adamowicz… - Journal of the …, 2017 - journals.uchicago.edu
This article proposes contemporary best-practice recommendations for stated preference
(SP) studies used to inform decision making, grounded in the accumulated body of peer …

[HTML][HTML] Statistical methods for the analysis of discrete choice experiments: a report of the ISPOR conjoint analysis good research practices task force

AB Hauber, JM González, CGM Groothuis-Oudshoorn… - Value in health, 2016 - Elsevier
Conjoint analysis is a stated-preference survey method that can be used to elicit responses
that reveal preferences, priorities, and the relative importance of individual features …

Estimation of random utility models in R: the mlogit package

Y Croissant - Journal of Statistical Software, 2020 - jstatsoft.org
Abstract mlogit is a package for R which enables the estimation of random utility models with
choice situation and/or alternative specific variables. The main extensions of the basic …

Log odds and the interpretation of logit models

EC Norton, BE Dowd - Health services research, 2018 - Wiley Online Library
Objective We discuss how to interpret coefficients from logit models, focusing on the
importance of the standard deviation (σ) of the error term to that interpretation. Study Design …

Active mobility in an Italian city: Mode choice determinants and attitudes before and during the Covid-19 emergency

M Scorrano, R Danielis - Research in Transportation Economics, 2021 - Elsevier
The paper investigates the choice of the transport mode to access the city center of Trieste,
Italy. We have collected revealed and stated choice data and attitudinal data in order to …

[BOEK][B] Multivariate analysemethoden

K Backhaus, B Erichson, W Plinke, R Weiber - 2016 - Springer
Die grundlegende Neubearbeitung der 16. Auflage des Buches „Multivariate
Analysemethoden “wurde am Markt sehr gut aufgenommen, sodass wir nun nach kurzer Zeit …

[BOEK][B] Discrete choice methods with simulation

KE Train - 2009 - books.google.com
This book describes the new generation of discrete choice methods, focusing on the many
advances that are made possible by simulation. Researchers use these statistical methods …