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Part I Data in statistics and R

  • 1. Basic R
  • 2. Data in statistics and in R
  • 3. Presenting data

Part II Probability, densities and distributions

  • 4. Probability and random variables
  • 5. Discrete densities and distributions
  • 6. Continuous distributions and densities
  • 7. The normal and sampling densities

Part III Statistics

  • 8. Exploratory data analysis
  • 9. Point and interval estimation
  • 10. Single sample hypotheses testing
  • 11. Power and sample size for single samples
  • 12. Two samples
  • 13. Power and sample size for two samples
  • 14. Simple linear regression
  • 15. Analysis of variance
  • 16. Simple logistic regression
  • 17. Application: the shape of wars to come



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Chapter 14. Simple linear regression

Scripts:

  • aaup-linear-vs-non-linear-through-R.R (add comments, etc. here)
  • body-measurements.R (add comments, etc. here)
  • ci.lm.R (add comments, etc. )
  • confidence-interval.R (add comments, etc. here)
  • DBH.R (add comments, etc. here)
  • exercise-body-measurements.R (add comments, etc. here)
  • family.R (add comments, etc. here)
  • goodness-of-fit.R (add comments, etc. here)
  • height-vs-upper-arm-length.R (add comments, etc. here)
  • import-boday-mesurements-blood-pressure-data.R (add comments, etc. here)
  • lm-assumptions-violated.R (add comments, etc. here)
  • lm-assumptions.R (add comments, etc. here)
  • r.t.test.R (add comments, etc. )
  • see.R (add comments, etc. here)
  • temperature-Cook.R (add comments, etc. here)
  • temperature-DFBETAS.R (add comments, etc. here)
  • temperature-DFFITS.R (add comments, etc. here)
  • temperature-diagnostics.R (add comments, etc. here)
  • temperature-RSTANDARD-vs-RSTUDENT.R (add comments, etc. here)
  • temperature.R (add comments, etc. here)
  • trees-height-vs-age-4-points.R (add comments, etc. here)
  • trees-height-vs-age-with-CI.R (add comments, etc. here)
  • trees-height-vs-age.R (add comments, etc. here)
  • world-bank.R (add comments, etc. here)

Data:

  • aaup.rda
  • basal-metabolic-rate.txt
  • bm.rda
  • bmv.rda
  • body-measurements.xpt
  • DBH.txt
  • exercise-skipping-class.txt
  • remove.rda
  • SLR.vsd Δ
  • temperature.rda
  • world-bank.csv

Chapter comments

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dptx nlwdmujb? — 27 August 2008, 05:51

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Sarah? — 19 November 2008, 22:58

Where is the data exercise-skipping-class.txt located that is referred to in Exercise 14.7?

Y Cohen? — 04 December 2008, 19:30

Sarah: it is there now; thanks for the remark.

Page last modified on December 04, 2008, at 07:30 PM