Estimating Demand with Unobserved No-Purchases on Revenue-Managed Data
Published Online:27 Nov 2024https://doi.org/10.1287/msom.2021.0291
References
- (2021) Demand estimation under the multinomial logit model from sales transaction data. Manufacturing Service Oper. Management 23(5):1196–1216.Link, Google Scholar
- (2001) Panel data models: Some recent developments. Heckman J, Leamer E, eds. Handbook of Econometrics, vol. 5 (Elsevier, New York), 3229–3296.Google Scholar
- (1989) Application of a probabilistic decision model to airline seat inventory control. Oper. Res. 37:183–197.Link, Google Scholar
- (1985) Discrete Choice Analysis: Theory and Application to Travel Demand, vol. 9 (MIT Press, Cambridge, MA).Google Scholar
- (2002) Individual effects and dynamics in count data models. J. Econometrics 108(1):113–131.Crossref, Google Scholar
- (2024) Robust demand estimation with customer choice-based models for sales transaction data. Production Oper. Management 33(9):1801–1820.Crossref, Google Scholar
- (2014) Choice based revenue management for parallel flights. Working paper, Georgia Institute of Technology, Atlanta.Google Scholar
- (1991) The non-integer property of sums of reciprocals of consecutive integers. Math. Gazette 75:193–194.Crossref, Google Scholar
- (2008) Gamma: Exploring Euler’s Constant (Princeton University Press, Princeton, NJ).Google Scholar
- (1973) Conditional logit analysis of qualitative choice behavior. Frontiers in Econometrics (Academic Press, New York), 105–142.Google Scholar
- (1978) Modeling the choice of residential location. Transportation Res. Rec. 673:72–77.Google Scholar
- (2014) Estimation of choice-based models using sales data from a single firm. Manufacturing Service Oper. Management 16(2):184–197.Link, Google Scholar
- (2008) The digamma function ψ(v). An Atlas of Functions (Springer, New York), 449–460.Crossref, Google Scholar
- (2008) A multi-flight recapture heuristic for estimating unconstrained demand from airline bookings. J. Revenue Pricing Management 7(2):153–171.Crossref, Google Scholar
- (2021) Demand modeling in the presence of unobserved lost sales. Management Sci. 67(6):3803–3833.Link, Google Scholar
- (2009) A finite-population revenue management model and a risk-ratio procedure for the joint estimation of population size and parameters. Preprint, submitted April 8, https://dx.doi.org/10.2139/ssrn.1374853.Google Scholar
- (2022) Estimation using marginal competitor sales information. Preprint, submitted June 27, https://dx.doi.org/10.2139/ssrn.4141270.Google Scholar
- (2004a) Revenue management under a general discrete choice model of consumer behavior. Management Sci. 50(1):15–33.Link, Google Scholar
- (2004b) The Theory and Practice of Revenue Management (Kluwer, New York).Crossref, Google Scholar
- (2008) EM algorithms for nonparametric estimation of mixing distributions. J. Choice Modeling 1(1):40–69.Crossref, Google Scholar
- (2010) OM practice: Choice-based revenue management: An empirical study of estimation and optimization. Manufacturing Service Oper. Management 12(3):371–392.Link, Google Scholar
- (2012) Estimating primary demand for substitutable products from sales transaction data. Oper. Res. 60(2):313–334.Link, Google Scholar
- (2008) Econometric Analysis of Count Data (Springer, New York).Google Scholar
- (1997) Multiplicative panel data models without the strict exogeneity assumption. Econometric Theory 13(5):667–678.Crossref, Google Scholar
- (2009) Econometrics: Panel data methods. Encyclopedia of Complexity and Systems Science (Springer, New York), 2769–2792.Google Scholar

