Module ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias FunctionDef arguments args NameParam NameParam NameParam NameParam defaults NameLoad NameLoad NameLoad body Assign NameStore AttributeLoad NameLoad attr If BoolOpAnd CompareIs NameLoad NameLoad CompareIs NameLoad NameLoad body Assign NameStore NameLoad orelse If CompareIs NameLoad NameLoad body Assign NameStore SubscriptLoad NameLoad Slice NameLoad orelse If CompareIs NameLoad NameLoad body Assign NameStore SubscriptLoad NameLoad Slice UnaryOpUSub NameLoad orelse Assign NameStore SubscriptLoad NameLoad Slice NameLoad UnaryOpUSub NameLoad If Call NameLoad NameLoad Str body If CompareIs NameLoad NameLoad body Assign NameStore AttributeLoad NameLoad attr Return Lambda arguments args NameParam defaults Call AttributeLoad NameLoad attr NameLoad keyword NameLoad keyword NameLoad orelse If CompareIs NameLoad NameLoad body Assign NameStore AttributeLoad NameLoad attr Return Lambda arguments args NameParam defaults Call AttributeLoad NameLoad attr NameLoad keyword NameLoad keyword NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults NameLoad NameLoad body Expr Str If Call NameLoad NameLoad NameLoad body Return Call NameLoad NameLoad NameLoad NameLoad orelse Return decorator_list FunctionDef arguments args NameParam NameParam defaults NameLoad body If Call NameLoad NameLoad NameLoad body Assign NameStore AttributeLoad NameLoad attr Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore AttributeLoad NameLoad attr Return TupleLoad NameLoad NameLoad orelse Return TupleLoad Lambda arguments args NameParam defaults NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam defaults NameLoad NameLoad NameLoad vararg kwarg body FunctionDef arguments args NameParam defaults vararg kwarg body If UnaryOpNot Call NameLoad NameLoad NameLoad body Return Call NameLoad NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad Return NameLoad decorator_list Call NameLoad NameLoad Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam defaults NameLoad NameLoad NameLoad vararg kwarg body FunctionDef arguments args NameParam defaults vararg kwarg body If UnaryOpNot Call NameLoad NameLoad NameLoad body Return Call NameLoad NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad Return NameLoad decorator_list Call NameLoad NameLoad Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam defaults NameLoad NameLoad NameLoad vararg kwarg body Pass decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam defaults NameLoad NameLoad Str NameLoad vararg kwarg body Expr Str FunctionDef arguments args NameParam defaults vararg kwarg body If UnaryOpNot Call NameLoad NameLoad NameLoad body Return Call NameLoad NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad NameLoad NameLoad Assign NameStore AttributeLoad NameLoad attr Assign NameStore AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Dict NameLoad Call NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad Return NameLoad decorator_list Call NameLoad NameLoad Return NameLoad decorator_list FunctionDef arguments args NameParam defaults body Return NameLoad decorator_list FunctionDef arguments args NameParam defaults body Return AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Return AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Return SubscriptLoad NameLoad Index Str decorator_list Import alias identifier Import alias identifier FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore Call NameLoad NameLoad Expr Call AttributeLoad AttributeLoad NameLoad attr attr Call NameLoad AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad NameLoad Expr Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr keyword Call NameLoad Call NameLoad Str Str Assign NameStore Call NameLoad NameLoad keyword Call NameLoad Str Expr Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Call NameLoad NameLoad NameLoad decorator_list
N/A functools wraps statsmodels.tools.data _is_using_pandas statsmodels.tsa.base datetools statsmodels.tsa.tsatools freq_to_period _get_pandas_wrapper N/A N/A X trim_head trim_tail names N/A None None None N/A N/A index N/A X index N/A N/A N/A trim_head None N/A trim_tail None N/A N/A index index N/A N/A N/A trim_tail None N/A N/A index N/A index N/A trim_head N/A N/A N/A trim_head None N/A N/A index N/A index N/A N/A trim_tail N/A N/A index N/A index N/A trim_head N/A trim_tail N/A N/A hasattr X columns N/A N/A N/A names None N/A N/A names N/A X columns N/A N/A N/A N/A x N/A N/A N/A X __class__ x index index columns names N/A N/A N/A names None N/A N/A names N/A X name N/A N/A N/A N/A x N/A N/A N/A X __class__ x index index name names N/A _maybe_get_pandas_wrapper N/A N/A X trim_head trim_tail N/A None None N/A N/A 
    If using pandas returns a function to wrap the results, e.g., wrapper(X)
    trim is an integer for the symmetric truncation of the series in some
    filters.
    otherwise returns None
     N/A N/A _is_using_pandas X None N/A N/A N/A _get_pandas_wrapper X trim_head trim_tail N/A N/A N/A _maybe_get_pandas_wrapper_freq N/A N/A X trim N/A None N/A N/A N/A _is_using_pandas X None N/A N/A index N/A X index N/A func N/A _get_pandas_wrapper X trim N/A freq N/A index inferred_freq N/A N/A func freq N/A N/A N/A N/A N/A N/A x N/A x None N/A pandas_wrapper N/A N/A func trim_head trim_tail names N/A None None None args kwargs N/A new_func N/A N/A X N/A args kwargs N/A N/A N/A N/A _is_using_pandas X None N/A N/A N/A func X args kwargs N/A wrapper_func N/A _get_pandas_wrapper X trim_head trim_tail names N/A ret N/A func X args kwargs N/A ret N/A wrapper_func ret N/A ret N/A N/A wraps func N/A new_func N/A pandas_wrapper_bunch N/A N/A func trim_head trim_tail names N/A None None None args kwargs N/A new_func N/A N/A X N/A args kwargs N/A N/A N/A N/A _is_using_pandas X None N/A N/A N/A func X args kwargs N/A wrapper_func N/A _get_pandas_wrapper X trim_head trim_tail names N/A ret N/A func X args kwargs N/A ret N/A wrapper_func ret N/A ret N/A N/A wraps func N/A new_func N/A pandas_wrapper_predict N/A N/A func trim_head trim_tail columns N/A None None None args kwargs N/A N/A N/A pandas_wrapper_freq N/A N/A func trim_head trim_tail freq_kw columns N/A None None freq None args kwargs N/A N/A 
    Return a new function that catches the incoming X, checks if it's pandas,
    calls the functions as is. Then wraps the results in the incoming index.

    Deals with frequencies. Expects that the function returns a tuple,
    a Bunch object, or a pandas-object.
     new_func N/A N/A X N/A args kwargs N/A N/A N/A N/A _is_using_pandas X None N/A N/A N/A func X args kwargs N/A wrapper_func N/A _get_pandas_wrapper X trim_head trim_tail columns N/A index N/A X index N/A freq N/A index inferred_freq N/A N/A N/A kwargs update N/A freq_kw N/A freq_to_period freq N/A ret N/A func X args kwargs N/A ret N/A wrapper_func ret N/A ret N/A N/A wraps func N/A new_func N/A dummy_func N/A N/A X N/A N/A N/A X N/A dummy_func_array N/A N/A X N/A N/A N/A N/A X values N/A dummy_func_pandas_columns N/A N/A X N/A N/A N/A N/A X values N/A dummy_func_pandas_series N/A N/A X N/A N/A N/A N/A X N/A A N/A N/A pandas pd N/A numpy np test_pandas_freq_decorator N/A N/A N/A N/A N/A X N/A N/A N/A N/A pd util testing makeDataFrame N/A func N/A pandas_wrapper dummy_func N/A N/A N/A N/A np testing assert_equal N/A func N/A X values X N/A func N/A pandas_wrapper dummy_func_array N/A N/A N/A N/A N/A pd util testing assert_frame_equal N/A func X X N/A expected N/A N/A X rename columns N/A dict N/A zip ABCD EFGH N/A func N/A pandas_wrapper dummy_func_array names N/A list EFGH N/A N/A N/A N/A N/A pd util testing assert_frame_equal N/A func X expected N/A