Spelling suggestions: "subject:"discrete choice model"" "subject:"iscrete choice model""
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Investigating Real-Time Employer-Based Ridesharing Preferences Based on Stated Preference Survey DataShay, Nathan Michael January 2016 (has links)
No description available.
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Spatial Dimensions in Stated Preference Methods: Exploring Spatial Heterogeneity in People’s Preferences / 表明選好法による選好の空間的異質性に関する考察Kyoi, Shinsuke 23 March 2023 (has links)
京都大学 / 新制・課程博士 / 博士(農学) / 甲第24681号 / 農博第2564号 / 新制||農||1100(附属図書館) / 学位論文||R5||N5462(農学部図書室) / 京都大学大学院農学研究科生物資源経済学専攻 / (主査)教授 栗山 浩一, 教授 浅見 淳之, 教授 伊藤 順一 / 学位規則第4条第1項該当 / Doctor of Agricultural Science / Kyoto University / DGAM
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An application of stated choice to the valuation of bus attributes : a case study of Dhaka, BangladeshMamun, M. A. A. January 2014 (has links)
Bus is the main mode of urban transport in most cities in developing countries. Despite a high mode share, bus service quality is often poor and para-transit services are regarded as a problem in urban transport systems rather than a solution. Using Dhaka as a case study, this thesis investigates bus service quality through identification and valuation of thirteen important attributes using discrete choice models. The attributes examined are travel time, travel cost, waiting time, headway, priority seats for women, crowding inside the bus, boarding and alighting, picking up and dropping off passengers, bus stop facilities, driving quality, driver and crew behaviour, cleanliness inside the bus, and air conditioning. Five focus groups were conducted to identify key qualitative bus attributes and their levels in order to design choice experiments for valuation. A survey of 431 respondents in Dhaka was then undertaken. Two choice experiments were designed and implemented within the survey, each with seven attributes (set A and set B) with travel cost as the common attribute. Multinomial Logit (MNL) models and Mixed Logit (MXL) models were developed using the Dhaka choice data. Twelve of the thirteen attributes were statistically significant at the 99% level. The values of in-vehicle time (IVT), waiting time and headway were BDT 34.80, 47.40 and 64.20 per hour respectively for low income groups in the segmented model. Waiting time has a premium valuation, 1.36 times higher than IVT, which endorses existing evidence. The highest valuation is for the dummy variable seating all the way which is BDT 42.20 for high income females. The next largest was bus stops properly, picks and drops passengers nicely , followed by wide door and mild steps for boarding and alighting , smooth and safe journey , bus stop with shed, but no seating arrangements , and air conditioning . The lowest value was BDT 4.61 for deck and seats are clean and tidy , for the low income group. The WTP for the qualitative attributes is high, but given the poor level of the existing service and low fare levels this seems reasonable. Income has a significant impact on travel cost, as well as gender on priority seats for women and crowding inside the bus. However, household car ownership does not have a significant impact on any of the bus attributes examined. The high income group has 75% higher WTP for A set attributes and 79% higher WTP for B set attributes than low income group. Females have 76% higher WTP for standing comfortably all the way , but 38% higher WTP for seating all the way compared to the male. However, females have a WTP of BDT 0.44 for per percent of priority seats for women in contrast with males who have a WTP of BDT -0.11. There is significant taste heterogeneity for both quantitative and qualitative attributes. The qualitative attributes for picking up and dropping off passengers, boarding and alighting facilities and driving facilities have higher valuation and this attributes came from the existing within the market competition structure in a highly fragmented bus market. Therefore, it is recommended to introduce competition for the market and incentives for bus industry consolidation.
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Essays on econometric modeling of subjective perceptions of risks in environment and human healthNguyen, To Ngoc 15 May 2009 (has links)
A large body of literature studies the issues of the option price and other ex-ante
welfare measures under the microeconomic theory to valuate reductions of risks inherent
in environment and human health. However, it does not offer a careful discussion of how
to estimate risk reduction values using data, especially the modeling and estimating
individual perceptions of risks present in the econometric models. The central theme of
my dissertation is the approaches taken for the empirical estimation of probabilistic risks
under alternative assumptions about individual perceptions of risk involved: the
objective probability, the Savage subjective probability, and the subjective distributions
of probability. Each of these three types of risk specifications is covered in one of the
three essays.
The first essay addresses the problem of empirical estimation of individual
willingness to pay for recreation access to public land under uncertainty. In this essay I
developed an econometric model and applied it to the case of lottery-rationed hunting
permits. The empirical result finds that the model correctly predicts the responses of
84% of the respondents in the Maine moose hunting survey.
The second essay addresses the estimation of a logit model for individual binary
choices that involve heterogeneity in subjective probabilities. For this problem, I
introduce the use of the hierarchical Bayes to estimate, among others, the parameters of
distribution of subjective probabilities. The Monte Carlo study finds the estimator
asymptotically unbiased and efficient. The third essay addresses the problem of modeling perceived mortality risks
from arsenic concentrations in drinking water. I estimated a formal model that allows for
ambiguity about risk. The empirical findings revealed that perceived risk was positively
associated with exposure levels and also related individuating factors, in particular
smoking habits and one’s current health status. Further evidence was found that the
variance of the perceived risk distribution is non-zero.
In all, the three essays contribute methodological approaches and provide
empirical examples for developing empirical models and estimating value of risk
reductions in environment and human health, given the assumption about the
individual’s perceptions of risk, and accordingly, the reasonable specifications of risks
involved in the models.
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Development of models for understanding causal relationships among activity and travel variablesYe, Xin 01 June 2006 (has links)
Understanding joint and causal relationships among multiple endogenous variables has been of much interest to researchers in the field of activity and travel behavior modeling. Structural equation models have been widely developed for modeling and analyzing the causal relationships among travel time, activity duration, car ownership, trip frequency and activity frequency. In the model, travel time and activity duration are treated as continuous variables, while car ownership, trip frequency and activity frequency as ordered discrete variables. However, many endogenous variables of interest in travel behavior are not continuous or ordered discrete but unordered discrete in nature, such as mode choice, destination choice, trip chaining pattern and time-of-day choice (it can be classified into a few categories such as AM peak, midday, PM peak and off-peak). A modeling methodology with involvement of unordered discrete variables is highly desired for better understanding the causal relationships among these variables. Under this background, the proposed dissertation study will be dedicated into seeking an appropriate modeling methodology which aids in identifying the causal relationships among activity and travel variables including unordered discrete variables. In this dissertation, the proposed modeling methodologies are applied for modeling the causal relationship between three pairs of endogenous variables: trip chaining pattern vs. mode choice, activity timing vs. duration and trip departure time vs.mode choice. The data used for modeling analysis is extracted from Swiss Travel Microcensus 2000. Such models provide us with rigorous criteria in selecting a reasonable application sequence of sub-models in the activity-based travel demand model system.
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Practice location of physicians: a discrete choice model approachNunes, Letícia Faria de Carvalho 07 April 2015 (has links)
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Previous issue date: 2015-04-07 / Economists and policymakers have long been concerned with increasing the supply of health professionals in rural and remote areas. This work seeks to understand which factors influence physicians’ choice of practice location right after completing residency. Differently from previous papers, we analyse the Brazilian missalocation and assess the particularities of developing countries. We use a discrete choice model approach with a multinomial logit specification. Two rich databases are employed containing the location and wage of formally employed physicians as well as details from their post-graduation. Our main findings are that amenities matter, physicians have a strong tendency to remain in the region they completed residency and salaries are significant in the choice of urban, but not rural, communities. We conjecture this is due to attachments built during training and infrastructure concerns.
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Uma anÃlise dos determinantes da participaÃÃo dos trabalhadores cearenses no mercado informal / An analysis of the determinants of participation Ceara workers in the informal marketSandra RÃgia Costa Cavalcante 18 March 2010 (has links)
nÃo hà / O objetivo deste trabalho à estimar a probabilidade de um trabalhador estar empregado no setor informal, condicionadas as suas caracterÃsticas produtivas, considerando a possibilidade de viÃs de seleÃÃo amostral. A amostra se restringe ao CearÃ, e utiliza a Pesquisa Nacional de Amostras por DomicÃlio (PNAD) 2008 para classificar os trabalhadores em formais e informais. De acordo com a hipÃtese da
dualidade, os postos de trabalho no setor formal sÃo efetivamente melhores em vÃrias dimensÃes, e a existÃncia de informalidade ocorre porque o nÃmero destes postos à limitado. Se de fato hà segmentaÃÃo no mercado de trabalho e
racionamento dos postos de trabalho formais, à importante saber como ocorre à alocaÃÃo de trabalhadores entre os dois setores. Para tanto, à considerada a possibilidade de viÃs de seleÃÃo na escolha entre os setores formal e informal. O
viÃs de seleÃÃo ocorre quando uma sÃrie de caracterÃsticas nÃo observÃveis dos indivÃduos pode fazer com que eles acabem trabalhando, por opÃÃo ou necessidade,
no setor informal da economia. Ou seja, caracterÃsticas nÃo observÃveis dos indivÃduos, como habilidade, forÃa de vontade, determinaÃÃo, criatividade etc., podem estar determinando a escolha entre trabalhar no mercado formal ou informal. / The aim of this study to estimate the probability of a worker being employed in the informal sector conditioned their productive characteristics, considering the possibility of sample selection bias. The sample is restricted to CearÃ, and uses the National
Survey of Household Sample Survey (PNAD) in 2008 to classify workers in formal and informal. According to the dual hypothesis, the jobs in the formal sector are
indeed better in many dimensions, and the existence of informality is because the number of these jobs is limited. If indeed there is segmentation in the labor market
and rationing of formal jobs, it is important to know how the allocation of workers between the two sectors. For this is considered the possibility of selection bias in the
choice between formal and informal sectors. The selection bias occurs when a number of unobservable characteristics of individuals can make them end up working, by choice or necessity, in the informal economy. That is, unobservable
characteristics of individuals such as skill, willpower, determination, creativity etc., it may be influencing the choice between working in the formal or informal.
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Essays on Industrial OrganizationCacicedo dos Santos, Thiago 07 July 2021 (has links)
Esta tesis es una colección de tres ensayos en el campo de la economía industrial. Los dos primeros ensayos son contribuciones empíricas en el tema de la discriminación de precios. El último ensayo está relacionado con la heterogeneidad en las expectativas futuras de precios. Ese ensayo es una contribución a la literatura que trata el tema de demanda dinámica. El objetivo del primer capítulo es determinar la relevancia de la discriminación de precios en los mercados de alimentos orgánicos (cereales para desayuno). El principal problema al responder a esta pregunta es que los costes no son observables y, por lo tanto, a priori, no puedo saber si el sobreprecio de los alimentos orgánicos se debe a la discriminación precios o simplemente por diferencias de costes. Para evitar este problema, utilizo un modelo de elección discreta para obtener la elasticidad de la demanda y, con un modelo de oferta, obtener el valor de los costes marginales. Lo resultados indican que, aproximadamente, el 6% de la diferencia de precio entre productos orgánicos y productos no orgánicos se debe a la discriminación de precios. Además, yo encuentro que un impuesto en los productos no orgánicos no es suficiente para disminuir la discriminación de precios, y tiene un efecto negativo en el bienestar social: hay reducción en el excedente del consumidor que es superior al aumento de los beneficios de las empresas. Por fin, encuentro que la discriminación de precios resulta de la existencia de consumidores con renta alta en el mercado. En el segundo capítulo yo estudio si hay una relación no monótona entre los descuentos por cantidad y el nivel de competencia en el mercado. Los resultados encontrados sugieren que la relación es sí no-monótona y que tiene formato en U. Eso implica que los descuentos por cantidad son más comunes en los mercados menos concentrados y en los más concentrados. Además, los resultados sugieren que la firma líder es la responsable por esa situación. Por fin, el tercer capítulo analiza la heterogeneidad en la expectativa de precios en el mercado de un bien no duradero (refrescos) y que son comprados con alta frecuencia. Los resultados sugieren que, en media, los consumidores son racionales y forman expectativas con respecto al futuro. Sin embargo, consumidores de baja renta forman expectativas basadas en un modelo de Markov de primer orden (donde solo importa el precio actual y del período anterior para formar sus expectativas), y a los consumidores con renta mediana solo les importa el precio actual al decidir comprar (o sea, son impacientes - miopes).
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Evaluation of Parking Guidance Information System with Multi-agent Based Simulation / マルチ・エージェント・シミュレーションに基づく駐車誘導システムの評価Li, Qian 24 March 2014 (has links)
京都大学 / 0048 / 新制・課程博士 / 博士(工学) / 甲第18255号 / 工博第3847号 / 新制||工||1590(附属図書館) / 31113 / 京都大学大学院工学研究科都市社会工学専攻 / (主査)教授 小林 潔司, 准教授 宇野 伸宏, 准教授 松島 格也 / 学位規則第4条第1項該当 / Doctor of Philosophy (Engineering) / Kyoto University / DFAM
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Essays on Taxation, Marriage, and Labor SupplyZhang, Yonghui 28 September 2015 (has links)
My dissertation consists of three essays on labor supply responses, along the extensive margin (participation into the labor force) and along the intensive margin (intensity of work on the job). The first two essays focus on the labor supply responsiveness of single women with children to taxation and welfare programs. The third essay investigates the effects of marriage, the wage rate, and the associated tax rate on men's labor supply.
In the first essay, to avoid bias from the fact that labor supply outcomes are being driven by self-selection, I build a dynamic stochastic discrete choice model to investigate the long run effects of the earned income tax credit and welfare policies on single mothers' labor supply. Simulated method of moments is used to estimate parameters of this dynamic model, based on March CPS data files from 1964 to 2013. I compare the performance of the dynamic stochastic discrete choice model, a static model, and a reduced-form model. My analysis concludes that the dynamic stochastic discrete choice model captures the simultaneous impact of the state variables on the predicted employment decision. My study provides evidence of the long-run positive effect of public policy on low income families in a life-cycle setting. This essay also emphasizes the importance of education in increasing single mothers' labor supply.
The second essay is designed to identify factors that help single mothers leave TANF within a short span of time. I find strong evidence for the importance of child support assistance to single mothers' success in exiting TANF with a job. I uncover evidence that work-related activities do not induce TANF participants to leave within a short span of time. My analysis also suggests that health issues significantly limit the ability of single mothers to exit TANF.
In the third essay, the main research question is how marital status affects the elasticity of the labor supply of males with respect to wages and taxes, in a life-cycle setting. A dynamic panel data model, which extends the literature on dynamic labor supply, indicates that the elasticity of men's labor supply with respect to wages and taxes is affected by marital status. The empirical results using the Panel Study of Income Dynamics (PSID) data show that men who are continuously married to the same wife have a lower average Frisch elasticity than others. / Ph. D.
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