Regression Analysis of Count Data

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1、ThispageintentionallyleftblankEconometricSocietyMonographsNo.30RegressionanalysisofcountdataRegressionAnalysisofCountDataStudentsinboththenaturalandsocialsciencesoftenseekregressionmodelstoexplainthefrequencyofevents,suchasvisitstoadoc-tor,autoaccidents,ornewpatentsawarded.Thisanalysisprovi

2、desthemostcomprehensiveandup-to-dateaccountofmodelsandmethodstointerpretsuchdata.Theauthorshaveconductedresearchinthefieldfornearly15yearsandinthisworkcombinetheoryandpracticetomakesophisticatedmethodsofanalysisaccessibletopractitionersworkingwithwidelydifferenttypesofdataandsoftware.Thetrea

3、tmentwillbeusefultoresearchersinareassuchasappliedstatistics,economet-rics,marketing,operationsresearch,actuarialstudies,demography,biostatistics,andquantitativelyorientedsociologyandpoliticalsci-ence.Thebookmaybeusedasareferenceworkoncountmodelsorbystudentsseekinganauthoritativeoverview.Th

4、eanalysisiscom-plementedbytemplateprogramsavailableontheInternetthroughtheauthors’homepages.A.ColinCameronisAssociateProfessorofEconomicsattheUni-versityofCalifornia,Davis.HehasalsotaughtattheOhioStateUni-versityandheldvisitingpositionsattheAustralianNationalUniver-sity,IndianaUniversityatB

5、loomington,andtheUniversityofNewSouthWales.Hisresearchoncountdataandmicroeconometricshasappearedinmanyleadingeconometricsjournals.PravinK.TrivediisProfessorofEconomicsatIndianaUniver-sityatBloomingtonandpreviouslytaughtattheAustralianNationalUniversityandUniversityofSouthampton.Hehasalsohel

6、dvisitingpositionsattheEuropeanUniversityInstituteandtheWorldBank.Hispublicationsoncountdataandmicro-andmacro-econometricshaveappearedinmostleadingeconometricsjournals.EconometricSocietyMonographsEditors:PeterHammond,StanfordUniversityAlbertoHolly,UniversityofLausanneTheEconometricSocietyis

7、aninternationalsocietyfortheadvancementofeco-nomictheoryinrelationtostatisticsandmathematics.TheEconometricSocietyMonographSeriesisdesignedtopromotethepublicationoforiginalresearchcontributionsofhighqualityinmathematicaleconomicsandtheoreticalandappliede