Name Data description Source Datafile name + description Activity ELS=The elements of statistical learning; http://www-stat.stanford.edu/~tibs/ElemStat KošťálováEgyptian skull Egyptian Skull Development Story.htm; Egyptian Skulls DatClassification Burešovi Air pollution and mortality Air Pollution and Mortality Story.htm; SMSA Datafile.htm;Multiple regression Májek + KRisk of coronary hearth disease heart-diseases_data.xls Logistic regression (chd-dep Spam data spam_data.txt; spam_info.txt + ELS page 2 Classification TomčíkováOzone http://www.math.uio.no/avozone_description.pdf; Ozone.txt GAMs ProcházkaProstate data http://www.math.uio.no/avprostate.data + ESL page 3 Multiple regression kyphosis available in R library gam: data(kyphosis) GAMs Pink + PoPrices of houses hausing_data.TXT; housing_description.doc Multiple regression Nutritional informathttp://jamsb.austms.org.abakery.dat Multiple regression Body dimensions http://jamsb.austms.org.abody.dat Multiple regression Wine testing http://mlearn.ics.uci.eduwine.names; wine.dat Classification ##### Sheet 2 ##### ##### Sheet 3 #####