neighbayes.dgp.simulate_slx¶

neighbayes.dgp.simulate_slx(n=None, W=None, gdf=None, beta1=None, beta2=None, sigma=1.0, err_hetero=False, rng=None, seed=None, contiguity='queen', create_gdf=False, geometry_type='polygon')[source]¶

Simulate data from SLX DGP y = X beta1 + W X_no_intercept beta2 + eps.

Returns:¶

Keys: y, X, W_dense, W_graph, params_true.

Return type:¶

dict