Satten G, Datta S (2001) The Kaplan–Meier estimator as an inverse-probability-of-censoring weighted average. Am Stat 55(3):207–210Satten GA, Datta S (2001) The Kaplan–Meier estimator as an inverse-probability-of-censoring weighted average. Am Stat 55(3): 207–210 MathSciNet MATH ...
Kaplan-Meier Estimates of the Incidence of Suicidal Deaths by BMI Categories. The incidence probability of suicidal death in each BMI categories were estimated in Kaplan-Meier Curve. Black: BMI < 18.5 kg/m2, red: BMI 18.5–23 kg/m2...
The prognostic values of the genes of interest in breast and lung cancer patients were examined using TCGA data in the Kaplan–Meier (KM) Plotter interactive web resource (https://kmplot.com/, accessed on 5 January 2023) [27]. KM Plotter is a web-based tool applied to evaluate the effec...
The KaplanMeier (product-limit) estimator of the survival function of randomly censored time-to-event data is a central quantity in survival analysis. It is usually introduced as a non-parametric maximum likelihood estimator, or else as the output of an imputation scheme for censored observations ...
SciPy - Kaplan-Meier Estimator Survival Analysis SciPy - Cox Proportional Hazards Model Survival Analysis SciPy Spatial Data SciPy - Spatial SciPy - Special Functions SciPy - Special Package SciPy Advanced Topics SciPy - CSGraph SciPy - ODR
Logistic regression, survival analysis, and the Kaplan–Meier curve J. Amer. Statist. Assoc., 83 (402) (1988), pp. 414-425 View in ScopusGoogle Scholar [42] R. Shanker, F. Hagos, S. Sujatha On modeling of lifetimes data using exponential and Lindley distributions Biom. Biostat. Int. ...
One option estimates the probability of experiencing an event prior to time τ within each bin using the Kaplan–Meier estimator, yielding a calibration statistic of the form:(12)K=∑k=1m(π¯k-p̂kKM)2var(p̂kKM),where π¯k is the average of predicted probabilities in bin k,...
Estimates survival using inverse probability of treatment weighted (IPTW) Kaplan-Meier estimationLayla Parast
Kaplan-Meier estimatorinverse-probability-weighted averagecensoring-truncationleft-truncationright-censoringFor randomly censored data, (Satten, G. A., Datta S. (2001). The KaplanMeier estimator as an inverse-probability-of-censoring weighted average. Amer. Statist. Ass. 55:207210) showed that the ...
Specifically, a Kaplan–Meier approach based on a modified risk set and the proposed inverse censoring approach lead to different estimators. Furthermore, when both censoring variables are always observed, as in the case of an AIDS clinical trial data set analyzed in this paper, an alternative ...