On Implications of Demand Censoring in the Newsvendor Problem
Published Online:28 Jan 2013https://doi.org/10.1287/mnsc.1120.1654
References
- . Setting inventory targets in the presence of finite historical demand data. (2009) . Working paper, Carnegie Mellon University, PittsburghGoogle Scholar
- . Measuring and mitigating the costs of stockouts. Management Sci. (2006) 52:1751–1763Link, Google Scholar
- . Technical note: The censored newsvendor and the optimal acquisition of information. Oper. Res. (2009a) 57:791–794Link, Google Scholar
- . Optimal ordering policy and value of information under partially observed lost sale. (2009b) . Working paper, University of Texas at Dallas, RichardsonGoogle Scholar
- . An analog of the minimax theorem for vector payoffs. Pacific J. Math. (1956) 6:1–8Crossref, Google Scholar
- . Informational dynamics of censored observations. Management Sci. (1991) 37:1390–1404Link, Google Scholar
- . Adaptive ordering and pricing for perishable products. Oper. Res. (2000) 48:436–443Link, Google Scholar
- . How to (and how not to) estimate the salvage value in the newsvendor model. Manufacturing Service Oper. Management (2007) 9:276–290Link, Google Scholar
- . Prediction, Learning, and Games (2006) (Cambridge University Press, New York) Crossref, Google Scholar
- . Bounds and heuristics for optimal Bayesian inventory control with unobserved lost sales. Oper. Res. (2010) 58:396–413Link, Google Scholar
- . Dynamic inventory management with learning about the demand distribution and substitution probability. Manufacturing Service Oper. Management (2008) 10:236–256Link, Google Scholar
- . Sales data and the estimation of demand. Oper. Res. Quart. (1976) 27:121–127Crossref, Google Scholar
- . Models of the spiral-down effect in revenue management. Oper. Res. (2006) 54:968–987Link, Google Scholar
- . The censored newsvendor and the optimal acquisition of information. Oper. Res. (2002) 50:517–527Link, Google Scholar
- . A maximum entropy joint demand estimation and capacity control policy for revenue management. Production Oper. Management (2013) . ForthcomingGoogle Scholar
- . Regret in the on-line decision problem. Games Econom. Behav. (1999) 29:7–35Crossref, Google Scholar
- . An adaptive, distribution-free algorithm for the newsvendor problem with censored demands, with applications to inventory and distribution. Management Sci. (2001) 47:1101–1112Link, Google Scholar
- . Approximation to Bayes risk in repeated play. Contributions to the Theory of Games (1957) 3(Princeton University Press, Princeton, NJ) 97–139Google Scholar
- . Learning, experimentation, and the optimal output decisions of a competitive firm. Management Sci. (1982) 28:589–603Link, Google Scholar
- . A non-parametric asymptotic analysis of inventory planning with censored demand. Math. Oper. Res. (2009) 34:103–123Link, Google Scholar
- . Adaptive data-driven inventory control with censored demand based on Kaplan-Meier estimator. Oper. Res. (2011) 59:929–941Link, Google Scholar
- . Using stochastic approximation methods to compute optimal base-stock levels in inventory control problems. Oper. Res. (2008) 56:646–664Link, Google Scholar
- . A stochastic approximation method for the single-leg revenue management problem with discrete demand distributions. Math. Methods Oper. Res. (2009) 70:477–504Crossref, Google Scholar
- . Asymptotically efficient adaptive allocation rules. Adv. Appl. Math. (1985) 6:4–22Crossref, Google Scholar
- . Stalking information: Bayesian inventory management with unobserved lost sales. Management Sci. (1999) 45:346–363Link, Google Scholar
- . Technical note: Analysis of perishable-inventory systems with censored demand data. Oper. Res. (2008) 56:1034–1038Link, Google Scholar
- . Learning algorithms for separable approximations of discrete stochastic optimization problems. Math. Oper. Res. (2004) 29:814–836Link, Google Scholar
- . Bayes solutions of the statistical inventory problem. Ann. Math. Statist. (1959) 30:490–508Crossref, Google Scholar
- . L. L. Bean Inc.: Item forecasting and inventory management. (1992) . Case teaching note, Harvard Business School, BostonGoogle Scholar
- . Revenue management without forecasting or optimization: An adaptive algorithm for determining airline seat protection levels. Management Sci. (2000) 46:760–775Link, Google Scholar
- . Optimal policy for a multi-product, dynamic, nonstationary inventory problem. Management Sci. (1965) 12:206–222Link, Google Scholar

