Module Expr Str Assign NameStore Str Assign NameStore Str Assign NameStore NameLoad Assign NameStore Str Assign NameStore Str Assign NameStore NameLoad Assign NameStore Str Import alias identifier ImportFrom alias identifier ImportFrom alias alias FunctionDef arguments args defaults body Expr Str Assign NameStore Call NameLoad Return Call AttributeLoad NameLoad attr NameLoad keyword Num keyword NameLoad decorator_list FunctionDef arguments args defaults body Expr Str Assign NameStore Call NameLoad Return Call AttributeLoad NameLoad attr NameLoad keyword Num keyword NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Call NameLoad NameLoad With Call NameLoad BinOpAdd NameLoad Str Str NameStore body Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword Str keyword NameLoad keyword NameLoad keyword TupleLoad Num Num Num Num Return NameLoad decorator_list
N/A N/A Spector and Mazzeo (1980) - Program Effectiveness Data N/A __docformat__ restructuredtext N/A COPYRIGHT Used with express permission of the original author, who
retains all rights.  N/A TITLE __doc__ N/A SOURCE 
http://pages.stern.nyu.edu/~wgreene/Text/econometricanalysis.htm

The raw data was downloaded from Bill Greene's Econometric Analysis web site,
though permission was obtained from the original researcher, Dr. Lee Spector,
Professor of Economics, Ball State University. N/A DESCRSHORT Experimental data on the effectiveness of the personalized
system of instruction (PSI) program N/A DESCRLONG DESCRSHORT N/A NOTE ::

    Number of Observations - 32

    Number of Variables - 4

    Variable name definitions::

        Grade - binary variable indicating whether or not a student's grade
                improved.  1 indicates an improvement.
        TUCE  - Test score on economics test
        PSI   - participation in program
        GPA   - Student's grade point average
 N/A numpy np statsmodels.datasets utils du os.path dirname abspath load N/A N/A N/A N/A N/A 
    Load the Spector dataset and returns a Dataset class instance.

    Returns
    -------
    Dataset instance:
        See DATASET_PROPOSAL.txt for more information.
     N/A data N/A _get_data N/A N/A N/A du process_recarray data endog_idx 3 dtype float N/A load_pandas N/A N/A N/A N/A N/A 
    Load the Spector dataset and returns a Dataset class instance.

    Returns
    -------
    Dataset instance:
        See DATASET_PROPOSAL.txt for more information.
     N/A data N/A _get_data N/A N/A N/A du process_recarray_pandas data endog_idx 3 dtype float N/A _get_data N/A N/A N/A N/A N/A filepath N/A dirname N/A abspath __file__ N/A N/A open N/A filepath /spector.csv rb f N/A N/A data N/A N/A np recfromtxt f delimiter names True dtype float usecols N/A 1 2 3 4 N/A data N/A