Data-Driven Pricing for a New Product
DOI10.1287/opre.2021.2204zbMath1490.90175OpenAlexW4206755827MaRDI QIDQ5080649
Mengzhenyu Zhang, Joline Uichanco, Hyun-Soo Ahn
Publication date: 31 May 2022
Published in: Operations Research (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1287/opre.2021.2204
Management decision making, including multiple objectives (90B50) Microeconomic theory (price theory and economic markets) (91B24) Inventory, storage, reservoirs (90B05) Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.) (60J20) Consumer behavior, demand theory (91B42)
Cites Work
- Unnamed Item
- Tracking the market: dynamic pricing and learning in a changing environment
- Asymptotic normality of maximum likelihood and its variational approximation for stochastic blockmodels
- Dynamic pricing with real-time demand learning
- Innovation diffusion uncertainty, advertising and pricing policies
- A stochastic formulation of the Bass model of new-product diffusion
- Nonparametric estimation in Markov processes
- The Sample Average Approximation Method for Stochastic Discrete Optimization
- Non-Stationary Stochastic Optimization
- Simple Policies for Dynamic Pricing with Imperfect Forecasts
- Close the Gaps: A Learning-While-Doing Algorithm for Single-Product Revenue Management Problems
- Dynamic Pricing with an Unknown Demand Model: Asymptotically Optimal Semi-Myopic Policies
- On the Minimax Complexity of Pricing in a Changing Environment
- Dynamic Pricing for Nonperishable Products with Demand Learning
- Dynamic Pricing Without Knowing the Demand Function: Risk Bounds and Near-Optimal Algorithms
- Dynamic Pricing with a Prior on Market Response
- A New Product Growth for Model Consumer Durables
- Dynamic Price Models for New-Product Planning
- Optimal Pricing Strategy for New Products
- Optimal pricing for a short life-cycle product when customer price-sensitivity varies over time
- Simulated Moments Estimation of Markov Models of Asset Prices
- Dynamic Pricing Under a General Parametric Choice Model
- Tests of Equality Between Sets of Coefficients in Two Linear Regressions
- A Piecewise-Diffusion Model of New-Product Demands
- Relative Entropy, Exponential Utility, and Robust Dynamic Pricing
- Dynamic Pricing and Learning with Finite Inventories
- The asymptotic properties of ML estimators when sampling from associated populations
- Estimation of an Ergodic Diffusion from Discrete Observations
- Technical Note—Dynamic Pricing and Demand Learning with Limited Price Experimentation
- Optimal Monopolist Pricing Under Demand Uncertainty in Dynamic Markets
- Simple and Explicit Estimating Functions for a Discretely Observed Diffusion Process
- Optimal Pricing Under Diffusion-Choice Models
- Within-brand and cross-brand word-of-mouth for sequential multi-innovation diffusions
- Optimal Product Launch Times in a Duopoly: Balancing Life-Cycle Revenues with Product Cost
- Robust Control of Markov Decision Processes with Uncertain Transition Matrices
- Maximum Likelihood Estimation of Discretely Sampled Diffusions: A Closed-form Approximation Approach
- Estimation of Continuous-Time Markov Processes Sampled at Random Time Intervals
- Asymptotic Properties of Maximum Likelihood Estimators for the Independent Not Identically Distributed Case
- Capacity Investment with Demand Learning
- Chasing Demand: Learning and Earning in a Changing Environment
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