Held-out portion of the Jobs benchmark; see jobs_train for details.
jobs_testA data frame with 321 rows and 20 columns; same columns as jobs_train.
LaLonde, R. J. (1986). Evaluating the econometric evaluations of training programs with experimental data. The American Economic Review, 76(4), 604-620.
Shalit, U., Johansson, F. D., & Sontag, D. (2017). Estimating individual treatment effect: generalization bounds and algorithms. Proceedings of the 34th International Conference on Machine Learning.
data(jobs_test)
head(jobs_test)
#> x0 x1 x2 x3 x4 x5 x6 x7 x8
#> 1 -0.7083724 -0.5796108 1 0 1 1 -0.24937466 -0.270449270 -0.7206175
#> 2 2.0202470 -0.2388879 1 0 0 1 -1.14741063 -1.110467447 2.3028862
#> 3 1.1734340 -2.6239482 0 1 1 1 0.03040097 0.907637879 1.1270059
#> 4 -0.6142821 0.1018350 1 0 1 0 0.12433686 0.139177844 -0.6533112
#> 5 -0.4261014 0.1018350 1 0 1 0 0.26885363 0.627544969 -0.5107803
#> 6 -0.8024627 0.1018350 1 0 1 0 -0.54911124 -0.004459546 -0.7852843
#> x9 x10 x11 x12 x13 x14 x15 x16 t y e
#> 1 -0.7018889 -0.67072967 -0.36375256 -0.3548562 0 0 -0.37381055 0 0 1 1
#> 2 2.5679112 -0.36134842 -0.55805685 -0.5188151 1 1 -0.97998113 0 0 1 1
#> 3 1.0386049 -1.90825467 -0.22382597 0.4275207 0 0 -0.66197394 0 0 1 0
#> 4 -0.6569127 -0.02250229 -0.16838709 -0.1559618 0 0 0.05012804 0 0 1 0
#> 5 -0.5560332 -0.02250229 -0.07479389 0.1830657 0 0 0.16718590 0 0 1 0
#> 6 -0.7434072 -0.02250229 -0.47181222 -0.2345824 0 0 -0.49536159 0 0 1 0