/Multipar

Multi-Parameter Density Estimation

Primary LanguagePython

Multipar

Multi-Parameter Density Estimation

Abstract

Modelling the statistical relationship between an independent variable X and its dependent variable Y. In density estimation, instead of predicting a specific y for each x, we predicted the conditional probability of y given x: P(y|x).

Models

    1. Generalized Linear Model(GLM).
    1. Neural Network(NN).
    1. Gradient Boosting Machine(GBM).