Particle swarm optimization with Applications to Maximum Likelihood Estimation and Penalized Negative Binomial Regression

Sisi Shao, Junhyung Park, Weng Kee Wong

General purpose optimization routines such as nlminb, optim (R) or nlmixed (SAS) are frequently used to estimate model parameters in nonstandard distributions. This paper presents…