Analysis of φ-divergence for Loglinear Models with Constraints under Product-multinomial Sampling-中国期刊网

摘要 Theloglinearmodelunderproduct-multinomialsamplingwithconstraintsisconsidered.Theasymptoticexpansionandnormalityoftherestrictedminimumφ-divergenceestimator(RMφDE)whichisageneralizationofthemaximumlikelihoodestimatorispresented.Thenvariousstatisticsbasedonφ-divergenceandRMφDEareusedtotestvarioushypothesistestproblemsunderthemodelconsidered.ThesestatisticscontaintheclassicalloglikelihoodratioteststatisticsandPearsonchi-squaredteststatistics.Inthelastsection,asimulationstudyisimplemented.

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Analysis of φ-divergence for Loglinear Models with Constraints under Product-multinomial Sampling

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Analysis of φ-divergence for Loglinear Models with Constraints under Product-multinomial Sampling

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