Module Expr Str ImportFrom alias Import alias identifier ImportFrom alias alias alias ImportFrom alias alias alias alias alias alias alias alias alias alias alias alias alias alias alias alias alias alias FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr Num attr Num Num Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num Expr Call NameLoad Call NameLoad NameLoad NameLoad BinOpMult Num Call AttributeLoad NameLoad attr Num Expr Call NameLoad Call NameLoad NameLoad NameLoad keyword Num BinOpMult Num Call AttributeLoad NameLoad attr Num Expr Call NameLoad Call NameLoad NameLoad NameLoad keyword NameLoad Num Expr Call NameLoad Call NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Num Expr Call NameLoad Call NameLoad NameLoad NameLoad keyword Num Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Expr Call NameLoad Call NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Num Expr Call NameLoad Call NameLoad NameLoad NameLoad keyword Num Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Expr Call NameLoad Call NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Num Expr Call NameLoad Call NameLoad NameLoad NameLoad keyword Num Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Expr Call NameLoad Call NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Num Expr Call NameLoad Call NameLoad NameLoad NameLoad keyword Num Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Expr Call NameLoad Call NameLoad NameLoad NameLoad keyword Num Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Num Expr Call NameLoad Call NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Num Expr Call NameLoad Call NameLoad NameLoad NameLoad keyword Num Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Expr Call NameLoad Call NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Num Expr Call NameLoad Call NameLoad NameLoad NameLoad keyword Num Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Expr Call NameLoad Call NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Num Expr Call NameLoad Call NameLoad NameLoad NameLoad keyword Num Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Expr Call NameLoad Call NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Num Expr Call NameLoad Call NameLoad NameLoad NameLoad keyword Num Call AttributeLoad NameLoad attr ListLoad Num Num Num Num decorator_list FunctionDef arguments args defaults body Assign NameStore ListLoad NameLoad NameLoad NameLoad NameLoad Assign NameStore ListLoad NameLoad NameLoad NameLoad NameLoad For TupleStore NameStore NameStore Call NameLoad NameLoad NameLoad body Expr Call NameLoad CompareEq AttributeLoad Call NameLoad Call AttributeLoad NameLoad attr Num Num Num attr AttributeLoad NameLoad attr keyword Call NameLoad NameLoad Expr Call NameLoad CompareEq AttributeLoad Call NameLoad Call AttributeLoad NameLoad attr Num Num Num attr AttributeLoad NameLoad attr keyword Call NameLoad NameLoad Expr Call NameLoad BinOpDiv Call NameLoad BinOpMult BinOpDiv Num Num Call AttributeLoad NameLoad attr Num Num Num Num Call NameLoad Num Num Num keyword Num Expr Call NameLoad Call NameLoad Call AttributeLoad NameLoad attr Num Num Num keyword NameLoad Call NameLoad Num Num Num keyword Num Assign TupleStore NameStore NameStore TupleLoad Num Num Expr Call NameLoad Call NameLoad Num Num Num BinOpMult Num NameLoad keyword Num Expr Call NameLoad Call NameLoad Num Num Num BinOpAdd Call NameLoad Num NameLoad NameLoad BinOpDiv BinOpMult BinOpMult Num NameLoad BinOpAdd NameLoad Num BinOpSub BinOpSub NameLoad NameLoad Num keyword Num Expr Call NameLoad Call NameLoad Num Num Num BinOpMult Call AttributeLoad NameLoad attr NameLoad NameLoad keyword Num Expr Call NameLoad Call NameLoad Num Num Num BinOpMult BinOpMult Num Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad NameLoad keyword Num decorator_list If CompareEq NameLoad Str body Expr Call NameLoad Expr Call NameLoad
N/A N/A 
Created on Tue Nov 08 22:28:48 2011

@author: josef
 statsmodels.compat.python zip N/A numpy np numpy.testing assert_equal assert_almost_equal assert_ statsmodels.tools.eval_measures maxabs meanabs medianabs medianbias mse rmse stde vare aic aic_sigma aicc aicc_sigma bias bic bic_sigma hqic hqic_sigma iqr test_eval_measures N/A N/A N/A N/A N/A x N/A N/A N/A N/A np arange 20 reshape 4 5 N/A y N/A N/A np ones N/A 4 5 N/A N/A assert_equal N/A iqr x y N/A 5 N/A N/A np ones 5 N/A N/A assert_equal N/A iqr x y axis 1 N/A 2 N/A N/A np ones 4 N/A N/A assert_equal N/A iqr x y axis None 9 N/A N/A assert_equal N/A mse x y N/A N/A np array N/A 73.5 87.5 103.5 121.5 141.5 N/A N/A assert_equal N/A mse x y axis 1 N/A N/A np array N/A 3.0 38.0 123.0 258.0 N/A N/A assert_almost_equal N/A rmse x y N/A N/A np array N/A 8.5732141 9.35414347 10.17349497 11.02270384 11.89537725 N/A N/A assert_almost_equal N/A rmse x y axis 1 N/A N/A np array N/A 1.73205081 6.164414 11.09053651 16.0623784 N/A N/A assert_equal N/A maxabs x y N/A N/A np array N/A 14.0 15.0 16.0 17.0 18.0 N/A N/A assert_equal N/A maxabs x y axis 1 N/A N/A np array N/A 3.0 8.0 13.0 18.0 N/A N/A assert_equal N/A meanabs x y N/A N/A np array N/A 7.0 7.5 8.5 9.5 10.5 N/A N/A assert_equal N/A meanabs x y axis 1 N/A N/A np array N/A 1.4 6.0 11.0 16.0 N/A N/A assert_equal N/A meanabs x y axis 0 N/A N/A np array N/A 7.0 7.5 8.5 9.5 10.5 N/A N/A assert_equal N/A medianabs x y N/A N/A np array N/A 6.5 7.5 8.5 9.5 10.5 N/A N/A assert_equal N/A medianabs x y axis 1 N/A N/A np array N/A 1.0 6.0 11.0 16.0 N/A N/A assert_equal N/A bias x y N/A N/A np array N/A 6.5 7.5 8.5 9.5 10.5 N/A N/A assert_equal N/A bias x y axis 1 N/A N/A np array N/A 1.0 6.0 11.0 16.0 N/A N/A assert_equal N/A medianbias x y N/A N/A np array N/A 6.5 7.5 8.5 9.5 10.5 N/A N/A assert_equal N/A medianbias x y axis 1 N/A N/A np array N/A 1.0 6.0 11.0 16.0 N/A N/A assert_equal N/A vare x y N/A N/A np array N/A 31.25 31.25 31.25 31.25 31.25 N/A N/A assert_equal N/A vare x y axis 1 N/A N/A np array N/A 2.0 2.0 2.0 2.0 N/A test_ic N/A N/A N/A N/A N/A ics N/A aic aicc bic hqic N/A ics_sig N/A aic_sigma aicc_sigma bic_sigma hqic_sigma N/A N/A ic ic_sig N/A zip ics ics_sig N/A N/A N/A assert_ N/A N/A N/A ic N/A N/A np array 2 10 2 dtype N/A np float msg N/A repr ic N/A N/A assert_ N/A N/A N/A ic_sig N/A N/A np array 2 10 2 dtype N/A np float msg N/A repr ic_sig N/A N/A assert_almost_equal N/A N/A ic N/A N/A -10.0 2.0 N/A N/A np log 2.0 10 2 10 N/A ic_sig 2 10 2 decimal 14 N/A N/A assert_almost_equal N/A ic_sig N/A N/A np log 2.0 10 2 islog True N/A ic_sig 2 10 2 decimal 14 N/A N/A n k N/A 10 2 N/A N/A assert_almost_equal N/A aic 0 10 2 N/A 2 k decimal 14 N/A N/A assert_almost_equal N/A aicc 0 10 2 N/A N/A aic 0 n k N/A N/A N/A 2 k N/A k 1.0 N/A N/A n k 1.0 decimal 14 N/A N/A assert_almost_equal N/A bic 0 10 2 N/A N/A N/A np log n k decimal 14 N/A N/A assert_almost_equal N/A hqic 0 10 2 N/A N/A 2 N/A N/A np log N/A N/A np log n k decimal 14 N/A N/A N/A __name__ __main__ N/A N/A N/A test_eval_measures N/A N/A test_ic