def load(as_pandas=None): """Load the texas data and returns a Dataset class. Parameters ---------- as_pandas : bool Flag indicating whether to return pandas DataFrames and Series or numpy recarrays and arrays. If True, returns pandas. Returns ------- Dataset See DATASET_PROPOSAL.txt for more information. """ return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None): """Load the anes96 data and returns a Dataset class. 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. """ return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None): """ Load the star98 data and returns 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 ------- Load instance: a class of the data with array attrbutes 'endog' and 'exog' """ return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None): """ Load the statecrime 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. """ return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas, retain_index=True)
def load(as_pandas=None): """ Load the El Nino data and return a Dataset class. Parameters ---------- as_pandas : bool Flag indicating whether to return pandas DataFrames and Series or numpy recarrays and arrays. If True, returns pandas. Returns ------- Dataset See DATASET_PROPOSAL.txt for more information. Notes ----- The elnino Dataset instance does not contain endog and exog attributes. """ return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None): """ Load the EU Electrical Equipment manufacturing data into a Dataset class 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. Notes ----- The Dataset instance does not contain endog and exog attributes. """ return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None): """ Load the El Nino data and return a Dataset class. 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. Notes ----- The elnino Dataset instance does not contain endog and exog attributes. """ return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None): """ Loads the RAND HIE data and returns a Dataset class. Parameters ---------- as_pandas : bool Flag indicating whether to return pandas DataFrames and Series or numpy recarrays and arrays. If True, returns pandas. Returns ------- Dataset See DATASET_PROPOSAL.txt for more information. Notes ----- endog - response variable, mdvis exog - design """ return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None): """ Loads the RAND HIE data and returns a Dataset class. 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. Notes ----- endog - response variable, mdvis exog - design """ return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None): """ Loads the Grunfeld data and returns a Dataset class. Parameters ---------- as_pandas : bool Flag indicating whether to return pandas DataFrames and Series or numpy recarrays and arrays. If True, returns pandas. Returns ------- Dataset See DATASET_PROPOSAL.txt for more information. Notes ----- raw_data has the firm variable expanded to dummy variables for each firm (ie., there is no reference dummy) """ return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None): """ Loads the Grunfeld data and returns a Dataset class. 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. Notes ----- raw_data has the firm variable expanded to dummy variables for each firm (ie., there is no reference dummy) """ return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None): """ Load the yearly sunspot data and returns a data class. 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. Notes ----- This dataset only contains data for one variable, so the attributes data, raw_data, and endog are all the same variable. There is no exog attribute defined. """ return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)