Lectures on Categorical Data Analysis

This book offers a relatively self-contained presentation of the fundamental results in categorical data analysis, which plays a central role among the statistical techniques applied in the social, political and behavioral sciences, as well as in marketing and medical and biological research. The me...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Rudas, Tamás (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: New York, NY : Springer US : Imprint: Springer, 2018.
Έκδοση:1st ed. 2018.
Σειρά:Springer Texts in Statistics,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • The Role of Categorical Data Analysis
  • Sampling Distributions
  • Normal Approximations
  • Simple Estimation for Categorical Data
  • Basic testing for categorical data
  • Association.-Latent classes and exponential families
  • Effects and associations
  • Simpson's Paradox
  • Log-Linear Models--Definition
  • Log-Linear Models-- Interpretation
  • Log-Linear Models--Estimation
  • What's Next?.-References.