Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 20 of 139 for “"Multinomial Logit"”.
-
Learning Mixed Multinomial Logit Models
Multinomial logit (MNL) model is widely used to predict the probabilities of different outcomes. However, standard MNL model suffers from several issues, including but not limited to heterogeneous population, the restricted independence of irrelevant alternative (IIA) assumption, insufficient model …
-
Forecasting housing demand in Terengganu using multinomial logit
Housing demand is defined as the number of homes needed as residence per household. There are 3 types of housing developed in Terengganu which are low medium cost housing, medium cost housing and high cost housing. According to the NAPIC, during the 2nd quarter of 2016, Terengganu recorded the …
-
Loss of coordination in competitive supply chains
… one model with multiple retailers facing the multinomial logit demand, and three supply chain configurations with one supplier and multiple retailers in a i) quantity competition among retailers with substitute products, ii) price competition among retailers with substitute products, and iii) …
-
Behaviorally-Informed Discrete Choice Models in Operations Management
… size and embedding this formulation within the Multinomial Logit (MNL), Nested Logit (NL), and Mixed Multinomial Logit (MMNL) frameworks. The second study examines the joint pricing and assortment problem under the MMNL model with capacity constraints, accounting for heterogeneous price …
-
Flexible Modellierung kategorialer Responsevariablen
… on this result, nonparametric extensions of the multinomial logit model for nominal and the cumulative logit model for ordinal responses are derived. An important feature of the proposed multinomial logit model is the distinction between global and category-specific variables. Variables of both …
-
Iterative algorithms for a joint pricing and inventory control problem with nonlinear demand functions
… the customer demand is assumed to follow the multinomial logit demand model, which is the most popular discrete choice demand model. The profit maximization problem (even in the absence of constraints) is non-convex and hard to solve. Despite this fact we develop algorithms that compute the …
-
Housing tenure choice in Scotland: an empirical study of the 1996 Scottish house condition survey
… model contains a simple one-level choice set. A multinomial logit model is employed to estimate three choice alternatives: owner-occupation, social renting and private renting. The second tenure choice model contains a two-level choice structure assuming that the household firstly decides to move …
-
Essays on Applied Economics
… a desire to attend college is analyzed using a multinomial logit framework. For this select sample of students, family income is found to have a negative impact on the probability of attending a four-year college. Exploration of this unexpected result suggests it stems from signaling by low …
-
"Selective Speaking: The New Form of ""Going Public"
… speechmaking, negative binomial regression and multinomial logit models identify leading conditions that influence both the frequency and choice of speeches to various audience types, particularly selective audiences. The study concludes with a discussion of the normative implications of the …
-
Price competition and the impact of service attributes: Structural estimation and analytical characterizations of equilibrium behavior
… model, derived from an underlying Mixed MultiNomial Logit (MNML) consumer choice model, using detailed empirical data. The main goal is to measure to what extent waiting time performance, along with price levels, brand attributes, geographical and demographic factors, impacts competing …
-
Collaborative ranking from ordinal data
… learn hidden preferences of users through the multinomial logit (MNL) model, a discrete choice model. It also shows that the algorithm is efficient in terms of the number of observations needed.
-
Neural-embedded discrete choice models
… characteristics. TasteNet-MNL extends the Multinomial Logit Model (MNL).
-
Disaggregate Probabilistic Models to Predict Trip Generation Propensities and Mode Choice Behaviour
… between their propensities. Further, a multinomial logit model is estimated to investigate the determinants of mode choice for home-based discretionary trips.
-
Bombs and ballots : estimating the effect of the Madrid bombings on the March 2004 general elections in Spain
… design. A non-linear approach using binomial and multinomial logit models is not successful and yields no conclusive indications on how the attacks affected the outcome of the elections.
-
Assortment and Pricing Optimisation under non-conventional customer choice models
… polynomial time. First we analyse the Sequential Multinomial Logit (SML). Under the SML model, products are partitioned into two levels, to capture differences in attractiveness, brand awareness and, or visibility of the products in the market. When a consumer is presented with an assortment of …
-
Assortment and Pricing Optimisation under non-conventional customer choice models
… polynomial time. First we analyse the Sequential Multinomial Logit (SML). Under the SML model, products are partitioned into two levels, to capture differences in attractiveness, brand awareness and, or visibility of the products in the market. When a consumer is presented with an assortment of …
-
Developing advanced econometric frameworks for modeling multidimensional choices : an application to integrated land-use activity based model framework
… and associated duration of stay (joint multinomial logit model and a grouped logit model), (2) household residential location and daily vehicle miles travelled (Copula based joint binary logit and log-linear regression model), (3) household residential location, vehicle type and usage …
-
Stated Preference Study of Long-Haul Commercial Vehicle Route Choice Behavior
… of this survey are used to calibrate mixed multinomial logit models estimating the probability of route selection for trucks. Findings indicate heterogeneity in truck route choice where on average, they are willing to pay up to $81 (2020 CAD) to save one hour of their travel time.
-
Factors Affecting Cotton Producers' Choice of Marketing Outlet
… the four discrete choices. This thesis employed multinomial logit estimation to determine the influence of factors on producers' choice of primary cash marketing decisions. Data were collected from a mail survey of the population of cotton growers in Texas, Oklahoma and Kansas. The most important …
-
Inequality and Civic Participation in the Rocky Mountain West: Missoula, MT
… on television), or participating in person. A multinomial logit model to estimate the probability of choosing a certain outcome shows that people living in neighborhoods characterized by high inequality are less likely to drop out, but more likely to participate alone. This effect is most …
Page 1 of 7