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Samples data for a prediction model with a specified AUC and prevalence.

Usage

get_sample(auc, n_samples, prevalence, min_events = 0)

Arguments

auc

The Area Under the (receiver operating characteristic) Curve.

n_samples

Number of samples to draw.

prevalence

Prevalence or event rate of the binary outcome as a proportion (0.1 = 10%).

min_events

Minimum number of events required in the sample.

Value

Returns a data.frame.

Examples

get_sample(0.7, 1000, 0.1)
#>                  x actual
#> 1     0.1046445346      0
#> 2    -0.6746459353      0
#> 3     1.1455878917      0
#> 4     0.0588115490      0
#> 5    -0.5610672749      0
#> 6     0.6722272376      0
#> 7    -0.8592564065      0
#> 8    -1.3771155600      0
#> 9     0.5200477890      0
#> 10   -2.0316990673      0
#> 11    0.4526441232      0
#> 12    0.4032794829      0
#> 13   -0.9783886151      0
#> 14    0.5312493532      0
#> 15   -0.7430764853      0
#> 16   -0.2101065045      0
#> 17   -0.2384095753      0
#> 18   -0.8945892591      0
#> 19   -0.4323024814      0
#> 20   -0.4366144544      0
#> 21    0.6509542869      0
#> 22    1.5370688066      0
#> 23   -1.4299636784      0
#> 24   -0.2857173924      0
#> 25    0.6675892893      0
#> 26   -0.2797645454      0
#> 27   -0.8165659537      0
#> 28    1.5764022053      0
#> 29    0.7252028165      0
#> 30    0.2346202214      0
#> 31    2.7771334341      0
#> 32    0.2280155350      0
#> 33    0.9730616308      0
#> 34   -0.5267339122      0
#> 35    1.1453061739      0
#> 36   -0.2341498116      0
#> 37    1.3546418390      0
#> 38    1.0712053137      0
#> 39   -0.6411818016      0
#> 40   -0.7981530037      0
#> 41   -0.0642961606      0
#> 42   -1.2040834797      0
#> 43   -2.6404670194      0
#> 44   -1.3358917163      0
#> 45   -0.0503513562      0
#> 46    0.5477400454      0
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#> 50   -2.3299255297      0
#> 51   -0.2661101529      0
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#> 53    0.2464568942      0
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#> 55   -1.3297931986      0
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#> 57    0.0614282420      0
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#> 85    0.4102101970      0
#> 86    0.4050021722      0
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#> 88   -0.4454121045      0
#> 89    1.5378840728      0
#> 90    0.1340487020      0
#> 91    0.0137594215      0
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#> 164  -1.3328815960      0
#> 165   0.3745034029      0
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#> 169   0.0132551799      0
#> 170   0.1281545113      0
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#> 174  -0.4863231401      0
#> 175   0.1594101814      0
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#> 179  -0.2382346189      0
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#> 182  -0.1796700390      0
#> 183  -0.1933633316      0
#> 184   0.1773782269      0
#> 185   1.2016604594      0
#> 186   1.7534498014      0
#> 187  -0.7410956743      0
#> 188  -0.3599676232      0
#> 189   0.6922505902      0
#> 190   0.9694527309      0
#> 191  -2.4665557214      0
#> 192  -0.5518916363      0
#> 193   0.9629007086      0
#> 194  -0.0122007735      0
#> 195   1.2177191611      0
#> 196  -0.0736608832      0
#> 197   0.1000066176      0
#> 198  -0.6128922965      0
#> 199   0.0532709736      0
#> 200   0.9083540086      0
#> 201   0.8472141747      0
#> 202  -0.1677901517      0
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#> 207   0.0520120255      0
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#> 210  -0.8416833722      0
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#> 231   0.5510409941      0
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#> 233  -1.5560664748      0
#> 234   0.4620669578      0
#> 235   3.1118371525      0
#> 236   0.6255521376      0
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#> 238  -0.9633823185      0
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#> 240   0.6635689746      0
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#> 242   0.3058048837      0
#> 243  -0.2300694075      0
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#> 245   1.8003554495      0
#> 246  -0.4940561235      0
#> 247  -1.6588393613      0
#> 248   0.6044759828      0
#> 249  -2.0862850159      0
#> 250  -1.6124623978      0
#> 251   0.0500710574      0
#> 252  -1.5830687417      0
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#> 255  -0.7605706115      0
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#> 258  -1.2142034082      0
#> 259   1.3178532184      0
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#> 262   1.2181408683      0
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#> 265  -0.0041015226      0
#> 266  -2.0339241316      0
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#> 269   0.1417237725      0
#> 270   1.6946214378      0
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#> 272   1.1752021638      0
#> 273   1.0749103640      0
#> 274  -0.4241797385      0
#> 275  -1.6279232187      0
#> 276   0.1825888533      0
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#> 351   1.7904332532      0
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#> 530  -2.0386188516      0
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#> 536  -1.1967324721      0
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