The Grammar of Science: Let’s ‘Log’ (Part 2)
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https://doi.org/10.59096/osir.v10i3.263089Abstract
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References
Osborne JW. Notes on the use of data transformations. Practical Assessment, Research & Evaluation. 2002 May;8(6):2002.
Zimmerman DW. Increasing the power of nonparametric tests by detecting and down weighting outliers. Journal of Experimental Education. 1995;64(1):71-8.
Zimmerman DW. Invalidation of parametric and nonparametric statistical tests by concurrent violation of two assumptions. Journal of Experimental Education, 1998;67(1):55-68.
Benoit K. Linear regression models with logarithmic transformations. 2011 Mar 17 [cited 2017 Apr 4]. <http://kenbenoit.net/assets/courses/ME104/logmodels2.pdf>
Feinberg School of Medicine, Northwestern University. PROPHET Stat Guide: Do your data violate linear regression assumptions? 1997 Mar 14 [cited 2017 Apr 4]. <http://www.basic.northwestern.edu/statguidefiles/linreg_ass_viol.html>
Frees EW. Regression modeling with actuarial and financial applications. Cambridge: Cambridge University Press; 2010.
Seltman HJ. Experimental design and analysis. 2009 [cited 2017 Apr 4]. <http://www.stat.cmu.edu/∼hseltman/309/Book/Book.pdf>
Department of Statistics, Yale University. Inference in linear regression [cited 2017 Apr 4]. <http://www.stat.yale.edu/Courses/1997-98/101/linregin.htm>
Menard SW. Applied logistic regression analysis. California: Sage; 2002.
Wilson JR. & Lorenz KA. Modeling binary correlated responses using SAS SPSS and R. Switzerland: Springer International Publishing; 2015.
Analytics Vidhya Content Team. Going deeper into regression analysis with assumptions, plots & solutions. 2016 Jul 14. [cited 2017 Apr 4]. <https://www.analyticsvidhya.com/blog/2016/07/deeper-regression-analysis-assumptions-plots-solutions/>
Grace-Martin K. What is a Logit function and why use logistic regression? [cited 2017 Apr 4]. <http://www.theanalysisfactor.com/what-is-logit-function/>
Appalachian State University, North Carolina. An introduction to logistic regression, nuts and bolts [cited 2017 Apr 4]. <http://www.appstate.edu/~whiteheadjc/service/logit/intro.htm>
Sperandei S. Understanding logistic regression analysis. Biochem Med (Zagreb). 2014 Feb 15;24(1):12-8. eCollection 2014.
McDonald JH. Handbook of biological statistics. 3rd ed. Maryland: Sparky House Publishing; 2014.
Hosmer DW, Lemeshow S. Applied logistic regression. 2nd ed. New York: Wiley & Sons, Inc.; 2000.
Rehmeyer J. Euler's beautiful equation. Science News. 2007 Apr 12 [cited 2017 Apr 4]. <https://www.sciencenews.org/article/eulers-beautiful-equation>
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