R c-statistics
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R c-statistics
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WebJan 3, 2024 · This way I have created 50 datasets with replaced missing values (using the 'mice' package in R). Using the appropriate functions I am able to obtain the c-statistics with confidence interval (& variance) for each imputation dataset. Using 'plain' Rubins rules for pooling of normally distributed variables I would now average the point estimate ... WebThe test statistic ( W = 2642) counts the number of concordant pairs. If we divide it by the number of possible pairs, we get a familar number: w = wi$statistic w/ (length …
WebApr 10, 2024 · The International Prize in Statistics Foundation stated that C.R. Rao had conducted various research and inventions which are still powerful in the field of science … Webteristics results in even further improvement in the C statistic. While the C statistic can be a useful tool for describing the dis-crimination ability of a predictive model, it is important to keep in mind its limitations (Cook, 2007). One concern is that the scale of the C statistic is condensed so that even im-
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WebCalculate the C statistic, a measure of goodness of fit for binary outcomes in a logistic regression or any other classification model. The C statistic is equivalent to the area under the ROC-curve (Receiver Operating Characteristic).
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