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Technometrics Volume 24, 1982 - Issue 1
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Original Articles

Guided Regression Modeling for Prediction and Exploration of Structure With Many Explanatory Variables

J. C. Baskerville Baskerville Associates, 319 Piccadilly Street, London, Canada, N6A 1S6
&
J. H. Toogood Department of Medicine, Victoria Hospital, London, Canada, N6A 4G5
Pages 9-17 | Published online: 23 Mar 2012

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J. R. Buxton. (1992) Some comments on the application of diagnostic techniques in empirical modelling. Journal of Applied Statistics 19:2, pages 211-221.
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Robert L. Mason. (1986) Latent root regression: a biased regression methodology for use with collinear predictor variables. Communications in Statistics - Theory and Methods 15:9, pages 2651-2678.
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SubhashC. Narula & JohnF. Wellington. (1985) Interior Analysis for the Minimum Sum of Absolute Errors Regression. Technometrics 27:2, pages 181-188.
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R.R. Hocking. (1983) Developments in Linear Regression Methodology: 1959–l982. Technometrics 25:3, pages 219-230.
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DouglasM. Hawkins & W. J. R. Eplett. (1982) The Cholesky Factorization of the Inverse Correlation or Covariance Matrix in Multiple Regression. Technometrics 24:3, pages 191-198.
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Donna A. HollarWilliam RasdorfMin LiuJoseph E. HummerIngrid ArochoSimon M. Hsiang. (2013) Preliminary Engineering Cost Estimation Model for Bridge Projects. Journal of Construction Engineering and Management 139:9, pages 1259-1267.
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Margaret D'Mello, Abraham A. Kurudamannil, Degapudi J. Reddy & Penumatsa S. Raju. (2013) Postmyocardial infarction left ventricular dysfunction – Assessment and follow up of patients undergoing surgical ventricular restoration by the endoventricular patchplasty. Indian Heart Journal 65:1, pages 17-23.
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Joseph F. SabikIIIIII, Eugene H. Blackstone, A. Marc Gillinov, Michael K. Banbury, Nicholas G. Smedira & Bruce W. Lytle. (2006) Influence of patient characteristics and arterial grafts on freedom from coronary reoperation. The Journal of Thoracic and Cardiovascular Surgery 131:1, pages 90-98.
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Joseph F. SabikIIIIII, Eugene H. Blackstone, Penny L. Houghtaling, Peter A. Walts & Bruce W. Lytle. (2005) Is Reoperation Still a Risk Factor in Coronary Artery Bypass Surgery?. The Annals of Thoracic Surgery 80:5, pages 1719-1727.
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Michael K Banbury, Jennifer A White, Eugene H Blackstone & Delos M CosgroveIIIIII. (2003) Vacuum-assisted venous return reduces blood usage. The Journal of Thoracic and Cardiovascular Surgery 126:3, pages 680-687.
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A.Marc Gillinov, Eugene H Blackstone, Delos M CosgroveIIIIII, Jennifer White, Paul Kerr, Antonino Marullo, Patrick M McCarthy & Bruce W Lytle. (2003) Mitral valve repair with aortic valve replacement is superior to double valve replacement. The Journal of Thoracic and Cardiovascular Surgery 125:6, pages 1372-1385.
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Thomas W. Rice, Eugene H. Blackstone, David J. Adelstein, Gregory ZuccaroJrJr, John J. Vargo, John R. Goldblum, Sudish C. Murthy, Malcolm M. DeCamp & Lisa A. Rybicki. (2003) Role of clinically determined depth of tumor invasion in the treatment of esophageal carcinoma. The Journal of Thoracic and Cardiovascular Surgery 125:5, pages 1091-1102.
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Jose L Navia, Patrick M McCarthy, Katherine J Hoercher, Nicholas G Smedira, Michael K Banbury & Eugene H Blackstone. (2002) Do left ventricular assist device (LVAD) bridge-to-transplantation outcomes predict the results of permanent LVAD implantation?. The Annals of Thoracic Surgery 74:6, pages 2051-2063.
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Joseph F. Sabik, A.Marc Gillinov, Eugene H. Blackstone, Catherine Vacha, Penny L. Houghtaling, Jose Navia, Nicholas G. Smedira, Patrick M. McCarthy, Delos M. Cosgrove & Bruce W. Lytle. (2002) Does off-pump coronary surgery reduce morbidity and mortality?. The Journal of Thoracic and Cardiovascular Surgery 124:4, pages 698-707.
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A.Marc Gillinov, Per Nils Wierup, Eugene H. Blackstone, Ehab S. Bishay, Delos M. Cosgrove, Jennifer White, Bruce W. Lytle & Patrick M. McCarthy. (2001) Is repair preferable to replacement for ischemic mitral regurgitation?. The Journal of Thoracic and Cardiovascular Surgery 122:6, pages 1125-1141.
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Thomas W. Rice, Eugene H. Blackstone, John R. Goldblum, Malcolm M. DeCamp, Sudish C. Murthy, Gary W. Falk, Adrian H. Ormsby, Lisa A. Rybicki, Joel E. Richter & David J. Adelstein. (2001) Superficial adenocarcinoma of the esophagus. The Journal of Thoracic and Cardiovascular Surgery 122:6, pages 1077-1090.
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Michael K Banbury, Delos M CosgroveIIIIII, Jennifer A White, Eugene H Blackstone, Robert W M. Frater & J.Edward Okies. (2001) Age and valve size effect on the long-term durability of the Carpentier-Edwards aortic pericardial bioprosthesis. The Annals of Thoracic Surgery 72:3, pages 753-757.
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Nicholas G. Smedira, Nader Moazami, Camille M. Golding, Patrick M. McCarthy, Carolyn Apperson-Hansen, Eugene H. Blackstone & Delos M. CosgroveIIIIII. (2001) Clinical experience with 202 adults receiving extracorporeal membrane oxygenation for cardiac failure: Survival at five years. The Journal of Thoracic and Cardiovascular Surgery 122:1, pages 92-102.
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Anders Franco-Cereceda, Patrick M. McCarthy, Eugene H. Blackstone, Katherine J. Hoercher, Jennifer A. White, James B. Young & Randall C. Starling. (2001) Partial left ventriculectomy for dilated cardiomyopathy: Is this an alternative to transplantation?. The Journal of Thoracic and Cardiovascular Surgery 121:5, pages 879-893.
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Constantine L Athanasuleas, Alfred W.H StanleyJr.Jr., Gerald D Buckberg, Vincent Dor, Marissa DiDonato & Eugene H Blackstone. (2001) Surgical anterior ventricular endocardial restoration (SAVER) in the dilated remodeled ventricle after anterior myocardial infarction. Journal of the American College of Cardiology 37:5, pages 1199-1209.
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Thomas W. Rice, Eugene H. Blackstone, David J. Adelstein, Gregory ZuccaroJrJr, John J. Vargo, John R. Goldblum, Lisa A. Rybicki, Sudish C. Murthy & Malcolm M. DeCamp. (2001) N1 esophageal carcinoma: The importance of staging and downstaging. The Journal of Thoracic and Cardiovascular Surgery 121:3, pages 454-464.
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Nicholas G Smedira & Eugene H Blackstone. (2001) Postcardiotomy mechanical support: risk factors and outcomes. The Annals of Thoracic Surgery 71:3, pages S60-S66.
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Rosalyn Scott, Eugene H. Blackstone, Patrick M. McCarthy, Bruce W. Lytle, Floyd D. Loop, Jennifer A. White & Delos M. Cosgrove. (2000) Isolated bypass grafting of the left internal thoracic artery to the left anterior descending coronary artery. The Journal of Thoracic and Cardiovascular Surgery 120:1, pages 173-184.
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Monica L. McDonald, Nicholas G. Smedira, Eugene H. Blackstone, Richard A. Grimm, Bruce W. Lytle & Delos M. Cosgrove. (2000) Reduced survival in women after valve surgery for aortic regurgitationEffect of aortic enlargement and late aortic rupture. The Journal of Thoracic and Cardiovascular Surgery 119:6, pages 1205-1215.
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Francis V. DiPierro, Thomas W. Rice, Malcolm M. DeCamp, Lisa A. Rybicki & Eugene H. Blackstone. (2000) Esophagectomy and staged reconstruction✩. European Journal of Cardio-Thoracic Surgery 17:6, pages 702-709.
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Benjamin Medalion, Eugene H. Blackstone, Bruce W. Lytle, Jennifer White, John H. Arnold & Delos M. Cosgrove. (2000) Aortic valve replacement: Is valve size important?. The Journal of Thoracic and Cardiovascular Surgery 119:5, pages 963-974.
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Joseph F. Sabik, Bruce W. Lytle, Eugene H. Blackstone, Patrick M. McCarthy, Floyd D. Loop & Delos M. Cosgrove. (2000) Long-term effectiveness of operations for ascending aortic dissections. The Journal of Thoracic and Cardiovascular Surgery 119:5, pages 946-964.
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Ehab S. Bishay, Patrick M. McCarthy, Delos M. Cosgrove, Katherine J. Hoercher, Nicholas G. Smedira, Debabrata Mukherjee, Jennifer White & Eugene H. Blackstone. (2000) Mitral valve surgery in patients with severe left ventricular dysfunction. European Journal of Cardio-Thoracic Surgery 17:3, pages 213-221.
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Filip P. Casselman, A. Marc Gillinov, Rami Akhrass, Vigneshwar Kasirajan, Eugene H. Blackstone & Delos M. Cosgrove. (1999) Intermediate-term durability of bicuspid aortic valve repair for prolapsing leaflet1. European Journal of Cardio-Thoracic Surgery 15:3, pages 302-308.
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William O Myers, Eugene H Blackstone, Kathryn Davis, Eric D Foster & George C Kaiser. (1999) CASS registry. Journal of the American College of Cardiology 33:2, pages 488-498.
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Brigitta J. Robinson, Thomas W. Rice, Scott A. Strong, Lisa A. Rybicki & Eugene H. Blackstone. (1999) Is resection of pulmonary and hepatic metastases warranted in patients with colorectal cancer?. The Journal of Thoracic and Cardiovascular Surgery 117:1, pages 66-76.
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A.Marc Gillinov, Delos M. Cosgrove, Eugene H. Blackstone, Ramon Diaz, John H. Arnold, Bruce W. Lytle, Nicholas G. Smedira, Joseph F. Sabik, Patrick M. McCarthy & Floyd D. Loop. (1998) Durability of mitral valve repair for degenerative disease. The Journal of Thoracic and Cardiovascular Surgery 116:5, pages 734-743.
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Carl E.E Kuntze, Eugene H Blackstone & Tjark Ebels. (1998) Thromboembolism and mechanical heart valves: a randomized study revisited. The Annals of Thoracic Surgery 66:1, pages 101-107.
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William G. Williams, Jan M. Quaegebeur, John W. Kirklin & Eugene H. Blackstone. (1997) Outflow obstruction after the arterial switch operation: A multiinstitutional study. The Journal of Thoracic and Cardiovascular Surgery 114:6, pages 975-990.
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John C. ChambersJane SomervilleSusan StoneDonald N. Ross. (1997) Pulmonary Autograft Procedure for Aortic Valve Disease. Circulation 96:7, pages 2206-2214.
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Jeffrey M. Piehler, Eugene H. Blackstone, Kent R. Bailey, Michael E. Sullivan, James R. Pluth, Noel S. Weiss, Ron S. Brookmeyer & James G. Chandler. (1995) Reoperation on prosthetic heart valves. The Journal of Thoracic and Cardiovascular Surgery 109:1, pages 30-48.
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Sabine Van Huffel & Joos Vandewalle. (1987) Algebraic relationships between classical regression and total least-squares estimation. Linear Algebra and its Applications 93, pages 149-160.
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