U md@sHdZddlmZdZdZeZdZdZdZ dZ d d Z d d Z d dZ dS)z%RAND Health Insurance Experiment Data)utilsrestructuredtextzThis is in the public domain.a9 The data was collected by the RAND corporation as part of the Health Insurance Experiment (HIE). http://www.rand.org/health/projects/hie.html This data was used in:: Cameron, A.C. amd Trivedi, P.K. 2005. `Microeconometrics: Methods and Applications,` Cambridge: New York. And was obtained from: See randhie/src for the original data and description. The data included here contains only a subset of the original data. The data varies slightly compared to that reported in Cameron and Trivedi. z-The RAND Co. Health Insurance Experiment Dataa:: Number of observations - 20,190 Number of variables - 10 Variable name definitions:: mdvis - Number of outpatient visits to an MD lncoins - ln(coinsurance + 1), 0 <= coninsurance <= 100 idp - 1 if individual deductible plan, 0 otherwise lpi - ln(max(1, annual participation incentive payment)) fmde - 0 if idp = 1; ln(max(1, MDE/(0.01 coinsurance))) otherwise physlm - 1 if the person has a physical limitation disea - number of chronic diseases hlthg - 1 if self-rated health is good hlthf - 1 if self-rated health is fair hlthp - 1 if self-rated health is poor (Omitted category is excellent self-rated health) cCstS) Loads the RAND HIE data and returns a Dataset class. Returns ------- Dataset See DATASET_PROPOSAL.txt for more information. Notes ----- endog - response variable, mdvis exog - design ) load_pandasrrZ/home/sam/Atlas/atlas_env/lib/python3.8/site-packages/statsmodels/datasets/randhie/data.pyload2sr cCstjtddS)rr)Z endog_idx)duZprocess_pandas _get_datarrrrrCsrcCs ttdS)Nz randhie.csv)r Zload_csv__file__rrrrr Tsr N)__doc__Zstatsmodels.datasetsrr __docformat__Z COPYRIGHTZTITLEZSOURCEZ DESCRSHORTZ DESCRLONGNOTEr rr rrrrs