16.7: References and suggested readings

Bartko, J. (1976). On various intraclass reliability coefficients. Psychological Bulletin 83:762-765.

Benjamini, Y., Hochberg, Y. (1995). Controlling the false discovery rate: a practical and powerful approach to multiple testing. Journal of the Royal Statistical Society B 57:289-300.

Brand, J., Altman, D. (1997). Statistics notes: Cronbach’s alpha. BMJ 314:572. https://doi.org/10.1136/bmj.314.7080.572.

Bruton, A., Conway, J. H., and Holgate, S. T. (2000). Reliability: What is it and how is it measured? Physiotherapy 86:94-99.

Cronbach, L. (1951). Coefficient alpha and the internal structure of tests. Psychometrika 16:297-334.

Doornick, J. A., Hansen H. (2008). An omnibus test for univariate and multivariate normality. Oxford Bulletin of Economics and Statistics 70(S1):927–939

Goertzen, J. R., & Cribbie, R. A. (2010). Detecting a lack of association: An equivalence testing approach. British Journal of Mathematical and Statistical Psychology, 63(3), 527-537.

Greenland, S. (2001). Ecologic versus individual-level sources of bias in ecologic estimates of contextual health effects. International journal of epidemiology, 30(6), 1343-1350.
Hu, P., Jiao, R., Jin, L., & Xiong, M. (2018). Application of Causal Inference to Genomic Analysis: Advances in Methodology. Frontiers in Genetics, 9, 238. https://doi.org/10.3389/fgene.2018.00238.

Kleinberg, S., & Hripcsak, G. (2011). A review of causal inference for biomedical informatics. Journal of Biomedical Informatics, 44(6), 1102–1112. https://doi.org/10.1016/j.jbi.2011.07.001.

Kruse, A., Stafilidis, S., & Tilp, M. (2017). Ultrasound and magnetic resonance imaging are not interchangeable to assess the Achilles tendon cross-sectional-area. European Journal of Applied Physiology, 117(1), 73-82.

Lee Rodgers, J., & Nicewander, W. A. (1988). Thirteen ways to look at the correlation coefficient. The American Statistician, 42(1), 59-66.

Makowski, D., Ben-Shachar, M. S., Patil, I., & Lüdecke, D. (2019). Methods and Algorithms for Correlation Analysis in R. Journal of Open Source Software, 5(51), 2306. https://doi.org/10.21105/joss.02306

Nei, M., Li ,W.-H. (1979). Mathematical model for studying genetic variation in terms of restriction endonucleases. PNAS 76:5269-5273. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC413122/

Parascandola, M., & Weed, D. L. (2001). Causation in epidemiology. Journal of Epidemiology & Community Health, 55(12), 905–912.

Portnov, B. A., Dubnov, J., & Barchana, M. (2007). On ecological fallacy, assessment errors stemming from misguided variable selection, and the effect of aggregation on the outcome of epidemiological study. Journal of exposure science & environmental epidemiology, 17(1), 106-121.

Robinson, W.S. Ecological correlations and the behavior of individuals. Am Sociol Rev 1950:15:351–357.

Schmitt, N. (1996). Uses and abuses of coefficient alpha. Psychological Assessment 8:350-353.

Shrout, P., Fleiss, J. (1979). Intraclass correlations: uses in assessing rater reliability. Psychological Bulletin 86:420-428.

Sijtsma, K. (2009). On the use, the misuse, and the very limited usefulness of Cronbach’s alpha. Psychometrika 74:107-120.

Székely, G. J., Rizzo, M. L., & Bakirov, N. K. (2007). Measuring and testing dependence by correlation of distances. The annals of statistics, 35(6), 2769-2794.

U.S. Pet Ownership & Demographics Sourcebook (2012) American Veterinary Association. Link to pdf file

Wetzels, R. & Wagenmakers, E.-J. (2012) A default Bayesian hypothesis test for correlations and partial correlations. Psychon Bull Rev 19: 1057-1064

Wilson, C. (2014). It’s True: Liberals Like Cats More Than Conservatives Do. Time Magazine online (https://time.com/8293/its-true-liberals-like-cats-more-than-conservatives-do/)

Zou, K. H., Tuncali, K., Silverman, S. G. (2003). Correlation and linear regression. Radiology 227(3): 617-628.

---