Price Optimization Under the Finite-Mixture Logit Model
References
- (2010) Joint dynamic pricing of multiple perishable products under consumer choice. Management Sci. 56(8):1345–1361.Link, Google Scholar
- (2013) Price competition under mixed multinomial logit demand functions. Management Sci. 59(8):1817–1835.Link, Google Scholar
- (2016) The exponomial choice model: A new alternative for assortment and price optimization. Oper. Res. 64(1):79–93.Link, Google Scholar
- (2018) CVXOPT: A Python package for convex optimization, version 1.2.0. Accessed December 1, 2019, https://cvxopt.org.Google Scholar
- (2008) Joint inventory and pricing decisions for an assortment. Oper. Res. 56(5):1247–1255.Link, Google Scholar
- (2000) Product line selection and pricing under the multinomial logit choice model. http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.22.5769.Google Scholar
- (1997) An endogenous segmentation mode choice model with an application to intercity travel. Transportation Sci. 31(1):34–48.Link, Google Scholar
- (2004) Convex Optimization (Cambridge University Press, Cambridge, UK).Crossref, Google Scholar
- (2015) Branching and bounding improvements for global optimization algorithms with Lipschitz continuity properties. J. Global Optim. 61(3):429–457.Crossref, Google Scholar
- (1991) Investigating heterogeneity in brand preferences in logit models for panel data. J. Marketing Res. 28(4):417–428.Crossref, Google Scholar
- (2017) Data-driven models for itinerary preferences of air travelers and application for dynamic pricing optimization. J. Revenue Pricing Management 16(6):621–639.Crossref, Google Scholar
- (2014) Near-optimal algorithms for capacity constrained assortment optimization. Preprint, submitted December 29, https://ssrn.com/abstract=2543309.Google Scholar
- (2009) Dynamic pricing and inventory control of substitute products. Manufacturing Service Oper. Management 11(2):317–339.Link, Google Scholar
- (2019) Pricing problems under the Markov chain choice model. Production Oper. Management 28(1):157–175.Crossref, Google Scholar
- (2013) A branch and bound algorithm for the global optimization of Hessian Lipschitz continuous functions. J. Global Optim. 56(4):1791–1815.Crossref, Google Scholar
- (2014) Multiproduct price optimization and competition under the nested logit model with product-differentiated price sensitivities. Oper. Res. 62(2):450–461.Link, Google Scholar
- (2003) A latent class model for discrete choice analysis: Contrasts with mixed logit. Transportation Res. Part B: Methodological 37(8):681–698.Crossref, Google Scholar
- (1983) A logit model of brand choice calibrated on scanner data. Marketing Sci. 2(3):203–238.Link, Google Scholar
- (1996) Optimizing multinomial logit profit functions. Management Sci. 42(7):992–1003.Link, Google Scholar
- (2015) Customer heterogeneity in revenue management for railway services. J. Revenue Pricing Management 14(1):28–49.Crossref, Google Scholar
- (2014) Analysis of Panel Data, 3rd ed. (Cambridge University Press, New York).Crossref, Google Scholar
- (2015) Pricing under the nested attraction model with a multistage choice structure. Oper. Res. 63(4):840–850.Link, Google Scholar
- (2001) SciPy: Open source scientific tools for Python. Accessed July 9, 2018, http://www.scipy.org/.Google Scholar
- (2006) A self instructing course in mode choice modeling: Multinomial and nested logit models. Report prepared for Federal Transit Administration, U.S. Department of Transportation, Washington, DC.Google Scholar
- (2020) Essays on revenue management and price competition. PhD thesis, University of Texas at Dallas, Richardson.Google Scholar
- (2011) Pricing multiple products with the multinomial logit and nested logit models: Concavity and implications. Manufacturing Service Oper. Management 13(4):549–563.Link, Google Scholar
- (2017) Optimal pricing of correlated product options under the paired combinatorial logit model. Oper. Res. 65(5):1215–1230.Link, Google Scholar
- (2015) The d-level nested logit model: Assortment and price optimization problems. Oper. Res. 63(2):325–342.Link, Google Scholar
- (2019) Product-line pricing under discrete mixed multinomial logit demand. Manufacturing Service Oper. Management 21(1):14–28.Link, Google Scholar
- (2005) Special issue papers: Forecasting and control of passenger bookings. J. Revenue Pricing Management 4(2):111–123.Crossref, Google Scholar
- (1959) Individual Choice Behavior: A Theoretical Analysis (John Wiley & Sons, New York).Google Scholar
- (2007) Joint pricing, assortment, and inventory decisions for a retailer’s product line. Naval Res. Logist. 54(3):315–330.Crossref, Google Scholar
- (2014) A branch-and-cut algorithm for the latent-class logit assortment problem. Discrete Appl. Math. 164(1):246–263.Crossref, Google Scholar
- (1999) Numerical Optimization, 2nd ed. (Springer, New York).Crossref, Google Scholar
- (2013) Global Optimization in Action: Continuous and Lipschitz Optimization: Algorithms, Implementations and Applications, vol. 6 (Springer Science & Business Media, New York).Google Scholar
- (2015) Approximation methods for pricing problems under the nested logit model with price bounds. INFORMS J. Comput. 27(2):335–357.Link, Google Scholar
- (2014) Assortment optimization under the multinomial logit model with random choice parameters. Production Oper. Management 23(11):2023–2039.Crossref, Google Scholar
- (2005) Destination choice models for rock climbing in the northeastern Alps: A latent-class approach based on intensity of preferences. Land Econom. 81(3):426–444.Crossref, Google Scholar
- (2009) Latent class model or mixed logit model? A comparison by transport mode choice data. Appl. Econom. 41(22):2915–2924.Crossref, Google Scholar
- (2021) Demand management and inventory control for substitutable products. Preprint, submitted June 16, http://dx.doi.org/10.2139/ssrn.3866775.Google Scholar
- (2005) Existence of pure strategy equilibria among geographically dispersed firms. Econom. Bull. 12(12):1–4.Google Scholar
- (2009) Discrete Choice Methods with Simulation (Cambridge University Press, New York).Crossref, Google Scholar
- (2012) Capacitated assortment and price optimization under the multinomial logit model. Oper. Res. Lett. 40(6):492–497.Crossref, Google Scholar
- (2010) Latent class models of international air carrier choice. Transportation Res. Part E Logist. Transportation Rev. 46(2):211–221.Crossref, Google Scholar
- (2018) Multiproduct pricing under the generalized extreme value models with homogeneous price sensitivity parameters. Oper. Res. 66(6):1559–1570.Google Scholar

