Sign-Simplicity-Regression-Solver

Documentation for package ‘sisireg’ version 1.1.1

axe	Data model for the AxE-Model (Axiomatic Econometric Modeling Paradigm)
axe_narch_model	implementation of the AxE model based on the ssr-MLP
axe_narch_predict	Prediction function for the AxE-NARCH model
fii_model	Factor-wise Influence Indicator (Model-fii) for a given ssrmlp model
fii_prediction	Factor-wise Influence Indicator (Prediction-fii) for a given ssrmlp model regarding a given input vector
onnx_load	Loading a ssrmlp model from ONNX file
onnx_save	Saving a ssrmlp model in onnx format to file
psplot	Partial Sum Plot
psplot3d	Partial Sum Plot for 2-dimensional coordinates
psplotnd	Partial Sum Plot for the multidimensional coordinates
psvalid	Partial Sum Validity Check
runvalid	Maximum Run Validity Check
snarch	S-NARCH Model
ssr	Onedimensional SSR-model calculation
ssr3d	3-dimensional SSR model
ssr3d_predict	3-dimensional SSR model prediction
ssrmlp_predict	Prediction function for the ssrMLP
ssrmlp_train	2-layer MLP with partial sum optimization
ssrnd	Multi-dimensional SSR model
ssrnd_predict	Prediction function for the multi-dimensional SSR model
ssr_predict	SSR model Prediction
tauM	Trend-based Correlation