5 ms=[100, 200, 400, 800]
6 seeds=[$(shell seq -s, 1 250)]
7 explained_variances=[0.1]
9 all:remembr.RDS remember_irr.RDS
10 supplement: remember_robustness_misspec.RDS
12 srun=sbatch --wait --verbose run_job.sbatch
15 joblists:example_1_jobs example_2_jobs example_3_jobs
17 # test_true_z_jobs: test_true_z.R simulation_base.R
18 # sbatch --wait --verbose run_job.sbatch grid_sweep.py --command "Rscript test_true_z.R" --arg_dict '{"N":${Ns},"m":${ms}, "seed":${seeds}, "outfile":["test_true_z.feather"], "y_explained_variancevari":${explained_variances}, "Bzx":${Bzx}}' --outfile test_true_z_jobsb
20 # test_true_z.feather: test_true_z_jobs
21 # rm -f test_true_z.feather
22 # sbatch --wait --verbose --array=1-3000 run_simulation.sbatch 0 test_true_z_jobs
23 # sbatch --wait --verbose --array=3001-6001 run_simulation.sbatch 0 test_true_z_jobs
26 example_1_jobs: 01_two_covariates.R simulation_base.R grid_sweep.py
27 sbatch --wait --verbose run_job.sbatch grid_sweep.py --command "Rscript 01_two_covariates.R" --arg_dict '{"N":${Ns},"m":${ms}, "seed":${seeds}, "outfile":["example_1.feather"], "y_explained_variance":${explained_variances}, "Bzx":[0.3]}' --outfile example_1_jobs
29 example_1.feather: example_1_jobs
30 rm -f example_1.feather
31 sbatch --wait --verbose --array=1-$(shell cat example_1_jobs | wc -l) run_simulation.sbatch 0 example_1_jobs
32 # sbatch --wait --verbose --array=3001-6001 run_simulation.sbatch 0 example_1_jobs
34 example_2_jobs: 02_indep_differential.R simulation_base.R grid_sweep.py
35 sbatch --wait --verbose run_job.sbatch grid_sweep.py --command "Rscript 02_indep_differential.R" --arg_dict '{"N":${Ns},"m":${ms}, "seed":${seeds}, "outfile":["example_2.feather"],"y_explained_variance":${explained_variances}, "Bzy":[-0.3],"Bxy":[0.3],"Bzx":[0.3], "outcome_formula":["y~x+z"], "proxy_formula":["w_pred~y*z*x"]}' --outfile example_2_jobs
37 example_2.feather: example_2_jobs
38 rm -f example_2.feather
39 sbatch --wait --verbose --array=1-$(shell cat example_1_jobs | wc -l) run_simulation.sbatch 0 example_2_jobs
40 # sbatch --wait --verbose --array=3001-6001 run_simulation.sbatch 0 example_2_jobs
42 # example_2_B_jobs: example_2_B.R
43 # sbatch --wait --verbose run_job.sbatch grid_sweep.py --command "Rscript example_2_B.R" --arg_dict '{"N":${Ns},"m":${ms}, "seed":${seeds}, "outfile":["example_2_B.feather"]}' --outfile example_2_B_jobs
45 # example_2_B.feather: example_2_B_jobs
46 # rm -f example_2_B.feather
47 # sbatch --wait --verbose --array=1-3000 run_simulation.sbatch 0 example_2_B_jobs
49 example_3_jobs: 03_depvar.R simulation_base.R grid_sweep.py
50 sbatch --wait --verbose run_job.sbatch grid_sweep.py --command "Rscript 03_depvar.R" --arg_dict '{"N":${Ns},"m":${ms}, "Bxy":[0.01],"Bzy":[-0.01],"seed":${seeds}, "outfile":["example_3.feather"], "y_explained_variance":${explained_variances}}' --outfile example_3_jobs
52 example_3.feather: example_3_jobs
53 rm -f example_3.feather
54 sbatch --wait --verbose --array=1-$(shell cat example_3_jobs | wc -l) run_simulation.sbatch 0 example_3_jobs
56 example_4_jobs: 04_depvar_differential.R simulation_base.R grid_sweep.py
57 sbatch --wait --verbose run_job.sbatch grid_sweep.py --command "Rscript 04_depvar_differential.R" --arg_dict '{"N":${Ns},"Bxy":[0.01],"Bzy":[-0.01],"m":${ms}, "seed":${seeds}, "outfile":["example_4.feather"], "y_explained_variance":${explained_variances}}' --outfile example_4_jobs
59 example_4.feather: example_4_jobs
60 rm -f example_4.feather
61 sbatch --wait --verbose --array=1-$(shell cat example_4_jobs | wc -l) run_simulation.sbatch 0 example_4_jobs
64 remembr.RDS:example_1.feather example_2.feather example_3.feather example_4.feather plot_example.R plot_dv_example.R summarize_estimator.R
66 ${srun} Rscript plot_example.R --infile example_1.feather --name "plot.df.example.1"
67 ${srun} Rscript plot_example.R --infile example_2.feather --name "plot.df.example.2"
68 ${srun} Rscript plot_dv_example.R --infile example_3.feather --name "plot.df.example.3"
69 ${srun} Rscript plot_dv_example.R --infile example_4.feather --name "plot.df.example.4"
75 irr_explained_variances=${explained_variances}
77 example_5_jobs: 05_irr_indep.R irr_simulation_base.R grid_sweep.py
78 sbatch --wait --verbose run_job.sbatch grid_sweep.py --command "Rscript 05_irr_indep.R" --arg_dict '{"N":${irr_Ns},"m":${irr_ms}, "seed":${irr_seeds}, "outfile":["example_5.feather"], "y_explained_variance":${irr_explained_variances}}' --outfile example_5_jobs
80 example_5.feather:example_5_jobs
81 rm -f example_5.feather
82 sbatch --wait --verbose --array=1-$(shell cat example_5_jobs | wc -l) run_simulation.sbatch 0 example_5_jobs
85 example_6_jobs: 06_irr_dv.R irr_dv_simulation_base.R grid_sweep.py
86 sbatch --wait --verbose run_job.sbatch grid_sweep.py --command "Rscript 06_irr_dv.R" --arg_dict '{"N":${irr_Ns},"m":${irr_ms}, "seed":${irr_seeds}, "outfile":["example_6.feather"], "y_explained_variance":${irr_explained_variances}}' --outfile example_6_jobs
88 example_6.feather:example_6_jobs
89 rm -f example_6.feather
90 sbatch --wait --verbose --array=1-$(shell cat example_6_jobs | wc -l) run_simulation.sbatch 0 example_6_jobs
92 remember_irr.RDS: example_5.feather example_6.feather plot_irr_example.R plot_irr_dv_example.R summarize_estimator.R
93 rm -f remember_irr.RDS
94 sbatch --wait --verbose run_job.sbatch Rscript plot_irr_example.R --infile example_5.feather --name "plot.df.example.5"
95 sbatch --wait --verbose run_job.sbatch Rscript plot_irr_dv_example.R --infile example_6.feather --name "plot.df.example.6"
99 robustness_1_jobs: 02_indep_differential.R simulation_base.R grid_sweep.py
100 sbatch --wait --verbose run_job.sbatch grid_sweep.py --command "Rscript 02_indep_differential.R" --arg_dict '{"N":${Ns},"m":${ms}, "seed":${seeds}, "outfile":["robustness_1.feather"],"y_explained_variance":${explained_variances}, "Bzy":[-0.3],"Bxy":[0.3],"Bzx":[0.3], "outcome_formula":["y~x+z"], "proxy_formula":["w_pred~y+x"], "truth_formula":["x~1"]}' --outfile robustness_1_jobs
104 robustness_1.feather: robustness_1_jobs
105 rm -f robustness_1.feather
106 sbatch --wait --verbose --array=1-$(shell cat robustness_1_jobs | wc -l) run_simulation.sbatch 0 robustness_1_jobs
108 robustness_1_dv_jobs: simulation_base.R 04_depvar_differential.R grid_sweep.py
109 ${srun} bash -c "source ~/.bashrc && grid_sweep.py --command 'Rscript 04_depvar_differential.R' --arg_dict \"{'N':${Ns},'m':${ms}, 'seed':${seeds}, 'outfile':['robustness_1_dv.feather'], 'y_explained_variance':${explained_variances}, 'proxy_formula':['w_pred~y']}\" --outfile robustness_1_dv_jobs"
112 robustness_1_dv.feather: robustness_1_dv_jobs
113 rm -f robustness_1_dv.feather
114 sbatch --wait --verbose --array=1-$(shell cat example_3_jobs | wc -l) run_simulation.sbatch 0 robustness_1_dv_jobs
117 remember_robustness_misspec.RDS: robustness_1.feather robustness_1_dv.feather
118 rm -f remember_robustness_misspec.RDS
119 sbatch --wait --verbose run_job.sbatch Rscript plot_example.R --infile robustness_1.feather --name "plot.df.robustness.1" --remember-file "remember_robustness_misspec.RDS"
120 sbatch --wait --verbose run_job.sbatch Rscript plot_dv_example.R --infile robustness_1_dv.feather --name "plot.df.robustness.1.dv" --remember-file "remember_robustness_mispec.RDS"
127 # sbatch --wait --verbose --array=3001-6001 run_simulation.sbatch 0 example_2_B_jobs
129 # example_2_B_mecor_jobs:
130 # sbatch --wait --verbose run_job.sbatch grid_sweep.py --command "Rscript example_2_B_mecor.R" --arg_dict '{"N":${Ns},"m":${ms}, "seed":${seeds}, "outfile":["example_2_B_mecor.feather"]}' --outfile example_2_B_mecor_jobs
132 # example_2_B_mecor.feather:example_2_B_mecor.R example_2_B_mecor_jobs
133 # rm -f example_2_B_mecor.feather
134 # sbatch --wait --verbose --array=1-3000 run_simulation.sbatch 0 example_2_B_mecor_jobs
135 # sbatch --wait --verbose --array=3001-6001 run_simulation.sbatch 0 example_2_B_mecor_jobs