Edit and Imputation Using MLP Neural Networks in SARs data.docx

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EditandImputationUsingM1.PNeuralNetworksinSARsdataIstitutoNazionalediStatisticsD4.3-5.3EditandImutationUsingM1.PNeuralNetworksinSARsDataEmanuelaScavalliDecember2002EUREDITWP4.3-5.3-EditandImputationUsingM1.PNeuralNetworksinSARsData1TableofContents1INTRODUCTION22METHOD:MU1.TI1.AYERPERCEPTRONS32.12.22.32.4OVERVIEW3THESOFTWARE:SPSSC1.EMENTINE6.55THESAKSDATA6THEPROCEDUREEV1.UTION93.13.1.1Technicalsummarya.93.1.2Edit103.1.3Imputation133.1.4Results143.1.5Resultsofediting.143.1.6ResultofimputationonperturbeddatasetWithmissinganderrors