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ID:41191860
大小:238.06 KB
页数:67页
时间:2019-08-18
《Modern Applied Statistics with S-Plus》由会员上传分享,免费在线阅读,更多相关内容在学术论文-天天文库。
1、ModernAppliedStatisticswithS-PlusBennyYakirAbstractThesenotesarebasedonthebookModernAppliedStatisticswithS-PlusbyW.N.VenablesandB.D.Ripley.Nooriginalityisclaimed.********************************************************************************************************Contents1StartingR
2、41.1InstallingR............................41.2BasicRCommands.......................41.3AnExampleofanRSession..................42ObjectsinR62.1Vectorsandmatrices.......................62.2Lists................................72.3Factors..............................82.4Dataframes....
3、........................82.5Homework.............................83Functions103.1Built-infunctions.........................103.2Writingfunctions.........................113.3Plottingfunctions........................133.4HomeWork............................134Linearmodels144.1Asimpler
4、egressionexample..................144.2Modelformulae..........................144.3Diagnostics............................164.4Modelselection..........................174.5Homework.............................1815GeneralizedLinearModels(GLM)195.1Thebasicmodel.........................
5、195.2Analysisofdeviance.......................205.3Fittingthemodel.........................215.4Genericfunctionsandmethodfunctions............215.5AsmallBinomialexample....................215.6Fittingotherfamilies.......................235.7Frames...............................235.8A
6、Poissonexample........................235.9HomeWork............................246Robustmethods266.1Introduction............................266.2Thelqsfunctionforresistantregression...........266.3Someexamples..........................286.4Homework............................317Non-l
7、inearRegression337.1Thebasicmodel.........................337.2Asmallexample.........................337.3Attributes.............................357.4Prediction.............................357.5Proles..............................387.6Homework............................398Non-param
8、etricandsemi
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