A new study investigated how logistic regression model training affects performance, and which features are best to include when examining datasets from individuals suffering from COVID-19.

In this paper, a global goodness-of-fit test statistic for a Cox regression model, which has an approximate chi-squared distribution when the model has been correctly specified, is proposed. Our ...

Logistic regression was used to develop a risk prediction model using the FIT result and screening data: age, sex and previous screening history.

Caption Individual points reflect proportion estimates for each year. The dotted line at 0.5 denotes parity. The shaded region shows the standard error of the binomial logistic regression model fit.