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Communications in Statistics - Theory and Methods Volume 29, 2000 - Issue 9-10
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Original Articles

Save: a method for dimension reduction and graphics in regression

R. Dennis Cook Department of Applied Statistics, University of Minnesota, St. Paul, MN, 55108
Pages 2109-2121 | Received 01 May 1999, Published online: 27 Jun 2007

  • Cook , R.D. 1994a . On the interpretation of regression plots . J.Amer, Statist Assoc , 89 : 177 – 189 .
  • Cook , R.D. 1994b . “ Using dimension-reduction subspaces to identify important inputs in models of physical systems ” . In 1994 Proceedings of the Section on Physical and Engineering Sciences , 18 – 25 . Alexandria, VA : American Statistical Association .
  • Cook , R.D. 1996 . Graphics for regressions with a binarv response . J. Amer. Statist Assoc , 91 : 983 – 992 .
  • Cook , R.D. 1998a . Regression Graphics: Ideas for studying regressions through graphics , New York : Wiley .
  • Cook , R.D. 1998b . Principal Hessian directions revisited (with discussion) . J. Amer. Statist. Assoc , 93 : 84 – 100 .
  • Cook , R.D. and Lee , H. 1999 . Dimension reduction in binary response regression . J. Amer. Statist. Assoc , 94 : 1187 – 1200 .
  • Cook , R.D. and Weisberg , S. 1991 . Discussion of 'Sliced inverse regression for dimension reduction . J. Amer. Statist. Assoc , 86 : 328 – 333 .
  • Cook , R.D. and Weisberg , S. 1999a . Graphics in statistical analysis: Is the medium the message? . Amer. Stat , 53 : 29 – 37 .
  • Cook , R.D. and Weisberg , S. 1999b . Applied Regression Including Comput-ino and Graphics , New York : Wiley .
  • Dawid , A.P. 1979 . Conditional independence in statistical theory . J. Royal Statist Soc Ser B , 41 : 1 – 31 .
  • Eaton , M.L. 1983 . Multivariate Statistics , New York : Wiley .
  • Flury , B. and Riedwyl , H. 1988 . Multivariate Statistics: a practical approach , New York : Chapman and Hall .
  • Gnanadesikan , R. 1977 . Methods for Statistical Data Analysis of Multivariate Observations , New York : Wiley .
  • Li , K.C. 1991 . Sliced inverse regression for dimension reduction (with discussion) . J. Amer. Statist. Assoc , 86 : 316 – 342 .
  • Li , K.C. 1992 . On principal Hessian directions for data visualization and dimension reduction: Another application of Stein's lemma . J. Amer. Statist. Assoc , 87 : 1025 – 1039 .

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