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...
Κύριος συγγραφέας: | |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
New York, NY :
Springer US : Imprint: Springer,
2018.
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Έκδοση: | 1st ed. 2018. |
Σειρά: | Springer Texts in Statistics,
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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.