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.
|Author||Asad Hasan, Wang Zhiyu, Alireza S. Mahani|
|Date of publication||2016-11-08 10:56:49|
|Maintainer||Asad Hasan <email@example.com>|
|License||GPL (>= 2)|
|Package repository||View on CRAN|
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