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PSU STAT 501 - DATA SETS

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List of references for data sets(used by D r. Laura J. Sim on’s Stat 501 cour ses at Penn State Un iversity)NOTE: A special thanks to all of the follo w in g whose data sets ha ve been used (at leastonce) in my graduate-level regression course (Stat 501) at Penn State University. I (and mystudents!) especially appreciate ho w these da ta sets have enriched the student ’s experiencein learning how to apply the methods of regression analysis to “real-w or ld” data.A SECOND NOTE: Someofthedatasetshavemultiplereferences—onefromtheoriginalsource and two (or more) from the secondary source (the place where I most likely foundthe data set.)A THIRD NOTE: Every attempt has been made to report the references to the datasets com pletely and accura tely. If you notice a problem with any reference — in error or inomission — please don’t hesitate to notify me by e-mail at [email protected] Automob ile Association. (1991). Defe n sive Driving : Man a g ing Time and Space,P amphlet #3389.Anscombe, F. J. (1973). Graphs in statistical analysis. The A m e rican Statistician ,27,pp.17-21. (anscombe.txt)A tkinson, A.C. (1985). Plots, Transform atio ns, and Regression. Oxford : Clarendon Press,p.4. (alpsw a ter.txt)Atkinson, A .C . (1994). Transforming both sides of a tree. The American Statistician 48:307-312. (shortleaf.txt)Bruce, R.A., Kusumi, F. and D. Hosmer. (1973). Maxim al o xygen intake and nomographicassessment of functiona l aero bic impairment in cardiovascular disease. A merican Heart Jour-nal 65: 546-562. (trea dmill.txt)Bruce, C. and F. X. Sch umac her. (1935). Forest Mensu ration. M cG raw Hill: New York.(shortleaf.txt)British official statistics, Family Expenditure Survey, Department of Emplo ym ent, 1981.(alcoholtobacco.txt)Chambers, John M., Clevelan d, William S., Klein er, Beat, and Tuke y, Paul A. (1983). Graph-ical Methods for Da ta Analysis. Wadswoth: Belm ont, CA . (auto m o b ile.tx t, hamster.txt)Colb y, C ., Kilgore, D. L., Jr. and S. Ho we. ( 1987) . Effects of hypo xia and hypercapniaon VT,fand VIof nestling and adult bank sw allo ws. Am erican Journal of Physiolo gy 253:R854-R860. (bab ybirds.txt)Cook, R. Dennis and Sanford Weisberg. (1999). A pplied Regression Including Computingand Graphics. Wiley: New York. (bluegills.txt)Criqu i, M. H. University of California, San Dieg o, Sc h ool of Medicine. New York Times,28Dec 1994. (wineheart.txt)David, San d ra K. and William T. Riley. (1990). The relationship of the Allen CognitiveLevel Test to cognitiv e abilities and psyc h op atho logy. American Journal of OccupationalTherapy 44: 493-497. (allentest.txt)1Daniel, Wayne W. (1999). Bios ta tistics: A Found a tion for Analysis in the Health Sciences.Wiley: New York. (allergen.txt, allen test.txt, bloodpress.txt, stress.txt, birthsmok-ers.txt, depression.txt, dexterit y.txt, surgerytemp.txt)Denb y, L. and D. Pregibon. (1987). An example of the use of graphics in regression. TheAmerican Statistician 41: 33-38. (oldfaithful.txt)De Veaux, Richard D. and Velleman, Paul F. (2004). Intro Stats. Pearson-Addison Wesley:Boston, MA. (boyleslaw.txt)Domeck, Doug, Smithers Scien tific Services, Inc., Akron, OH. (treadw ear.txt)Draper, N orm an R. and Harry Smith. (1998). Applied Re gression An alysis, 3rd edition.Wiley: New York.(ceme nt.txt, adaptiv e.txt, corrosion.txt, lifeline.tx t, treesize.txt)Duncan, D. F. (1994). Drug law enforcement expenditures and drug-induced deaths. Psy-chological Reports, 75, 57-58. (drugdea.txt)Erickson, Roberta S. and Sue T. Yount. (1991). Effect of aluminized co vers on body tempera-ture in patients ha ving abdominal surgery. Heart and Lung 20: 255-264. (surgerytemp.txt)Exploring Data (w ebsite). http://www.exploringdata.cqu.edu.au/. (cha l lenger.txt, alli-gator.txt)Ezekiel, M. and K. A. Fo x. (1959). Methods of Correlation and Regression Analysis. Wiley :New York. (cornyield.txt)Fisher, Lloy d D. and Gerald van Belle. (1993). Biostatistics: A Methodology for the HealthScienc es. Wiley-Interscience: New York. (skin c an ce r .tx t, treadmill.txt)Fordedal, H. et al. (1995). A multivariate analysis of W /O emulsions in high external electricfields as studied b y means of dielectric time domain spectroscopy. Journal of Colloid andInterface Science 173(2): 398, Table 2. (wateroil.txt)Glantz, Stanton A. and Bry an K. Slinker. (2001). Applied Regression and A nalysis ofVariance, 2nd edition. McGra w-Hill: New York. (babybirds.txt, coolhearts.txt)Grayson, D. K. (1990). Donner party deaths: a demograp hic assessment. Journal of A n-thropological Research 46: 223-42. (donner.txt)Hald, A. (1952). Statis tical Theory with Engineering Application s.Wiley:NewYork.(cem ent.txt)Hale, S. L., Dave , R. H. and R. A. Kloner. (1997). Regional hypothermia reduces m yocardialnecrosis even when instituted after the onset of ischem ia. Basic Research in Cardiology 92:351-357. (coolhearts.txt)Hamilton, Law rence C. (1992). Regr ession with Graphics: A Second Course in AppliedStatistics. Du xb ury Press: Belmont, CA. (leadcord.txt)Hand,D.J.,Daly,F.,Lunn,A.D.,McConway,K.J.,andOstrowski,E,Eds. (1994). AHandbook of Small Data Sets. Chapman & Hall: London. (alpswater.txt, usair.txt,w ordrecall.txt)Hugh es, Susan . Sc hool of Public Health, Universit y of Illinois, Chicag o. Courtesy use ofdata set. (hosp ital.txt )2Iman, Ronald L. (1995). A Data-Based Approach to Statistics, Concise Version. Duxbury:Belmont, CA. (alcoholar m .tx t)Karelitz, S. Fisichelli, V. R., Costa, J., Kav elitz , R. and L. Rosenfeld. (1964). Relationof crying in early infancy to speech and intellectual dev elopment at age three yea rs. ChildDevelopment 35: 769-777. (crying iq.txt)Keienburg, W. Heinemann , D , and S. Sc hm itz, eds. (1990). Grizm ek’s Encyclopedia ofMammals. McGraw-Hill: New York. (mammgest.txt)Kleinbaum, Da v id G., Kupper, Lawrence, L., Muller, Keith E., and Azhar Nizam. (1998).App lied Regression Analysis and Other Multivariate Methods. Du xbury Press: PacificGrove:CA. (delinq u en cy.tx t)Last Resource, Inc. Bellefonte, PA. (seeingdist.txt)Lym an , C. P., O’B rien , R. C., Green e, G. C., and Papafran gos, E. D. (1981). Hibernation andlongev ity in the Turk ish ha m ste r Mesocricetus brandti. Science 212, 668-670. (hamster.txt)Margolin, Barry H. (1988). Statistical aspects of using biological markers. Statistical Science3(3): 351-357. (urine.txt)Marsh, C. (1988). Exploring data. P o lity Press: Cambridge, UK. (husbandwife.txt)McC lav e, J. T. an d F. H .


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