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Original Articles

Bayesian Inference in Public Administration Research: Substantive Differences from Somewhat Different Assumptions

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Pages 5-35 | Published online: 07 Feb 2007

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  • 39. Ibid.
  • 40. Ibid.
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  • Meier , K.J. , Polinard , J.L. and Wrinkle , R. 2000 . Bureaucracy and Organizational Performance: Causality Arguments about Public Schools . American Journal of Political Science , 44 ( 3 ) : 590 – 602 .
  • Smith , K.B. and Meier , K.J. 1995 . The Case Against School Choice: Politics, Markets, and Fools , 44 Armonk , NY : M.E. Sharpe .
  • 55. The term β was used for ease of computation and reference. Each numbered β represents the prior information assigned to each explanatory variable. For reference: beta[0]=constant; beta[1]=Low Income Students; beta[2]=Teacher Salaries; beta[3]=Teacher Experience; beta[4]=Gifted Classes; beta[5]=Class Size; beta[6]=Percent State Funding; beta[7]= Funding Per Student; beta[8]=Lag of Student Pass Rate; beta[9]=Lag of Beaucrats; betas[10-15] represent the years 1993–1997.
  • Gill , J. 2002 . Bayesian Methods: A Social and Behavioral Sciences Approach , New York : Chapman & Hall .
  • Meier , K.J. , Polinard , J.L. and Wrinkle , R. 2000 . Bureaucracy and Organizational Performance: Causality Arguments about Public Schools . American Journal of Political Science , 44 ( 3 ) : 590 – 602; 594 .
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  • 59. Meier, K.J.; Polinard, J.L.; Wrinkle, R. Opcit, p. 593.
  • 60. The prior for the interaction variable was operationalized in the model as beta [16].
  • Smith , K.B. and Meier , K.J. 1995 . The Case Against School Choice: Politics, Markets, and Fools , Armonk , NY : M.E. Sharpe .
  • Chubb , J.E. and Moe , T. 1990 . Politics, Markets and America’s Schools , Washington , D.C. : Brookings Institution .
  • Gelman , A. and Rubin , D. B. 1992 . Inference from iterative simulation Using Multiple Sequences . Statistical Science , 7 : 457 – 511 .
  • Geweke , J. 1992 . “ Evaluating the Accuracy of Sampling-Based Approaches to the Calculation of Posterior Moments ” . In Bayesian Statistics 4 , Edited by: Bernardo , J.M. , Smith , A.F.M. , Dawid , A.P. and Berger , J.O. 169 – 193 . Oxford : Oxford University Press .
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  • 71. Meier, K.J.; Polinard, J.L.; Wrinkle, R. Opcit, 590–602. See also: Downs, A. Inside Bureaucracy; Little and Brown: Boston, 1967.
  • Paul , P. 2002 . Education Reform . American Demographics , 24 ( 8 ) : 20 – 22 .
  • Ventriss , C. 1998 . Radical democratic thought and contemporary American Public administration . American Review of Public Administration , 28 ( 3 ) : 227 – 245 .
  • Denhardt , J.V. and Hamilton , L.K. 2002 . Community v. self-interest: Citizen Perceptions of Schools as Civic Investments . Journal of Public Administration Research and Theory , 12 ( 1 ) : 103 – 128 .
  • Smith , K.B. and Meier , K.J. 1995 . The Case Against School Choice: Politics, Markets, and Fools , Armonk , NY : M.E. Sharpe .
  • Meier , K.J. , Polinard , J.L. and Wrinkle , R. 2000 . Bureaucracy and Organizational Performance: Causality Arguments about Public Schools . American Journal of Political Science , 44 ( 3 ) : 590 – 602 .
  • Western , B. and Jackman , S. 1994 . Bayesian Inference for Comparative Research . The American Political Science Review , 88 ( 3 ) : 412 – 423 .
  • Box , G.E.P. and Tiao , G.C. 1973 . Bayesian Inference in Statistical Analysis , New York : Wiley & Sons .
  • Gill , J. 2002 . Bayesian Methods: A Social and Behavioral Sciences Approach , Ch. 5 New York : Chapman & Hall .
  • 80. Western, B.; Jackman, S. Opcit.
  • Scott , P.G. and Falcone , S. 1998 . Comparing public and private organizations . American Review of Public Administration , 28 ( 2 ) : 126 – 145 .

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