Description Usage Arguments Details Value Author(s) See Also Examples
Infer the area of region under ordinal dominance curve with pre-specific FNR constraint (FNR-pODC). See Yang et al., 2017 for details.
1 | podc.ci(response, predictor, cp = 0.95, threshold = 0.9, method = "MW")
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response |
a factor, numeric or character vector of responses; typically encoded with 0 (negative) and 1 (positive). Only two classes can be used in a ROC curve. If its levels are not 0 and 1, the first level will be defaultly regarded as negative. |
predictor |
a numeric vector of the same length than response, containing the predicted value of each observation. An ordered factor is coerced to a numeric. |
cp |
numeric; coverage probability of confidence interval. |
threshold |
numeric; false negative rate (FNR) constraint. |
method |
methods to estimate partial ODC. |
This function infers FNR partial ODC given response, predictor and pre-specific FNR constraint.
MW
: Mann-Whitney statistic. expect
: method in (2.2) Wang and Chang, 2011. jackknife
: jackknife method in Yang et al., 2017.
Confidence interval of FNR partial ODC.
Hanfang Yang, Kun Lu, Xiang Lyu, Feifang Hu, Yichuan Zhao.
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