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Merge branch 'pysal_gwr' of github.com:TaylorOshan/crankshaft into pysal_gwr

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Andy Eschbacher
2016-11-29 11:58:12 -05:00
parent a84806e820 4a1efc4e3c
commit a9b7d2a9cc
1 changed files with 8 additions and 4 deletions
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12
src/py/crankshaft/crankshaft/regression/gwr_cs.py
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@@ -3,6 +3,7 @@ from gwr.base.gwr import GWR
from gwr.base.sel_bw import Sel_BW
import plpy
import crankshaft.pysal_utils as pu
import json
def gwr(subquery, dep_var, ind_vars,
@@ -72,10 +73,13 @@ def gwr(subquery, dep_var, ind_vars,
residuals = model.resid_response
r_squared = model.localR2
for n, row in enumerate(Y):
coefficients.append({var: model.params[n,k] for k, var in enumerate(ind_vars)})
stand_errs.append({var: model.bse[n,k] for k, var in enumerate(ind_vars)})
t_vals.append({var: model.tvalues[n,k] for k, var in enumerate(ind_vars)})
for idx in xrange(n):
coefficients.append(json.dumps({var: model.params[idx,k] for k, var in
enumerate(ind_vars)}))
stand_errs.append(json.dumps({var: model.bse[idx,k] for k, var in
enumerate(ind_vars)}))
t_vals.append(json.dumps({var: model.tvalues[idx,k] for k, var in
enumerate(ind_vars)}))
plpy.notice(str(zip(coefficients, stand_errs, t_vals, predicted, residuals, r_squared, rowid)))
return zip(coefficients, stand_errs, t_vals, predicted, residuals, r_squared, rowid)