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Demand analysis with partially observed prices

Crawford, Ian; Polisson, Matthew - 2015

In empirical demand, industrial organization, and labor economics, prices are often unobserved or unobservable since …-consistent demand analysis remains feasible in the presence of partially observed prices, and hence partially observed implied budget …

Persistent link: https://www.econbiz.de/10011284225

Shrinkage Priors for High-Dimensional Demand Estimation

Smith, Adam N.; Griffin, Jim E. - 2021

Estimating demand for wide assortments of differentiated goods requires the specification of a demand system that is … parameters within a log-linear demand system where the number of price elasticity parameters grows quadratically in the number of … elasticities and demand predictions can be improved by imposing shrinkage to higher-level group effects rather than zero …

Persistent link: https://www.econbiz.de/10013231133

A Computationally Efficient Fixed Point Approach to Dynamic Structural Demand Estimation

Sun, Yutec - 2018

dynamic consumer demand using product panel data. The conventional GMM estimation relies on two computationally intensive …

Persistent link: https://www.econbiz.de/10012940121

Demand estimation with infrequent purchases and small market sizes

Hortaçsu, Ali; Natan, Olivia R.; Parsley, Hayden; … - In: Quantitative economics : QE ; journal of the … 14 (2023) 4, pp. 1251-1294

We propose a demand estimation method that allows for a large number of zerosale observations, rich unobserved … an empirical application of air travel demand. …

Persistent link: https://www.econbiz.de/10014496506

Preference heterogeneity in a count data model of demand for off-highway vehicle recreation

Holmes, Thomas P.; Englin, Jeffrey Eric - In: Agricultural and resource economics review : ARER 39 (2010) 1, pp. 75-88

Persistent link: https://www.econbiz.de/10009349806

Estimating the demand for quality with discrete choice models

Phaneuf, Daniel J.; Von Haefen, Roger H. - In: Quantifying consumer preferences, (pp. 317-347). 2009

Persistent link: https://www.econbiz.de/10003887986

The willingness to pay for broadband of non-adopters in the US : estimates from a multi-state survey

Cãrare, Octavian; McGovern, Chris; Noriega, Raquel; … - In: Information economics and policy : IEP 30 (2015), pp. 19-35

Persistent link: https://www.econbiz.de/10011334281

Bayesian structured additive distributional regression

Klein, Nadja; Kneib, Thomas; Lang, Stefan - 2013

In this paper, we propose a generic Bayesian framework for inference in distributional regression models in which each parameter of a potentially complex response distribution and not only the mean is related to a structured additive predictor. The latter is composed additively of a variety of...

Persistent link: https://www.econbiz.de/10010189552

Bayesian structured additive distributional regression for multivariate responses

Klein, Nadja; Kneib, Thomas; Klasen, Stephan; Lang, Stefan - 2013

In this paper, we propose a unified Bayesian approach for multivariate structured additive distributional regression analysis where inference is applicable to a huge class of multivariate response distributions, comprising continuous, discrete and latent models, and where each parameter of these...

Persistent link: https://www.econbiz.de/10010200433

Posterior Inference in Curved Exponential Families Under Increasing Dimensions

Belloni, Alexandre; Chernozhukov, Victor - 2007

In this work we study the large sample properties of the posterior-based inference in the curved exponential family under increasing dimension. The curved structure arises from the imposition of various restrictions, such as moment restrictions, on the model, and plays a fundamental role in...

Persistent link: https://www.econbiz.de/10014052183