基于Mixed Multinomial Logit模型的財(cái)務(wù)困境預(yù)警分析:以制造業(yè)為例

基于Mixed Multinomial Logit模型的財(cái)務(wù)困境預(yù)警分析:以制造業(yè)為例

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時(shí)間:2018-11-29

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1、-哈爾濱工業(yè)大學(xué)管理學(xué)碩士學(xué)位論文AbstractFinancialcrisisof2008highlightedtheshortcomingsofriskmanagementpracticeswithinthelendingenvironmentandriskassessmentatthemicrolevel.Lendersandotherinvestorsinthecorporatesectoralongwithregulatorsrequiretimelyinformationonthedefaultriskprobabilityofcorporations

2、.Thecontinualdevelopmentofconceptuallyricherandmoreaccurateforecastingmodelsisofimportancetoregulators,practitioners,andacademics.ThethesistakesChinese201listingcorporationsasthesample,basedonthetheoreticalanalysisandtheactualsituationofChinesesecuritiesmarket,thecompaniesisdividedint

3、othree-stateclassification:financialdistresscompany,sub-healthcompany,healthycompany.Intheresearch,themixedmultinomiallogitisthemainmethodused,comparedwithtraditionalstandardmultinomiallogit,mixedmultinomiallogitrelaxesbehaviorallyquestionableassumptionsassociatedwithindependencefromi

4、rrelevantalternatives(I.I.A)andallowedforobservedandunobservedheterogeneity,themodelshowsthegreaterflexibility.Thenmultinomiallogitandmixedmultinomiallogitmodelareemployedtoestablishthree-stateclassificationfinancialdistresspredictionmodelusingfinancialratiosdataintheinvestigationresp

5、ectively.Theempiricalresultsdemonstratethatmodel-fitsandout-of-sampleforecastingaccuracyofthemixedmultinomiallogitaremuchsuperiortostandardmultinomiallogit.Also,mixedmultinomiallogitallowsameaningfulinterpretationoftheroleofthemeanandvarianceinfluenceofaparticularvariablethroughthestr

6、uctureofitsparameterspace.Themixedmultinomiallogitmodelthatconstructsintheresearchnotonlycanbeusedtopredictthree-stateclassification,butalsocanapplytopredicttwo-stateclassification.Themodelhavevaluableapplicationinfinancialdistress.Keywords:financialdistressprediction,three-stateclass

7、ification,mixedmultinomiallogit,multinomiallogit----II----哈爾濱工業(yè)大學(xué)管理學(xué)碩士學(xué)位論文目錄摘要...............................................................................................................................IAbstract.......................................................................

8、.....

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