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Time and memory efficient estimation of multinomial logit models using maximum likelihood method. Numerical optimization performed by Newton-Raphson method using an optimized, parallel C++ library to achieve fast computation of Hessian matrices. Motivated by large scale multiclass classification problems in econometrics and machine learning.
Package details |
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Author | Asad Hasan, Wang Zhiyu, Alireza S. Mahani |
Maintainer | Asad Hasan <asadhasan32@gmail.com> |
License | GPL (>= 2) |
Version | 1.2.6 |
Package repository | View on CRAN |
Installation |
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