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Robust Regression with Density Power Divergence: Theory, Comparisons, and Data Analysis
Minimum density power divergence estimation provides a general framework for robust statistics, depending on a parameter α , which determines the robustness properties of the method. The usual estimation method is numerical minimization of the power
Marco Riani +3 more
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Tail Behavior of Regression Estimators and their Breakdown Points [PDF]
Following \textit{J. Jurečková} [Ann. Stat. 9, 578-585 (1981; Zbl 0476.62032), and Commentat. Math. Univ. Carol. 22, 365-375 (1981; Zbl 0466.62030)], this paper introduces a finite-sample measure of performance of regression estimators based on tail behaviour.
He, Xuming +3 more
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Breakdown and asymptotic properties of resampled estimates [PDF]
In this paper we study the breakdown and asymptotic properties of resampled t-estimates. We find that they retain the finite breakdown point of the exact estimator.
Adrover, Jorge, Blanco, Ana M.
core +8 more sources
Influence of Molecule Structure on Lightning Impulse Breakdown of Ester Liquids
Ester liquids are environmentally friendly insulating oils, and they can be used as an alternative to mineral oil in transformers, even though in most countries spills of ester oils must be treated like spills of mineral oil.
Huaqiang Li +5 more
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Accurately predicting the breakdown pressure in horizontal sections is essential when designing and optimizing fracturing jobs for horizontal wells in tight gas reservoirs.
Huohai Yang +6 more
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Comprehensive Definitions of Breakdown Points for Independent and Dependent Observations [PDF]
SummaryWe provide a new definition of breakdown in finite samples, with an extension to asymptotic breakdown. Previous definitions centre on defining a critical region for either the parameter or the objective function. If for a particular outlier configuration the critical region is entered, breakdown is said to occur. In contrast with the traditional
Marc G. Genton, André Lucas
openaire +3 more sources
Electrochemical jet milling (EJM) has broad prospects in engineering applications, its flexibility and versatility offering distinct advantages over traditional electrochemical machining (ECM).
Yuanyuan Wang, Ningsong Qu
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The breakdown of magneto-hydrodynamics near AdS2 fixed point and energy diffusion bound
We investigate the breakdown of magneto-hydrodynamics at low temperature (T) with black holes whose extremal geometry is AdS2×R2. The breakdown is identified by the equilibration scales (ω eq , k eq) defined as the collision point between the diffusive ...
Hyun-Sik Jeong +2 more
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Multi-scale fluctuations near a Kondo Breakdown Quantum Critical Point [PDF]
We study the Kondo-Heisenberg model using a fermionic representation for the localized spins. The mean-field phase diagram exhibits a zero temperature quantum critical point separating a spin liquid phase where the f-conduction hybridization vanishes ...
A. I. Larkin +5 more
core +1 more source
The Breakdown Process of Hexadecane Films Induced by Quasi-Static Loading
A novel experimental method has been developed to quantify the breakdown processes of thin oil films induced by quasi-static loading. The method uses a steel-oil-mercury system along with complex impedance analysis, which provides the simultaneous ...
Kazuyoshi MANABE, Ken NAKANO
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