16.7: References and suggested readings
- Page ID
- 45247
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\(\newcommand{\avec}{\mathbf a}\) \(\newcommand{\bvec}{\mathbf b}\) \(\newcommand{\cvec}{\mathbf c}\) \(\newcommand{\dvec}{\mathbf d}\) \(\newcommand{\dtil}{\widetilde{\mathbf d}}\) \(\newcommand{\evec}{\mathbf e}\) \(\newcommand{\fvec}{\mathbf f}\) \(\newcommand{\nvec}{\mathbf n}\) \(\newcommand{\pvec}{\mathbf p}\) \(\newcommand{\qvec}{\mathbf q}\) \(\newcommand{\svec}{\mathbf s}\) \(\newcommand{\tvec}{\mathbf t}\) \(\newcommand{\uvec}{\mathbf u}\) \(\newcommand{\vvec}{\mathbf v}\) \(\newcommand{\wvec}{\mathbf w}\) \(\newcommand{\xvec}{\mathbf x}\) \(\newcommand{\yvec}{\mathbf y}\) \(\newcommand{\zvec}{\mathbf z}\) \(\newcommand{\rvec}{\mathbf r}\) \(\newcommand{\mvec}{\mathbf m}\) \(\newcommand{\zerovec}{\mathbf 0}\) \(\newcommand{\onevec}{\mathbf 1}\) \(\newcommand{\real}{\mathbb R}\) \(\newcommand{\twovec}[2]{\left[\begin{array}{r}#1 \\ #2 \end{array}\right]}\) \(\newcommand{\ctwovec}[2]{\left[\begin{array}{c}#1 \\ #2 \end{array}\right]}\) \(\newcommand{\threevec}[3]{\left[\begin{array}{r}#1 \\ #2 \\ #3 \end{array}\right]}\) \(\newcommand{\cthreevec}[3]{\left[\begin{array}{c}#1 \\ #2 \\ #3 \end{array}\right]}\) \(\newcommand{\fourvec}[4]{\left[\begin{array}{r}#1 \\ #2 \\ #3 \\ #4 \end{array}\right]}\) \(\newcommand{\cfourvec}[4]{\left[\begin{array}{c}#1 \\ #2 \\ #3 \\ #4 \end{array}\right]}\) \(\newcommand{\fivevec}[5]{\left[\begin{array}{r}#1 \\ #2 \\ #3 \\ #4 \\ #5 \\ \end{array}\right]}\) \(\newcommand{\cfivevec}[5]{\left[\begin{array}{c}#1 \\ #2 \\ #3 \\ #4 \\ #5 \\ \end{array}\right]}\) \(\newcommand{\mattwo}[4]{\left[\begin{array}{rr}#1 \amp #2 \\ #3 \amp #4 \\ \end{array}\right]}\) \(\newcommand{\laspan}[1]{\text{Span}\{#1\}}\) \(\newcommand{\bcal}{\cal B}\) \(\newcommand{\ccal}{\cal C}\) \(\newcommand{\scal}{\cal S}\) \(\newcommand{\wcal}{\cal W}\) \(\newcommand{\ecal}{\cal E}\) \(\newcommand{\coords}[2]{\left\{#1\right\}_{#2}}\) \(\newcommand{\gray}[1]{\color{gray}{#1}}\) \(\newcommand{\lgray}[1]{\color{lightgray}{#1}}\) \(\newcommand{\rank}{\operatorname{rank}}\) \(\newcommand{\row}{\text{Row}}\) \(\newcommand{\col}{\text{Col}}\) \(\renewcommand{\row}{\text{Row}}\) \(\newcommand{\nul}{\text{Nul}}\) \(\newcommand{\var}{\text{Var}}\) \(\newcommand{\corr}{\text{corr}}\) \(\newcommand{\len}[1]{\left|#1\right|}\) \(\newcommand{\bbar}{\overline{\bvec}}\) \(\newcommand{\bhat}{\widehat{\bvec}}\) \(\newcommand{\bperp}{\bvec^\perp}\) \(\newcommand{\xhat}{\widehat{\xvec}}\) \(\newcommand{\vhat}{\widehat{\vvec}}\) \(\newcommand{\uhat}{\widehat{\uvec}}\) \(\newcommand{\what}{\widehat{\wvec}}\) \(\newcommand{\Sighat}{\widehat{\Sigma}}\) \(\newcommand{\lt}{<}\) \(\newcommand{\gt}{>}\) \(\newcommand{\amp}{&}\) \(\definecolor{fillinmathshade}{gray}{0.9}\)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.