Analyzing Medical Data using S-PLUS
Brian Everitt and Sophia Rabe-Hesketh
Springer, 2001

Script files for the book: scripts.zip

Datasets for the book: data.zip

List of chapters with script files and data needed for each:

  1. Describing Data
    descr.ssc
    elderly.dat, leukaem.dat, cancer.dat, lung.dat, ukdeath.dat
  2. Basic Inference
    basic.ssc
    sirds.dat, behave.dat, tryg.dat
  3. Scatterplots, Simple Regression and Smoothing
    scatter.ssc
    resting.dat, anaerob.dat, cancer.dat, image.dat, usbirths.dat, birdea.dat, helmets.dat
  4. Analysis of Variance and Covariance
    anova.ssc
    redf.dat, biofeed.dat, antip.dat, anorexia.dat
  5. The Analysis of longitudinal data
    ald.ssc
    estrogen.dat
  6. More Graphics
    graphics.ssc
    paint.dat, health.dat, surgery.dat
  7. Multiple Linear Regression
    mlr.ssc
    anesth.dat, cystic.dat, redf.dat, biofeed.dat
  8. Generalized Linear Models I: Logistic Regression
    glm1.ssc,
    hdis.dat, heart.dat, leuk.dat, leprosy.dat
  9. Generalized Linear Models II: Poisson Regression
    glm2.ssc,
    lungcanc.dat, lips.dat
  10. Linear Mixed Models I
    reff1.ssc
    pefr.dat, equiv.dat, babies.dta,
  11. Linear Mixed Models II
    reff2.ssc
    babies.dta, pefr.dat, ghqp.dat
  12. Generalized Additive Models
    gam.ssc
    resting.dat, anaerob.dat, cystic.dat, plasma.dat
  13. Non-linear Models
    nlm.ssc
    radioim.dat, onsetw.dat, onsetm.dat
  14. Regression Trees
    tree.ssc
    birthwt.dat
  15. Survival Analysis I
    surv1.ssc
    leuk.dat, prostate.dat
  16. Survival Analysis II
    surv2.ssc
    prostate.dat, bmt.dat
  17. Principal Components and Factor Analysis
    pcfa.ssc
    headsize.dat, food.dat, patient.dat
  18. Cluster Analysis
    clus.ssc
    food.dat, mort.txt, birdea.dat
  19. Discriminant Function Analysis
    dfa.ssc
    sirds.dat, image.dat
  20. Appendix B: Answers to Exercises
    answers.ssc
    hear.dat, breast.dat, food1.dat, data from earlier chapters