1import numpy as np 2 3from statsmodels.tools.tools import Bunch 4 5cov_clu_stata = np.array([ 6 .00025262993207, 7 -.00065043385106, 8 .20961897960949, 9 -.00065043385106, 10 .00721940994738, 11 -1.2171040967615, 12 .20961897960949, 13 -1.2171040967615, 14 417.18890043724]).reshape(3, 3) 15 16cov_pnw0_stata = np.array([ 17 .00004638910396, 18 -.00006781406833, 19 -.00501232990882, 20 -.00006781406833, 21 .00238784043122, 22 -.49683062350622, 23 -.00501232990882, 24 -.49683062350622, 25 133.97367476797]).reshape(3, 3) 26 27cov_pnw1_stata = np.array([ 28 .00007381482253, 29 -.00009936717692, 30 -.00613513582975, 31 -.00009936717692, 32 .00341979122583, 33 -.70768252183061, 34 -.00613513582975, 35 -.70768252183061, 36 197.31345000598]).reshape(3, 3) 37 38cov_pnw4_stata = np.array([ 39 .0001305958131, 40 -.00022910455176, 41 .00889686530849, 42 -.00022910455176, 43 .00468152667913, 44 -.88403667445531, 45 .00889686530849, 46 -.88403667445531, 47 261.76140136858]).reshape(3, 3) 48 49cov_dk0_stata = np.array([ 50 .00005883478135, 51 -.00011241470772, 52 -.01670183921469, 53 -.00011241470772, 54 .00140649264687, 55 -.29263014921586, 56 -.01670183921469, 57 -.29263014921586, 58 99.248049966902]).reshape(3, 3) 59 60cov_dk1_stata = np.array([ 61 .00009855800275, 62 -.00018443722054, 63 -.03257408922788, 64 -.00018443722054, 65 .00205106413403, 66 -.3943459697384, 67 -.03257408922788, 68 -.3943459697384, 69 140.50692606398]).reshape(3, 3) 70 71cov_dk4_stata = np.array([ 72 .00018052657317, 73 -.00035661054613, 74 -.06728261073866, 75 -.00035661054613, 76 .0024312795189, 77 -.32394785247278, 78 -.06728261073866, 79 -.32394785247278, 80 148.60456447156]).reshape(3, 3) 81 82 83results = Bunch( 84 cov_clu_stata=cov_clu_stata, 85 cov_pnw0_stata=cov_pnw0_stata, 86 cov_pnw1_stata=cov_pnw1_stata, 87 cov_pnw4_stata=cov_pnw4_stata, 88 cov_dk0_stata=cov_dk0_stata, 89 cov_dk1_stata=cov_dk1_stata, 90 cov_dk4_stata=cov_dk4_stata 91) 92