L1-Norm Estimation and Random Weighting Method in a Semiparametric Model-中国期刊网

摘要 Inthispaper,theL1-normestimatorsandtherandomweightedstatisticforasemiparametricregressionmodelareconstructed,thestrongconvergenceratesofestimatorsareobtainundercertainconditions,thestrongefficiencyoftherandomweightingmethodisshown.AsimulationstudyisconductedtocomparetheL1-normestimatorwiththeleastsquareestimatorintermofapproximateaccuracy,andsimulationresultsaregivenforcomparisonbetweentherandomweightingmethodandnormalapproximationmethod.

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L1-Norm Estimation and Random Weighting Method in a Semiparametric Model

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L1-Norm Estimation and Random Weighting Method in a Semiparametric Model

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