Statistical and Computational Guarantees are investigated for the Lloyds algorithm.When there are two clusters,the initializer needs only to be slightly better than random guess.
Missing responses and mis-measured covariates arise typically in longitudinal studies and,if no attention is paid to correct for them,inferences based on standard statistical approaches can be greatly
It is challenging to obtain variance estimates if estimating functions are non-regular,such as non-smooth and non-monotone,in particular for censored data.
Neuroimaging has the potential to better illuminate the complex genetic basis of neuropsychological disorders,which have a biological basis rooted in brain function.
We introduce RWPI(RobustWasserstein Profile Inference),a novel class of statistical tools which exploits connections between Empirical Likelihood,Distributionally Robust Optimization and the Theory of
Data from controlled clinical trials are considered to be the best source of information in cancer research.The analysis of a randomized controlled trial(RCT)tends to be straightforward due to the rig