def makeNonFarmerHist(stdPerm, stdTran, numAgents, numPeriods):
NonFarmerParams = {
'BoroCnstArt': 0.0,
'CRRA': np.inf,
'CubicBool': True,
'DiscFac': 0.5,
'IncUnemp': 0.0,
'IncUnempRet': 0.0,
'LivPrb': [0.98],
'Nagents': 100,
'PermGroFac': [1.01],
'PermShkCount': 20,
'PermShkStd': [stdPerm],
'Rfree': 1.0,
'T_retire': 0,
'T_total': 1,
'TranShkCount': numAgents,
'TranShkStd': [stdTran],
'UnempPrb': 0.0,
'UnempPrbRet': 0.00,
'aXtraCount': 12,
'aXtraExtra': [None],
'aXtraMax': 20,
'aXtraMin': 0.001,
'aXtraNestFac': 3,
'tax_rate': 0.0,
'vFuncBool': False
}
PerfForNonFarmer = PerfForesightConsumerType(**NonFarmerParams)
PerfForNonFarmer.solve()
NonFarmer = IndShockConsumerType(**NonFarmerParams)
NonFarmer.solution = copy.deepcopy(PerfForNonFarmer.solution)
NonFarmer.addToTimeVary('solution')
NonFarmer.sim_periods = numPeriods
NonFarmer.initializeSim(sim_prds=NonFarmer.sim_periods)
NonFarmer.makeIncShkHist()
NonFarmer.simConsHistory()
NonFarmer.IncHist = np.multiply(NonFarmer.PermShkHist,
NonFarmer.TranShkHist)
NonFarmer.IncHist = np.reshape(
NonFarmer.IncHist, (NonFarmer.Nagents * NonFarmer.sim_periods, 1))
NonFarmer.cHist = np.reshape(
NonFarmer.cHist, (NonFarmer.Nagents * NonFarmer.sim_periods, 1))
NonFarmer.IncHist = list(itertools.chain.from_iterable(NonFarmer.IncHist))
NonFarmer.cHist = list(itertools.chain.from_iterable(NonFarmer.cHist))
return (NonFarmer.IncHist, NonFarmer.cHist)
