Results 71 to 80 of about 9,409 (258)
Learning an arbitrary mixture of two multinomial logits
CoRR, 2020 In this paper, we consider mixtures of multinomial logistic models (MNL), which are known to $ε$-approximate any random utility model. Despite its long history and broad use, rigorous results are only available for learning a uniform mixture of two MNLs. Continuing this line of research, we study the problem of learning an arbitrary mixture of two MNLs.
openaire +2 more sources
Sociodemographic Factors Associated with Hours Worked by Primary Carers in Australia
Australian Journal of Social Issues, EarlyView.ABSTRACT Primary caregivers constitute a major unpaid workforce in Australia. The aim of this study was to determine the sociodemographic factors that are associated with carer workloads. Multinomial logistic regression modelling was applied to the nation‐wide Australian Government survey.
Andrew J. Hamilton
wiley +1 more source
Comparing discrete choice and machine learning models in predicting destination choice
European Transport Research ReviewDestination choice modeling has long been dominated by theory-based discrete choice models. Simultaneously, machine learning has demonstrated improved predictive performance to other fields of discrete choice modeling.
Ilona Rahnasto, Martijn Hollestelle
doaj +1 more source
Business Strategy and the Environment, EarlyView.ABSTRACT Whether corporate carbon management can enhance productive efficiency is central to firms' long‐term competitiveness and determines whether carbon reduction efforts can be sustained beyond regulatory compliance. This study examines how corporate carbon risk and opportunity management affects firm productivity (measured by total factor ...
Nan Huang, Hanlu Fan, Ruoxin Zhu
wiley +1 more source
Business Strategy and the Environment, EarlyView.ABSTRACT Little is known about consumer preferences for combinations of circular business model patterns, despite their potential to benefit the design of product services. This study examines consumer preferences for product‐as‐a‐service offers, combined with circular product attributes, across Sweden and the Netherlands.
Steven Sarasini +5 more
wiley +1 more source
Factors affecting packed and unpacked fluid milk consumption
Agricultural Economics (AGRICECON), 2009 This article identifies consumer characteristics associated with preferences toward fluid milk alternatives. Using consumer survey data from Samsun province of Turkey and Multinomial Logit model, unpacked and packed fluid milk preferences were analyzed ...
O. Kilic, C. Akbay, G. Yildiz Tiryaki
doaj +1 more source
Out of Sight, Out of Mind: Digitalization's Double Role in Driving Sustainable Transition
Business Strategy and the Environment, EarlyView.ABSTRACT This paper investigates the role of digitalization in overcoming organizational barriers to sustainability. Drawing on the attention‐based view (ABV) theory, the study examines how digitalization, as a contextual condition, shapes the allocation of managerial attention, influences the perception of sustainability barriers, and ultimately ...
Zahra Ahmadi‐Gh +1 more
wiley +1 more source
Factors affecting bus accident severity in Thailand: A multinomial logit model. [PDF]
PLoS One, 2022 Mahikul W +6 more
europepmc +1 more source
Does Carbon Label Design Affect Flight Choices and Trustworthiness?
Business Strategy and the Environment, EarlyView.ABSTRACT Carbon emissions labels shown during flight booking may shift flight choices but also affect perceived trustworthiness of booking‐page information. This study tests how carbon label design influences flight choices, booking propensity and trustworthiness. In a preregistered online experiment (N = 939), participants completed a simulated flight
Henrik Wittwer +2 more
wiley +1 more source
Migração e classe criativa: evidências para o Brasil com base em uma análise multinomial
Cadernos de Ciências Sociais Aplicadas, 2019 Recentemente, a literatura econômica tem incorporado a produção artística, cultural e criativa às amenidades urbanas, ou seja, o conjunto de características e atividades capazes de gerar externalidades positivas sobre residentes e visitantes, elevando ...
Verônica de Castro Lameira +1 more
doaj +1 more source