Applied Multivariate Statistical Analysis in Medicine
Autor Jingmei Jiangen Limba Engleză Paperback – 23 aug 2024
- Gives understanding and mastering of the multivariate analysis techniques in the medical sciences
- Maintains a balance between the introduction of statistical analysis theory and the cultivation of practical skills
- Exposes a variety of well-designed real-life cases that integrate concepts and analytical techniques
- Includes substantive exercises, online coding sources, and case discussions to solidify a conceptual understanding
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Specificații
ISBN-13: 9780443235870
ISBN-10: 0443235872
Pagini: 522
Dimensiuni: 191 x 235 mm
Greutate: 0.45 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 0443235872
Pagini: 522
Dimensiuni: 191 x 235 mm
Greutate: 0.45 kg
Editura: ELSEVIER SCIENCE
Cuprins
1. Overview of multivariate statistical analysis 2. Multivariate normal distribution 3. Hypothesis testing for the parameters of multivariate normal populations 4. Multivariate linear regression 5 Generalized linear models 6. Logistic regression 7. Survival Analysis 8. Principal Component Analysis 9. Factor Analysis 10. Canonical correlation analysis 11. Cluster Analysis 12. Discriminant Analysis 13. matrix algebra