Skip to content

pyhong/A-small-study-in-PM2.5-with-R

Repository files navigation

A-small-study-in-PM2.5-with-R

PM2.5 with both Traditional Model and Machine-Learning. Algorithms used: ARMA-GARCH, VARX, State-Space Model and other machine learning algorithms.

####Here are the results with VARX and State-Space Model

Alt text

Alt text

Alt text

Alt text

Those machine learning algorithms perform poorly on PM2.5 dataset of Guangzhou.

About

PM2.5 with both Traditional Model and Machine-Learning

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages