Data mining in action : case studies of enrollment management

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Notes

  • "Fall 2006."
  • Includes bibliographical references and index.

Contents

  • Data mining : going beyond traditional statistics / Chun-Mei Zhao, Jing Luan -- Estimating student retention and degree-completion time : decision trees and neural networks vis-à-vis regression / Serge Herzog -- Considering student mobility in retention outcomes / Sutee Sujitparapitaya -- Applying data mining to predict college admissions yield : a case study / Lin Chang -- Expanding the role of institutional research at small private universities : a case in enrollment management using data mining / Christopher M. Anton, Elliot N. Maltz -- Using data mining to explore which students use advanced placement to reduce time to degree / Paul W. Eykamp -- Let the data talk : developing models to explain IPEDS graduation rates / Brenda L. Bailey -- Practicing data mining for enrollment management and beyond / Jing Luan, Chun-Mei Zhao
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