Parametrische Statistik

Verteilungen, maximum likelihood und GLM in R

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ISBN: 978-3-642-34785-6 (Print) 978-3-642-34786-3 (Online)
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Table of contents (17 chapters)

  1. Front Matter

    Pages i-xxii

  2. Book Chapter

    Pages 1-16

    Stichprobe, Zufallsvariable – Histogramm, Dichteverteilung

  3. Book Chapter

    Pages 17-36

    Stichprobe, Zufallsvariable – Histogramm, Dichteverteilung in R

  4. Book Chapter

    Pages 37-65

    Verteilungen, ihre Parameter und deren Schätzer

  5. Book Chapter

    Pages 67-84

    Verteilungen, Parameter und Schätzer in R

  6. Book Chapter

    Pages 85-92

    Korrelation und Assoziation

  7. Book Chapter

    Pages 93-103

    Korrelation und Assoziation in R

  8. Book Chapter

    Pages 105-121

    Regression - Teil I

  9. Book Chapter

    Pages 123-149

    Regression in R - Teil I

  10. Book Chapter

    Pages 151-164

    Regression - Teil II

  11. Book Chapter

    Pages 165-186

    Regression in R - Teil II

  12. Book Chapter

    Pages 187-208

    Das Lineare Modell: t-Test und ANOVA

  13. Book Chapter

    Pages 209-223

    Das Lineare Modell: t-Test und ANOVA in R

  14. Book Chapter

    Pages 225-234

    Hypothesen und Tests

  15. Book Chapter

    Pages 235-264

    Experimentelles Design

  16. Book Chapter

    Pages 265-293

    Multiple Regression: mehrere Prädiktoren

  17. Book Chapter

    Pages 295-331

    Multiple Regression in R

  18. Book Chapter

    Pages 333-334

    Ausblick

  19. Back Matter

    Pages 335-350