How does Auto regressive neural network work?

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Lall B. Ramrattan

Dear Dhineshkumar,

One way is to use lagged independent variables in an ADLINE program. I attach a brief snippet on this.

Dhineshkumar Ramasubbu

Thank you for the input Lall B. Ramrattan.

@Lall B. Ramrattan can you please tell me how Autoregressive neural network is different from the LSTM networks?

I attach a paper by Stock and Watson that deals with tightly parameterized model such as LSTAR and a loosely parameterized model such as autoregressive neural network (AR-NN). The AR model is illustrated with single and two hidden layers, with various linear autoregressive models included and contrasted with other forecasting model. Hope this helps.