Modeling and Forecasting Online Auction Prices: A Semiparametric Regression Analysis

Author:

Chan Ngai Hang12,Liu Wei Wei3

Affiliation:

1. School of Statistics; Southwestern University of Finance and Economics; Chengdu China

2. Department of Statistics; Chinese University of Hong Kong; Shatin NT Hong Kong

3. School of Mathematics and Statistics; Lanzhou University; China

Funder

General Research Fund of HKSAR-RGC-GRF

Theme-Based Research Fund of HKSAR-RGC-TRF

Fundamental Research Funds for the Central Universities

Publisher

Wiley

Subject

Management Science and Operations Research,Statistics, Probability and Uncertainty,Strategy and Management,Computer Science Applications,Modeling and Simulation

Reference17 articles.

1. Statistical Models Based on Counting Processes

2. Forecasting on-line auctions via self-exciting point processes;Chan;Journal of Forecasting,2014

3. Jump bidding strategies in internet auctions;Easley;Management Science,2004

4. Ghani R Simonns H 2004 Predicting the end-price of on-line auctions.

5. Statistical Methods in e-Commerce Research

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1. Estimating Distribution of End Prices Using Hierarchical Bayes Model in B2B Luxury Brand Goods Auctions;Transactions of the Japanese Society for Artificial Intelligence;2021-09-01

2. Data driven design for online industrial auctions;Annals of Mathematics and Artificial Intelligence;2021-01-05

3. Modeling eBay price using stochastic differential equations;Journal of Forecasting;2018-10-18

4. A prediction approach for precise marketing based on ARIMA-ARCH Model: A case of China Mobile;Communications in Statistics - Theory and Methods;2018-01-02

5. Modeling and Forecasting Online Auction Prices: A Semiparametric Regression Analysis;Journal of Forecasting;2016-05-19

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