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ÄÚÈݼò½é Thisbookdemonstratesthecontributionthatstatisticscanandshouldmaketolinguisticstudies.Therangeofworktowhichstatisticalanalysisisapplicableisvast:including,forexample,languageacquisition,languagevariationandmanyaspectsofappliedlinguistics,Theaubhorsgiveawidevarietyoflinguixticexamplestodemonstratetheuseofstatisticsinsummarisingdatainthemostappropriateway,andthenmakinghelpfulinferencesformtheprocessedinformation.
Studentsandresesarchersinmanyfieldsoflinguisticswillfindthisbookaninvaluableintroductiontotheuseofstatistics,andapracticaltexttorthedevelopmentofskilsintheapplicationofstatistics.
Ŀ¼ PrefacebyHalliday
Íõ×ÚÑ×Ðò
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Preface
1Whydolinguistsneedstatistics?
2Tablesandgraphs
2.1Categoricaldata
2.2Numericaldata
2.3Multi-Waytables
2.4Specases
Summary
Exercises
3Summarymeasures
3.1Themedian
3.2Thearithmeticmean
3.3Themeanandthemediancompared
3.4Meansofproportionsandpercentages
3.5Variabilityordispersion
3.6Centralintervals
3.7Thevarianceandthestandarddeviation
3.8Standardisingtestscores
Summary
Exercises
4Statisticalinference
4.1Theproblem
4.2Populations
4.3Thetheoreticalsolution
4.4Thepragmaticsolution
Summary
Exercises
¡¡
5Probability
6Modelingstatisticalpopulations
7Estimatingformsamples
8Testinghypothesesaboutpopulationvalues
9Testingthefitofmodelstodata
10Measuringthedegreeofinterdependencebetween
11Testingfordifferencesbetweentwopopulations
12Analysisofvariance-ANOVA
13Linearregression
14Searchingforgroupsandclusters
15Princomponentsanalysisandfactorandlysis
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Thisbookdemonstratesthecontributionthatstatisticscanandshouldmaketolinguisticstudies.Therangeofworktowhichstatisticalanalysisisapplicableisvast:including,forexample,languageacquisition,languagevariationandmanyaspectsofappliedlinguistics,Theaubhorsgiveawidevarietyoflinguixticexamplestodemonstratetheuseofstatisticsinsummarisingdatainthemostappropriateway,andthenmakinghelpfulinferencesformtheprocessedinformation. Studentsandresesarchersinmanyfieldsoflinguisticswillfindthisbookaninvaluableintroductiontotheuseofstatistics,andapracticaltexttorthedevelopmentofskilsintheapplicationofstatistics. |
Ŀ¼ | |
PrefacebyHalliday Íõ×ÚÑ×Ðò µ¼¶Á Preface 1Whydolinguistsneedstatistics? 2Tablesandgraphs 2.1Categoricaldata 2.2Numericaldata 2.3Multi-Waytables 2.4Specases Summary Exercises 3Summarymeasures 3.1Themedian 3.2Thearithmeticmean 3.3Themeanandthemediancompared 3.4Meansofproportionsandpercentages 3.5Variabilityordispersion 3.6Centralintervals 3.7Thevarianceandthestandarddeviation 3.8Standardisingtestscores Summary Exercises 4Statisticalinference 4.1Theproblem 4.2Populations 4.3Thetheoreticalsolution 4.4Thepragmaticsolution Summary Exercises ¡¡ 5Probability 6Modelingstatisticalpopulations 7Estimatingformsamples 8Testinghypothesesaboutpopulationvalues 9Testingthefitofmodelstodata 10Measuringthedegreeofinterdependencebetween 11Testingfordifferencesbetweentwopopulations 12Analysisofvariance-ANOVA 13Linearregression 14Searchingforgroupsandclusters 15Princomponentsanalysisandfactorandlysis |
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