Quantitative analysis method

Introduction

"QuantitativeAnalysisMethod"isoneof"MPAEducationSeriesofNanjingUniversity".Withthedevelopmentofsociety,peoplemustconsidertherelevance,systemandcomprehensivenessofthingsinanydecision-makingprocess.Quantitativemethodsareoneoftheindispensableresearchmethodsinanalysisanddecision-making.Thefirsteditionofthisbookwaspublishedin2002.Aftermorethantwoyearsofteachingpractice,theauthorfoundthatsomeofthecontentneededfurtherrefinement.Basedonthis,werevisedthebook.

BookCatalog

1Introduction

1.1MethodOverview

1.2ProceduresforQuantitativeAnalysisResearch

1.2.1Selectatopic

1.2.2Developaboundaryquestionplan

1.2.3Datacollection,identificationandarrangement

1.2.4Dataanalysisandprediction

1.2.5Theresultsofanalysisandresearchandtheirevaluation

1.3Thematicapplicationsofanalysisandresearch

1.3.1Scientificandtechnologicalanalysisandresearch

1.3.2Socialscienceanalysisandresearch

1.3.3Scientificmanagementanalysisandresearch

1.3.4Economicanalysisandresearch

2Theprocedureofanalysisandresearch

2.1Selectthesubject

2.1.1Sourceofdata

2.1.2Generalproceduresfordatacollection

2.1.3Methodsfordatacollection

2.2DataArrangementandRepresentation

2.2.1DataClassification

2.2.2OneStepofDataArrangement

2.2.3DataArrangementandRepresentation

2.3Analysisofdatadistributioncharacteristics

2.3.1Measurementofcentraltendency

2.3.2Measurementofdiscretetrend

3LogicMethod

3.1Overviewoflogicalmethod

3.1.1Populationandsample

3.1.2Estimatedtype

3.1.3EvaluationandmeasurementThestandard

3.2pointestimation

3.3intervalestimation

3.3.1confidenceinterval

3.3.2intervalestimationofthepopulationmean

3.4Basicissuesofhypothesistesting

3.4.1Theconceptofhypothesis

3.4.2Twotypesoferrorsandsignificancelevel

3.4.3Hypothesistestingsteps

3.5Testingthepopulationmean

3.5.1Testingmethodsforlargesamples

3.5.2Testingmethodsforsmallsamples

3.6Testofoverallvariance

4Regressionanalysismethod

4.1Overview

4.1.1Basicconceptsofregressionanalysis

4.1.2Basicstepsofregressionanalysis

4.1.3Selectionofcharacteristicparameters

4.1.4Necessarymathematicalknowledge

4.2UnarylinearRegressionanalysismethod

4.2.1Setregressionequation

4.2.2Determineregressioncoefficient

4.2.3Correlationtest

4.2.4Predictionandintervalestimation

4.3Multiplelinearregressionanalysismethod

4.3.1Basicmodelofmultiplelinearregression

4.3.2RelatedTest

4.3.3Intervalestimation

4.3.4Examples

4.4Nonlinearregressionanalysismethod

4.4.1ConvertibleCurveregressionforlinearregression

4.4.2Examples

4.5Regressionmodelidentificationandselection

4.5.1Regressionmodelidentificationandselection

4.5.2Examples

5Timeseriesanalysismethod

5.1Overview

……

6Analytichierarchyprocess

7Decision-makingmethod

8Optimaldecision-making

9Input-outputanalysismethod

10caseanalysis

ReferenceBibliography

Postscript