Effect Modeling of Count Data Using Logistic Regression with Qualitative Predictors

Show more

References

[1] Rao, M.M. (1960) Some Asymptotic Results on Transformations in the Analysis of Variance. ARL Technical Note, Aerospace Research Laboratory, Wright-Patterson Air Force Base, Dayton, 60-126.

[2] Wiener, B.J., Brown, D.R. and Michels, K.M. (1971) Statistical Principles in Experimental Design. McGraw Hill, New York.

[3] Toutenburg, H. and Shalabh (2009) Statistical Analysis of Designed Experiments. 3rd Edition, Springer Texts in Statistics.

[4] Cochran, W.G. (1940) The Analysis of Variances When Experimental Errors Follow the Poisson or Binomial Laws. The Annals of Mathematical Statistics, 11, 335-347.

http://dx.doi.org/10.1214/aoms/1177731871

[5] Ross, P.J. (1989) Taguchi Techniques for Quality Engineering. McGraw Hill, Singapore.

[6] Jaeger, T.F. (2008) Categorical Data Analysis: Away from ANOVAs (Transformation or Not) and towards Logit Mixed Models. Journal of Memory and Language, 59, 434-446.

http://dx.doi.org/10.1016/j.jml.2007.11.007

[7] Dyke, G.V. and Patterson, H.D. (1952) Analysis of Factorial Arrangements When the Data Are Proportions. Biometrics, 8, 1-12.

http://dx.doi.org/10.2307/3001521

[8] Montgomery, D.C., Peck, E.A., and Vining, G.G. (2006) Introduction to Linear Regression Analysis. 4th Edition, John Wiley & Sons, Inc., Hoboken.

[9] Kleinbaum, D.G. and Klein, M. (2010) Logistic Regression: A Self Learning Text. 3rd Edition, Springer, New York.

http://dx.doi.org/10.1007/978-1-4419-1742-3

[10] Agresti, A. (2013) Categorical Data Analysis. 3rd Edition, John Wiley & Sons Inc., Hoboken.

[11] Dobson, A.J. and Barnett, A.G. (2008) An Introduction to Generalized Linear Models. 3rd Edition, CRC Press, Chapman & Hall, Boca Raton.

[12] Sloan, D. and Morgan, S.P. (1996) An Introduction to Categorical Data Analysis. Annual Review of Sociology, 22, 351-375.

http://dx.doi.org/10.1146/annurev.soc.22.1.351

[13] Strokes, M.E., Davis, C.S. and Koch, G.G. (2000) Categorical Data Analysis Using the SAS System. 2nd Edition, SAS Institute Inc., Cary, NC.

[14] Allison, P.D. (1999) Logistic Regression Using the SAS System—Theory and App. SAS Institute Inc., Cary, NC.

[15] Minitab (2011) Minitab Manual. Minitab Inc.

http://www.minitab.com/en-us/

[16] Hsieh, F.Y., Bloch, D.L. and Larsen, M.D. (1998) A Simple Method of Sample Size Calculation for Linear and Logistic Regression. Statistics in Medicine, 17, 1623-1634.

http://dx.doi.org/10.1002/(SICI)1097-0258(19980730)17:14<1623::AID-SIM871>3.0.CO;2-S