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@chrisgorgo
Last active August 8, 2017 03:01
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[
{
"level": "run",
"inputs": {
"dependent_variable": "balloonanalogrisktask"
},
"transformations": [
{
"name": "factor",
"input": [ "trial_type" ],
"prefix": "average_"
},
{
"name": "product",
"input": [ "average_pumps", "npumps_demeaned" ],
"output": "parametric_pumps"
},
{
"name": "product",
"input": [ "average_cash", "npumps_demeaned" ],
"output": "parametric_cash"
},
{
"name": "product",
"input": [ "average_explode", "npumps_demeaned" ],
"output": "parametric_explode"
},
{
"name": "product",
"input": [ "average_control", "npumps_demeaned" ],
"output": "parametric_control"
},
{
"name": "assign",
"input": [ "response_time" ],
"target": [ "average_pumps" ],
"target_attr": "duration",
"output": [ "rt_pumps" ]
},
{
"name": "assign",
"input": [ "response_time" ],
"target": [ "average_cash" ],
"target_attr": "duration",
"output": [ "rt_cash" ]
},
{
"name": "assign",
"input": [ "response_time" ],
"target": [ "average_control" ],
"target_attr": "duration",
"output": [ "rt_control" ]
},
{
"name": "orthogonalize",
"input": "rt_pumps",
"wrt": [ "average_pumps" ],
"output": "orth_rt_pumps"
},
{
"name": "orthogonalize",
"input": "rt_control",
"wrt": [ "average_control" ],
"output": "orth_rt_control"
},
{
"name": "orthogonalize",
"input": "rt_cash",
"wrt": [ "average_cash" ],
"output": "orth_rt_cash"
}
],
"model": {
"explanatory_variables": [
"average_pumps",
"average_cash",
"average_explode",
"average_control",
"parametric_pumps",
"parametric_cash",
"parametric_explode",
"parametric_control",
"orth_rt_pumps",
"orth_rt_cash",
"orth_rt_control"
],
"HRF_variables": [
"average_pumps",
"average_cash",
"average_explode",
"average_control",
"parametric_pumps",
"parametric_cash",
"parametric_explode",
"parametric_control",
"orth_rt_pumps",
"orth_rt_cash",
"orth_rt_control"
]
},
"contrasts": [
{
"name": "average_pumps_minus_average_control",
"condition_list": [ "average_pumps", "average_control" ],
"weights": [ 1, -1 ],
"type": "T"
},
{
"name": "parametric_pumps_minus_parametric_control",
"condition_list": ["parametric_pumps", "parametric_control"],
"weights": [ 1, -1 ],
"type": "T"
},
{
"name": "orth_rt_pumps_minus_orth_rt_control",
"condition_list": [ "oth_rt_pumps", "orth_rt_control" ],
"weights": [ 1, -1 ],
"type": "T"
},
{
"name": "average_cash_minus_average_control",
"condition_list": [ "average_cash", "average_control" ],
"weights": [ 1, -1 ],
"type": "T"
},
{
"name": "parametric_cash_minus_parametric_control",
"condition_list": [ "parametric_cash", "parametric_control" ],
"weights": [ 1, -1 ],
"type": "T"
},
{
"name": "orth_rt_cash_minus_orth_rt_control",
"condition_list": [ "orth_rt_cash", "orth_rt_control" ],
"weights": [ 1, -1 ],
"type": "T"
},
{
"name": "average_explode_minus_average_control",
"condition_list": [ "average_explode", "average_control" ],
"weights": [ 1, -1 ],
"type": "T"
},
{
"name": "parametric_explode_minus_parametric_control",
"condition_list": [ "parametric_explode", "parametric_control" ],
"weights": [ 1, -1 ],
"type": "T"
}
]
}
]
onset duration trial_type response_time npumps_demeaned
0.061 0.772 pumps 2.42 -2.0
4.958 0.772 pumps 0.578 -1.0
7.178999999999999 0.772 pumps 0.7659999999999999 0.0
10.415999999999999 0.772 pumps 0.84 1.0
13.419 0.772 pumps 1.462 2.0
16.754 0.772 explode n/a 1.7
24.905 0.772 pumps 1.295 -0.5
27.454 0.772 pumps 1.083 0.5
30.111 0.772 cash 1.4980000000000002 -4.0
38.449 0.772 pumps 0.6559999999999999 -1.5
41.028 0.772 pumps 0.652 -0.5
44.528999999999996 0.772 pumps 0.8640000000000001 0.5
47.692 0.772 pumps 1.909 1.5
51.102 0.772 cash 1.035 -2.0
59.031000000000006 0.772 pumps 0.833 -2.0
61.85 0.772 pumps 0.536 -1.0
63.516000000000005 0.772 pumps 1.085 0.0
67.007 0.772 pumps 0.7859999999999999 1.0
69.693 0.772 pumps 2.036 2.0
74.286 0.772 cash 0.603 -1.0
82.94 0.772 pumps 1.109 -2.5
86.124 0.772 pumps 0.541 -1.5
88.648 0.772 pumps 1.001 -0.5
91.64200000000001 0.772 pumps 1.375 0.5
94.742 0.772 pumps 1.331 1.5
98.98899999999999 0.772 pumps 1.5490000000000002 2.5
102.416 0.772 cash 2.009 0.0
108.445 0.772 control_pumps 1.053 -5.0
111.30799999999999 0.772 control_pumps 0.33299999999999996 -4.0
114.044 0.772 control_pumps 0.27 -3.0
117.302 0.772 control_pumps 0.40399999999999997 -2.0
120.63799999999999 0.772 control_pumps 0.332 -1.0
123.096 0.772 control_pumps 0.61 0.0
124.915 0.772 control_pumps 1.087 1.0
128.429 0.772 control_pumps 1.0290000000000001 2.0
130.687 0.772 control_pumps 1.699 3.0
133.91899999999998 0.772 control_pumps 0.34700000000000003 4.0
136.034 0.772 control_pumps 1.655 5.0
152.379 0.772 pumps 1.327 -0.5
156.287 0.772 pumps 0.371 0.5
157.899 0.772 explode n/a -1.3
162.241 0.772 pumps 0.545 -3.0
165.732 0.772 pumps 1.016 -2.0
168.763 0.772 pumps 0.639 -1.0
171.78599999999997 0.772 pumps 0.568 0.0
174.213 0.772 pumps 1.045 1.0
177.627 0.772 pumps 0.759 2.0
179.502 0.772 pumps 1.252 3.0
182.49 0.772 cash 1.304 1.0
190.517 0.772 control_pumps 0.517 -5.5
193.595 0.772 control_pumps 0.38299999999999995 -4.5
196.56 0.772 control_pumps 0.41 -3.5
199.83700000000002 0.772 control_pumps 0.397 -2.5
201.886 0.772 control_pumps 0.588 -1.5
205.482 0.772 control_pumps 0.872 -0.5
209.362 0.772 control_pumps 1.595 0.5
213.813 0.772 control_pumps 2.358 1.5
219.11599999999999 0.772 control_pumps 1.11 2.5
222.899 0.772 control_pumps 1.8719999999999999 3.5
225.96599999999998 0.772 control_pumps 1.2690000000000001 4.5
228.842 0.772 control_pumps 0.777 5.5
239.916 0.772 pumps 0.727 -5.0
242.577 0.772 pumps 0.586 -4.0
244.488 0.772 pumps 0.8590000000000001 -3.0
248.12 0.772 pumps 0.363 -2.0
249.808 0.772 pumps 0.715 -1.0
251.828 0.772 pumps 0.615 0.0
254.38299999999998 0.772 pumps 0.636 1.0
256.786 0.772 pumps 1.171 2.0
260.10200000000003 0.772 pumps 0.83 3.0
262.329 0.772 pumps 1.242 4.0
265.33299999999997 0.772 pumps 1.117 5.0
269.218 0.772 explode n/a 7.7
275.475 0.772 pumps 0.49700000000000005 -4.0
277.744 0.772 pumps 0.691 -3.0
279.702 0.772 pumps 0.83 -2.0
283.216 0.772 pumps 1.14 -1.0
285.715 0.772 pumps 0.84 0.0
288.73900000000003 0.772 pumps 0.73 1.0
291.837 0.772 pumps 0.775 2.0
293.72700000000003 0.772 pumps 1.077 3.0
296.85900000000004 0.772 pumps 1.264 4.0
299.857 0.772 cash 0.866 3.0
306.105 0.772 pumps 1.034 0.0
309.93 0.772 explode n/a -2.3
318.235 0.772 pumps 0.609 0.0
320.442 0.772 explode n/a -2.3
331.167 0.772 pumps 0.804 -3.0
333.99800000000005 0.772 pumps 0.847 -2.0
337.86400000000003 0.772 pumps 0.9640000000000001 -1.0
341.093 0.772 pumps 0.919 0.0
343.124 0.772 pumps 1.7919999999999998 1.0
346.76199999999994 0.772 pumps 0.882 2.0
350.42400000000004 0.772 pumps 1.156 3.0
353.68199999999996 0.772 cash 0.8340000000000001 1.0
358.839 0.772 pumps 0.8290000000000001 -0.5
362.24800000000005 0.772 pumps 1.004 0.5
364.626 0.772 explode n/a -1.3
369.87699999999995 0.772 pumps 0.392 -4.0
371.91900000000004 0.772 pumps 0.7090000000000001 -3.0
374.36699999999996 0.772 pumps 1.526 -2.0
378.131 0.772 pumps 0.6970000000000001 -1.0
381.449 0.772 pumps 0.884 0.0
383.50300000000004 0.772 pumps 1.109 1.0
387.097 0.772 pumps 1.508 2.0
390.514 0.772 pumps 0.8190000000000001 3.0
392.778 0.772 pumps 1.251 4.0
395.436 0.772 cash 1.048 3.0
406.07099999999997 0.772 control_pumps 1.158 -2.0
408.457 0.772 control_pumps 0.46 -1.0
410.55300000000005 0.772 control_pumps 0.469 0.0
412.93 0.772 control_pumps 0.371 1.0
415.66 0.772 control_pumps 0.321 2.0
422.463 0.772 pumps 0.83 -2.0
425.07300000000004 0.772 pumps 1.084 -1.0
427.374 0.772 pumps 1.167 0.0
430.62199999999996 0.772 pumps 1.935 1.0
433.965 0.772 pumps 1.8319999999999999 2.0
437.53 0.772 cash 1.811 -1.0
447.899 0.772 control_pumps 1.115 -3.5
450.164 0.772 control_pumps 0.802 -2.5
453.67800000000005 0.772 control_pumps 0.5670000000000001 -1.5
455.389 0.772 control_pumps 1.464 -0.5
459.223 0.772 control_pumps 0.535 0.5
460.961 0.772 control_pumps 1.621 1.5
463.974 0.772 control_pumps 1.8630000000000002 2.5
467.26599999999996 0.772 control_pumps 0.6679999999999999 3.5
478.539 0.772 control_pumps 1.202 -4.5
482.494 0.772 control_pumps 0.56 -3.5
484.24 0.772 control_pumps 1.39 -2.5
488.444 0.772 control_pumps 0.73 -1.5
491.064 0.772 control_pumps 0.5820000000000001 -0.5
494.594 0.772 control_pumps 1.3 0.5
498.639 0.772 control_pumps 0.762 1.5
502.29900000000004 0.772 control_pumps 0.674 2.5
505.62300000000005 0.772 control_pumps 1.031 3.5
508.055 0.772 control_pumps 1.655 4.5
524.067 0.772 control_pumps 0.755 -2.5
527.016 0.772 control_pumps 1.214 -1.5
531.172 0.772 control_pumps 0.426 -0.5
533.752 0.772 control_pumps 1.446 0.5
537.4119999999999 0.772 control_pumps 0.826 1.5
539.8290000000001 0.772 control_pumps 1.025 2.5
548.8380000000001 0.772 pumps 0.825 0.0
552.418 0.772 explode n/a -2.3
555.597 0.772 pumps 1.137 -1.5
559.203 0.772 pumps 0.644 -0.5
561.5369999999999 0.772 pumps 0.861 0.5
564.679 0.772 pumps 0.47200000000000003 1.5
566.909 0.772 explode n/a 0.7
571.783 0.772 pumps 0.48 -0.5
575.222 0.772 pumps 0.48 0.5
578.6030000000001 0.772 explode n/a -1.3
586.475 0.772 pumps 0.531 -1.5
589.592 0.772 pumps 0.895 -0.5
593.5369999999999 0.772 pumps 1.078 0.5
597.255 0.772 pumps 0.768 1.5
600.409 0.772 explode n/a 0.7
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