Modeling Internet firm survival using Bayesian dynamic models with time-varying coefficients

• Main Authors: BANERJEE, Sudipto, Kauffman, Robert J., WANG, Bin
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2007
• 主題: Bayesian statistics; Dynamic models; Duration modeling; E-commerce; Econometric analysis; Firm survival; Internet firms; Computer Sciences; E-Commerce
• 在線閱讀: https://ink.library.smu.edu.sg/sis_research/2131; http://dx.doi.org/10.1016/j.elerap.2006.06.004
• 機構: Singapore Management University

We showcase a Bayesian dynamic analysis and apply it to a study on the impact of a set of industry, firm and e-commerce-related factors on Internet firm survival. Through the use of one age-based and another calendar time-based dynamic Bayesian model, we are able to examine how the impact of these f...