NEURAL NETWORKS TIME SERIES FORECAASTING

Questions and discussions on Time Series Analysis
curiousresearcher
Posts: 41
Joined: Sun May 19, 2019 9:56 pm

NEURAL NETWORKS TIME SERIES FORECAASTING

Unread post by curiousresearcher »

Hi,

Can we do neural network stock market price predictions etc using RATS ?

This is a major upcoming area over the normal GARCH techniques
PeterF
Posts: 63
Joined: Thu Apr 12, 2012 2:03 pm

Re: NEURAL NETWORKS TIME SERIES FORECAASTING

Unread post by PeterF »

hi curiousresearcher,

yes, it is possible to predict timer series with neural networks in RATS and it is quite easy. There are two instructions NNLearn and NNTest, which are required to train the model and to produce the fitted values. An example is provided with neural.rpf program file. More information can be found in chapter 13.3 of the RATS user guide.

Best regards
PeterF
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