Inferential Statistics: Understanding Expert Knowledge and its Implications for Statistics Education

References

• ASA (American Statistical Association) (1980), “Preparing statisticians for careers in industry”, The American Statistician, 34, 65–80.
   Web of Science ®Google Scholar
• ASA (American Statistical Association) (1982), “Preparing statisticians for careers in federal government”, The American Statistician, 36, 69–89.
   Web of Science ®Google Scholar
• Alacaci, C. (1998), “Investigating Knowledge Structures in Inferential Statistics,” unpublished Ph.D. Dissertation, University of Pittsburgh, College of Education.
   Google Scholar
• Chervany, N.L., Collier, R.O., Fienberg, S.E., Johnson, P.E., and Neter, J. (1977), “A framework for the development of measurement instruments for evaluating the introductory statistics course”, The American Statistician, 31, 17–23.
   Web of Science ®Google Scholar
• Chervany, N.L., Benson, G. and Iyer, R.K. (1980), “The planning stage in statistical reasoning”, The American Statistician, 34, 222–226.
   Web of Science ®Google Scholar
• Chi, M.T.H., Glaser, R., and Rees, E. (1982), in “Expertise in problem solving,” Advances In The Psychology Of Human Intelligence (p. 7–75), ed. R. Sternberg, Hillsdale, NJ: Erlbaum.
   Google Scholar
• Chi, M.T.H., and Koeske, R.D. (1983), “Network representation of a child's dinosaur knowledge”, Developmental Psychology, 19, 29–39.
   Web of Science ®Google Scholar
• Curtis, D.A., and Harwell, M. (1996), “Training graduate students in educational statistics,” Paper presented at the annual meeting of the American Educational Research Association, New York, NY.
   Google Scholar
• Easton, G., Roberts, H.V., and Tiao, G.C. (1988), “Making statistics more effective in schools of business”, Journal of Business and Economics Statistics, 6, 93–98.
   Web of Science ®Google Scholar
• Feltovich, P.J., Johnson, P.E., Moller, J.H., and Swanson, D.B. (1984), “LCS: The role and development of medical knowledge in diagnostic expertise,” in Readings In Medical Artificial Intelligence: The First Decade (pp. 275–319), eds. W.J Clancey, and E.H Shortliffe, Reading, MA: Addison-Wesley.
   Google Scholar
• Finn, J.L., and Cox, D. (1992), “Participation and withdrawal among fourth grade pupils”, American Educational Research Journal, 29(1), 141–162.
   Web of Science ®Google Scholar
• Gardner, P.L., and Hudson, I. (1999), “University students' ability to apply statistical procedures”, Journal of Statistics Education [Online] 7(1). ww2.amstat.org/publications/jse/secure/v7n1/gardner.cfm
   Google Scholar
• Hand, D.J. (1984), “Statistical expert systems: Necessary attributes”, Journal of Applied Statistics, 12(1), 87–112.
   Google Scholar
• Hogg, R.V. (1991), “Statistics education: Improvements are badly needed,” The American Statistician, 45, 342–343.
   Web of Science ®Google Scholar
• Kelly, G. (1955), The Psychology of Personal Constructs, New York, NY: Norton.
   Google Scholar
• Kenney, P.A. (1998), “Teaching introductory statistical methods for understanding: Techniques, assessment and affect,” Paper presented at the annual meeting of the American Educational Research Association, San Diego, CA.
   Google Scholar
• Larkin, J.H., McDermott, J., Simon, D.P., and Simon, H.A. (1980), “Expert and novice performance in solving physics problems”, Science, 208, 1335–42.
   PubMed Web of Science ®Google Scholar
• Quilici, J.L., and Mayer, R.E. (1996), “Role of examples in how students learn to categorize statistics word problems”, Journal of Educational Psychology, 88(1), 144–161.
   Web of Science ®Google Scholar
• Reimann, P., and Chi, M.T.H. (1989), “Human expertise,” in Human and Machine Problem Solving (pp. 161–191), ed. K.J Gilhooly, New York, NY: Prenum Press.
   Google Scholar
• Smith, M.U. (1990), “Knowledge structures and the nature of expertise in classical genetics,” Cognition and Instruction, 7(4), 287–302.
   Google Scholar
• Smith, M.U. (1992), “Expertise and the organization of knowledge: Unexpected differences among genetic counselors, faculty and students on problem categorization tasks”, Journal of Research in Science Teaching, 29(2), 179–205.
   Web of Science ®Google Scholar
• Snee, R.D. (1993), “What is missing in statistical education?” The American Statistician, 47, 149–154.
   Web of Science ®Google Scholar
• Tung, S.T.Y. (1989), An expert system for ANOVA based on a study of the statistical consulting process, unpublished Ph.D. dissertation, University of Delaware.
   Google Scholar
• Ware, M.E., and Chastain, J.D. (1991), “Developing selection skills in inferential statistics”, Teaching of Psychology, 14(4), 219–222.
   Google Scholar
• Watson, G., and McGaw, D. (1980), Statistical Inquiry, New York, NY: John Wiley and Sons.
   Google Scholar