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 d d
  Z d   Z d   Z d S(   s   Name of dataset.i˙˙˙˙(   t   utilst   restructuredtexts   This is public domain.s"   Engel (1857) food expenditure datase  
This dataset was used in Koenker and Bassett (1982) and distributed alongside
the ``quantreg`` package for R.

Koenker, R. and Bassett, G (1982) Robust Tests of Heteroscedasticity based on
Regression Quantiles; Econometrica 50, 43-61.

Roger Koenker (2012). quantreg: Quantile Regression. R package version 4.94.
http://CRAN.R-project.org/package=quantreg
s   Engel food expenditure data.sU   Data on income and food expenditure for 235 working class households in 1857 Belgium.sÝ   ::

    Number of observations: 235
    Number of variables: 2
    Variable name definitions:
        income - annual household income (Belgian francs)
        foodexp - annual household food expenditure (Belgian francs)
c         C   s   t  j t   d |  S(   s^  
    Load the data and return a Dataset class instance.

    Parameters
    ----------
    as_pandas : bool
        Flag indicating whether to return pandas DataFrames and Series
        or numpy recarrays and arrays.  If True, returns pandas.

    Returns
    -------
    Dataset instance:
        See DATASET_PROPOSAL.txt for more information.
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