3 citations · 7 across the 12 of their papers we have counts for
7 papers · 1 filter
The Derivative of Influence Function, Location Breakdown Point, Group Leverage and Regression Residuals' Plots
Yannis G. Yatracos
In several linear regression data sets, on visual comparisons of and -residuals' plots indicate bad leverage cases. The phenomenon is co…
Statistical Inference with Data Augmentation and Parameter Expansion
Yannis G. Yatracos
Statistical pragmatism embraces all efficient methods in statistical inference. Augmentation of the collected data is used herein to obtain representative population information fr…
Plug-in error bounds for a mixing density estimate in and for its derivatives
Yannis G. Yatracos
A mixture density, is estimable in but an estimate for the mixing density, is usually obtained only when is unity; is the mixture's kernel. Wh…
Simultaneous causal inference for multiple treatments via sufficiency
Yannis G. Yatracos
Some units from a population receive the same treatment that is different from treatments available for other reservoir populations. The minimal sufficient statistic for the pr…
MLE's bias pathology motivates MCMLE
Yannis G. Yatracos
Maximum likelihood estimates are often biased. It is shown that this pathology is inherent to the traditional ML estimation method for two or more parameters, thus motivating from…
MLE's bias pathology, Model Updated Maximum Likelihood Estimates and Wallace's Minimum Message Length method
Yannis G. Yatracos
The inherent bias pathology of the maximum likelihood (ML) estimation method is confirmed for models with unknown parameters and when MLE is function of MLE $\hat…