First Exam    Solutions    Second Exam     Solutions

- Chapter 2 (Review of Regression Basics) SAS Programs

            Blood Pressure
            Blood Pressure via Proc Reg and via Proc IML
            Cement
            Seeds
            Water and Plants
            Breadth of Cuckoo's Eggs

- Chapter 3 (Generalised Linear Models) SAS Programs

            Poisson with Identity and Log Links (Dobson p.32 data)
            Leukaemia data with gamma dist and log link
            SAS GENMOD examples (1-5 and 7 from Tech Report)
            SAS Poisson polynomial example - illustrates Deviance
            Logit example in GENMOD and using IMLs minimiser on the likelihood

Chapter 6 (Nonlinear Regression Models) SAS Programs

            Transforming the EX2 model to a linear one
            Michaelis Menton model with Bates and Watts Puromycin Data
            f = x^theta first example
            BOD data (p. 37 of notes originally from B&W) and EX2 model
            QR decomposition of X matrix on p.44
            Ratkowsky's Dugong dataset with EX3 fit - parameterization on p.58 of notes
            Ratkowsky's onion growth - sigmoidal curves - notes pp.60-2
            Puromycin data and two MM2 curves - Extra SS F test 
 

Miscellany

            Pattinson data - EX3 model - in GPYC paper and SYSTAT manual
            Likelihood Based Confidence Region for Lansky2 Model
            Profile Likelihood Confidence Interval for Lansky2 model (Q parameter)
            D-optimal Design for Lansky2 model