greeners 1.4.9

High-performance econometrics with R/Python formulas. Two-Way Clustering, Marginal Effects (AME/MEM), HC1-4, IV Predictions, Categorical C(var), Polynomial I(x^2), Interactions, Diagnostics. OLS, IV/2SLS, DiD, Logit/Probit, Panel (FE/RE), Time Series (VAR/VECM), Quantile!
Documentation
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key,value
ols_data.y.0,2.7598418828
ols_data.x1.0,0.4967141530
ols_data.x2.0,1.4092422497
ols_data.x3.0,3.2559378815
ols_data.y.1,-4.2679234158
ols_data.x1.1,-0.1382643012
ols_data.x2.1,8.0219698075
ols_data.x3.1,0.4129909527
ols_data.y.2,5.7554181106
ols_data.x1.2,0.6476885381
ols_data.x2.2,0.7455064368
ols_data.x3.2,4.4616268105
ols_data.y.3,-2.5906642874
ols_data.x1.3,1.5230298564
ols_data.x2.3,9.8688693660
ols_data.x3.3,1.5501998039
ols_data.y.4,-4.2078350718
ols_data.x1.4,-0.2341533747
ols_data.x2.4,7.7224476930
ols_data.x3.4,3.2946965826
ols_data.y.5,3.4261562238
ols_data.x1.5,-0.2341369569
ols_data.x2.5,1.9871568153
ols_data.x3.5,4.5284852986
ols_data.y.6,4.1139174321
ols_data.x1.6,1.5792128155
ols_data.x2.6,0.0552211712
ols_data.x3.6,0.7654614328
ols_data.y.7,-1.5455585278
ols_data.x1.7,0.7674347292
ols_data.x2.7,8.1546142845
ols_data.x3.7,0.2331843202
ols_data.y.8,-4.4795199349
ols_data.x1.8,-0.4694743859
ols_data.x2.8,7.0685734385
ols_data.x3.8,0.5173734923
ols_data.y.9,0.8637420213
ols_data.x1.9,0.5425600436
ols_data.x2.9,7.2900716804
ols_data.x3.9,1.1141153855
ols_data.y.10,-3.3363395246
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ols_data.x3.10,3.4076594533
ols_data.y.11,3.1973008533
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ols_data.x2.11,0.7404465173
ols_data.x3.11,3.9426899438
ols_data.y.12,1.7224698142
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ols_data.x2.12,3.5846572854
ols_data.x3.12,0.0139528184
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ols_data.x2.13,1.1586905953
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ols_data.x2.14,8.6310342588
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ols_data.x2.17,0.6355835029
ols_data.x3.17,0.8238171597
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ols_data.x2.18,3.1098232172
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ols_data.x2.19,3.2518332203
ols_data.x3.19,0.7807676058
ols_data.y.20,-1.7623495339
ols_data.x1.20,1.4656487689
ols_data.x2.20,7.2960617834
ols_data.x3.20,1.4629056115
ols_data.y.21,-3.2057221643
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ols_data.x2.21,6.3755747136
ols_data.x3.21,2.4281739538
ols_data.y.22,-2.7615227862
ols_data.x1.22,0.0675282047
ols_data.x2.22,8.8721274258
ols_data.x3.22,0.9039489979
ols_data.y.23,1.0984334675
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ols_data.x2.23,4.7221492516
ols_data.x3.23,7.1355962766
ols_data.y.24,4.8844210858
ols_data.x1.24,-0.5443827245
ols_data.x2.24,1.1959424594
ols_data.x3.24,6.5640197291
ols_data.y.25,-1.7298408040
ols_data.x1.25,0.1109225897
ols_data.x2.25,7.1324478722
ols_data.x3.25,0.5801225900
ols_data.y.26,-5.1451485590
ols_data.x1.26,-1.1509935774
ols_data.x2.26,7.6078504862
ols_data.x3.26,1.3753185569
ols_data.y.27,-0.2203595472
ols_data.x1.27,0.3756980183
ols_data.x2.27,5.6127719757
ols_data.x3.27,0.7158609202
ols_data.y.28,-3.2938370882
ols_data.x1.28,-0.6006386899
ols_data.x2.28,7.7096717995
ols_data.x3.28,0.6704993528
ols_data.y.29,-2.4218480449
ols_data.x1.29,-0.2916937498
ols_data.x2.29,4.9379559636
ols_data.x3.29,0.0751689555
ols_data.y.30,1.6547312843
ols_data.x1.30,-0.6017066122
ols_data.x2.30,5.2273282938
ols_data.x3.30,1.8809841420
ols_data.y.31,3.7673581441
ols_data.x1.31,1.8522781845
ols_data.x2.31,4.2754101836
ols_data.x3.31,1.3970392657
ols_data.y.32,1.0422969905
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ols_data.x2.32,0.2541912674
ols_data.x3.32,0.1057021748
ols_data.y.33,1.8617585246
ols_data.x1.33,-1.0577109290
ols_data.x2.33,1.0789142699
ols_data.x3.33,0.6532518420
ols_data.y.34,4.9092223284
ols_data.x1.34,0.8225449121
ols_data.x2.34,0.3142918569
ols_data.x3.34,4.7777219022
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ols_data.x1.35,-1.2208436500
ols_data.x2.35,6.3641041126
ols_data.x3.35,0.5477211043
ols_data.y.36,2.6928717734
ols_data.x1.36,0.2088635950
ols_data.x2.36,3.1435598108
ols_data.x3.36,0.3130617220
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ols_data.x2.37,5.0857069116
ols_data.x3.37,1.3445442189
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ols_data.x1.38,-1.3281860489
ols_data.x2.38,9.0756647393
ols_data.x3.38,8.4880739652
ols_data.y.39,2.1972702246
ols_data.x1.39,0.1968612359
ols_data.x2.39,2.4929222915
ols_data.x3.39,0.5542896271
ols_data.y.40,3.1728817360
ols_data.x1.40,0.7384665800
ols_data.x2.40,4.1038292304
ols_data.x3.40,2.2303100206
ols_data.y.41,1.4917204137
ols_data.x1.41,0.1713682812
ols_data.x2.41,7.5555113854
ols_data.x3.41,2.8677752525
ols_data.y.42,0.8993932508
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ols_data.x2.42,2.2879816549
ols_data.x3.42,0.5426663447
ols_data.y.43,2.1046498599
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ols_data.x2.43,0.7697990983
ols_data.x3.43,2.6054978570
ols_data.y.44,-2.4115434540
ols_data.x1.44,-1.4785219904
ols_data.x2.44,2.8975145291
ols_data.x3.44,0.9170455985
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ols_data.x1.45,-0.7198442084
ols_data.x2.45,1.6122128725
ols_data.x3.45,2.0010074955
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ols_data.x1.46,-0.4606387710
ols_data.x2.46,9.2969765234
ols_data.x3.46,2.0076756543
ols_data.y.47,-0.6001664850
ols_data.x1.47,1.0571222262
ols_data.x2.47,8.0812037956
ols_data.x3.47,1.5347704999
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ols_data.x1.48,0.3436182896
ols_data.x2.48,6.3340375651
ols_data.x3.48,0.1892583176
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ols_data.x1.49,-1.7630401554
ols_data.x2.49,8.7146059019
ols_data.x3.49,3.6072895885
ols_nonrobust.params.const,2.3703873997
ols_nonrobust.se.const,0.4203768119
ols_nonrobust.t.const,5.6387206252
ols_nonrobust.p.const,0.0000010041
ols_nonrobust.params.x1,1.5378930674
ols_nonrobust.se.x1,0.2084254240
ols_nonrobust.t.x1,7.3786251114
ols_nonrobust.p.x1,0.0000000025
ols_nonrobust.params.x2,-0.6938450858
ols_nonrobust.se.x2,0.0637761324
ols_nonrobust.t.x2,-10.8793848098
ols_nonrobust.p.x2,0.0000000000
ols_nonrobust.params.x3,0.5477937696
ols_nonrobust.se.x3,0.0988637530
ols_nonrobust.t.x3,5.5408959577
ols_nonrobust.p.x3,0.0000014038
ols_nonrobust.r_squared,0.8193765585
ols_nonrobust.adj_r_squared,0.8075967688
ols_nonrobust.f_statistic,69.5578258865
ols_nonrobust.log_likelihood,-83.4342160823
ols_nonrobust.aic,174.8684321646
ols_nonrobust.bic,182.5165241863
ols_nonrobust.sigma,1.3383487700
ols_nonrobust.n_obs,50.0000000000
ols_nonrobust.df_resid,46.0000000000
ols_hc1.se.const,0.3845343969
ols_hc1.t.const,6.1643052445
ols_hc1.p.const,0.0000000007
ols_hc1.se.x1,0.1989009943
ols_hc1.t.x1,7.7319526384
ols_hc1.p.x1,0.0000000000
ols_hc1.se.x2,0.0570207620
ols_hc1.t.x2,-12.1682885568
ols_hc1.p.x2,0.0000000000
ols_hc1.se.x3,0.0759728487
ols_hc1.t.x3,7.2103886945
ols_hc1.p.x3,0.0000000000
ols_hc3.se.const,0.4078327611
ols_hc3.t.const,5.8121554372
ols_hc3.p.const,0.0000000062
ols_hc3.se.x1,0.2120838306
ols_hc3.t.x1,7.2513452029
ols_hc3.p.x1,0.0000000000
ols_hc3.se.x2,0.0602841667
ols_hc3.t.x2,-11.5095741298
ols_hc3.p.x2,0.0000000000
ols_hc3.se.x3,0.0826452092
ols_hc3.t.x3,6.6282580046
ols_hc3.p.x3,0.0000000000
ols_normal.z.const,5.6387206252
ols_normal.p.const,0.0000000171
ols_normal.z.x1,7.3786251114
ols_normal.p.x1,0.0000000000
ols_normal.z.x2,-10.8793848098
ols_normal.p.x2,0.0000000000
ols_normal.z.x3,5.5408959577
ols_normal.p.x3,0.0000000301
ols_hc2.se.const,0.3872697088
ols_hc2.t.const,6.1207663446
ols_hc2.p.const,0.0000000009
ols_hc2.se.x1,0.2010661092
ols_hc2.t.x1,7.6486936229
ols_hc2.p.x1,0.0000000000
ols_hc2.se.x2,0.0573598234
ols_hc2.t.x2,-12.0963602172
ols_hc2.p.x2,0.0000000000
ols_hc2.se.x3,0.0773587593
ols_hc2.t.x3,7.0812119372
ols_hc2.p.x3,0.0000000000
ols_nw.se.const,0.2791958264
ols_nw.t.const,8.4900531288
ols_nw.p.const,0.0000000000
ols_nw.se.x1,0.2116028376
ols_nw.t.x1,7.2678281864
ols_nw.p.x1,0.0000000000
ols_nw.se.x2,0.0548938242
ols_nw.t.x2,-12.6397658650
ols_nw.p.x2,0.0000000000
ols_nw.se.x3,0.0666494276
ols_nw.t.x3,8.2190318701
ols_nw.p.x3,0.0000000000
ols_clustered.se.const,0.2439030912
ols_clustered.t.const,9.7185623527
ols_clustered.p.const,0.0000000000
ols_clustered.se.x1,0.2028650732
ols_clustered.t.x1,7.5808666486
ols_clustered.p.x1,0.0000000000
ols_clustered.se.x2,0.0603192923
ols_clustered.t.x2,-11.5028717867
ols_clustered.p.x2,0.0000000000
ols_clustered.se.x3,0.0535751114
ols_clustered.t.x3,10.2247807873
ols_clustered.p.x3,0.0000000000
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ols_data.cluster.1,0.0000000000
ols_data.cluster.2,0.0000000000
ols_data.cluster.3,0.0000000000
ols_data.cluster.4,0.0000000000
ols_data.cluster.5,1.0000000000
ols_data.cluster.6,1.0000000000
ols_data.cluster.7,1.0000000000
ols_data.cluster.8,1.0000000000
ols_data.cluster.9,1.0000000000
ols_data.cluster.10,2.0000000000
ols_data.cluster.11,2.0000000000
ols_data.cluster.12,2.0000000000
ols_data.cluster.13,2.0000000000
ols_data.cluster.14,2.0000000000
ols_data.cluster.15,3.0000000000
ols_data.cluster.16,3.0000000000
ols_data.cluster.17,3.0000000000
ols_data.cluster.18,3.0000000000
ols_data.cluster.19,3.0000000000
ols_data.cluster.20,4.0000000000
ols_data.cluster.21,4.0000000000
ols_data.cluster.22,4.0000000000
ols_data.cluster.23,4.0000000000
ols_data.cluster.24,4.0000000000
ols_data.cluster.25,5.0000000000
ols_data.cluster.26,5.0000000000
ols_data.cluster.27,5.0000000000
ols_data.cluster.28,5.0000000000
ols_data.cluster.29,5.0000000000
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ols_data.cluster.31,6.0000000000
ols_data.cluster.32,6.0000000000
ols_data.cluster.33,6.0000000000
ols_data.cluster.34,6.0000000000
ols_data.cluster.35,7.0000000000
ols_data.cluster.36,7.0000000000
ols_data.cluster.37,7.0000000000
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ols_data.cluster.39,7.0000000000
ols_data.cluster.40,8.0000000000
ols_data.cluster.41,8.0000000000
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ols_data.cluster.43,8.0000000000
ols_data.cluster.44,8.0000000000
ols_data.cluster.45,9.0000000000
ols_data.cluster.46,9.0000000000
ols_data.cluster.47,9.0000000000
ols_data.cluster.48,9.0000000000
ols_data.cluster.49,9.0000000000
iv_data.y.0,3.3746998097
iv_data.x_endog.0,0.5023791730
iv_data.z1.0,0.0130018919
iv_data.z2.0,0.1990596956
iv_data.y.1,2.8217149840
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iv_data.x_endog.2,0.9835136755
iv_data.z1.2,-0.2646568332
iv_data.z2.2,0.0698020850
iv_data.y.3,2.0320430762
iv_data.x_endog.3,0.8403413616
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iv_data.z2.3,-0.3853135969
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iv_data.z2.4,0.1135173453
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iv_data.z2.8,2.1330333747
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