Bias-Correction Methods for the Unit Exponential Distribution and Applications
The bias of the maximum likelihood estimator can cause a considerable estimation error if the sample size is small. To reduce the bias of the maximum likelihood estimator under the small sample situation, the maximum likelihood and parametric bootstrap ...
Hua Xin +3 more
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Tropical Toric Maximum Likelihood Estimation
We consider toric maximum likelihood estimation over the field of Puiseux series and study critical points of the likelihood function using tropical methods. This problem translates to finding the intersection points of a tropical affine space with a classical linear subspace.
Emma Boniface +2 more
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The effect of normalisation and error model choice on the distribution of the maximum likelihood estimator for a biochemical reaction. [PDF]
Thomaseth C, Radde NE.
europepmc +1 more source
Modified maximum likelihood estimator under the Jones and Faddy's skew t-error distribution for censored regression model. [PDF]
Acitas S +3 more
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The estimation of the parameters of Burr type III distribution based on dual generalized order statistics is considered by using the maximum likelihood (ML) approach as well as the Bayesian approach.
Chansoo Kim, Woosuk Kim
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Estimating the Parameters of Mixture Gamma Distributions Using Maximum Likelihood and Bayesian Method [PDF]
This paper focuses on the mixture Gamma distribution and uses the maximum likelihood and Bayesian techniques to estimate its parameters.
Nagham Ibrahim Abdulla Najm +1 more
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Asymptotic properties of maximum likelihood estimator for some discrete distributions generated by
In large-scale biomolecular sysrems there are frequency distribuions with properties like Stable Laws. It is of interest to construct such frequency distributions. In the present article we consider Cauchy stable law. The large-sample distribution of the
Davood Farbod, Karen V. Gasparian
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Augmenting a randomized controlled trial (RCT) with external data may increase power at the risk of introducing bias. To select and analyze the experiment (RCT alone or combined with external data) with the optimal bias-variance tradeoff, we develop a ...
Dang Lauren Eyler +6 more
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Optimal Shrinkage Estimations for the Parameters of Exponential Distribution Based on Record Values
This paper studies shrinkage estimation after the preliminary test for the parameters of exponential distribution based on record values. The optimal value of shrinkage coefficients is also obtained based on the minimax regret criterion.
HOJATOLLAH ZAKERZADEH +2 more
doaj
Rates of convergence for the maximum likelihood estimator in the convolution model [PDF]
Rates of convergence for the maximum likelihood estimator in the convolution model, obtained recently by S. van de Geer, are reconsidered and corrected.
Piotr Majerski
doaj

