Applied Nonlinear Regression
I will include here the course syllabus, lecture notes, homeworks, homework solutions, etc. Most of these items will be available in Adobe Acrobat (.pdf) format. In addition, there will be S-PLUS and R scripts (these will have .SSC, .q or .R extensions, but will be plain text files), SAS files and output (.sas and .lst files, respectively - also plain text), and perhaps a few other miscellaneous file types. This page will be updated frequently throughout the term, so come back often to check for new material. If I forget to post something that you think should be up here by now, just e-mail a reminder to me at dhall@stat.uga.edu.
Lecture Notes:
- Pages 1-100 of Lecture Notes (pdf format)
- Pages 101-200 of Lecture Notes (pdf format)
- Pages 201-266 of Lecture Notes (pdf format)
The following two files are zip files containing data sets from the National Institutes for Standards and Technology (NIST) and the Bates & Watts text that's on reserve (NRAIA), respectively. Each of these zip files expands into a directory structure that is set up in a way suitable for creating an R library. R is a "GNU" (free) version of S, the language on which S-PLUS is based. R code and S code is almost completely interchangeable, so these files and libraries should be usable with S-PLUS. At a minimum, you should be able to extract the data sets from these zip files.
NISTnls.zip
NRAIAnls.zip
Miscellaneous files discussed in the notes (SAS and R programs, data files, etc.):
- trout1 handout
- trout1.R
- trout.dat
- hills1.R
- hills1.pdf
- wind1.R
- wind1.pdf
- winddata.dat
- qr1.R
- longley.dat
- rabbit1.R
- rabbit1output.pdf
- rabbiteye.dat
- NumDerivExamp.R
- rabbit2.pdf
- rabbit2.R
- rabbit1.sas
- rabbit1.lst
- pressure1.pdf
- pressure1.R
- pasture1.pdf
- pasture1.R
- corn1.R
- corn1out.pdf
- corn1.dat
- hahn1.R
- hahn1.pdf
- hahn1.dat
- pressure1.sas
- pressure1.lst
- pressure.dat
- sweetgum1.R
- sweetgum.dat
- sweetgum1.pdf
- sweetgum2.R
- dialyzer1.R
- dialyzer1.pdf
- tetracycline.dat
- tetra1.pdf
- tetra1.mws (Maple file)
- tetra1.R
- compmodel.R
- lipo1.R
- lipo1.pdf
- orange1.R
- orange1.pdf
- indometh1.R
- indometh1.pdf
- CO2Handout.pdf
- CO2.R
- CO2.sas
- CO2.lst
- nlmeCO2.dat
Homework Assignments:
- Homework #1 (pdf format)
- Files for Homework #1:
- Homework #2 (pdf format)
- Files for Homework #2:
- Homework #3 (pdf format)
- Files for Homework #3:
- Homework #4 (pdf format)
- Files for Homework #4:
- Homework #5 (pdf format)
- Files for Homework #5:
- Homework #6 (pdf format)
- Files for Homework #6:
Homework Solutions:
- Homework #1 Solution (pdf format)
- Files mentioned in Homework #1 Solution:
- Homework #2 Solution (pdf format)
- Files mentioned in Homework #2 Solution:
- Homework #3 Solution (pdf format)
- Files mentioned in Homework #3 Solution:
- Homework #4 Solution (pdf format)
- Files mentioned in Homework #4 Solution:
- Homework #5 Solution (pdf format)
- Files mentioned in Homework #5 Solution:
- Homework #6 Solution (pdf format)
- Files mentioned in Homework #6 Solution:
Exams:
- Exam #1 (pdf format)
- Files mentioned in Exam #1:
- Exam #2 (Final Exam) (pdf format)
- Files mentioned in Exam #2:
Exam Solutions:
- Exam #1 Solution
- Files mentioned in Exam #1 Solution: