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EventDetectR (version 0.3.5)

model_NeuralNetwork: Fitting Neuralnet Models

Description

Fitting Neuralnet Models

Usage

model_NeuralNetwork(x, control)

Arguments

x

data

control

control list with settings

Value

fitted multivariate neural network model

Details

Multivariate Neuralnetwork model is formulated for each of the parameter using its own lagged values and rest of all parameters involved. For instance, considering 3 parameters 'p1', 'p2', 'p3', the value of 'p1' at time step 'i' is calclated as p1[i] = p2[i] + p3[i] + p1[i-1] It is recommended to activate the normalization of the data.