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Update README.md
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wioxio authored Nov 15, 2022
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* 'calculate_lmer_estimates' - This function performs a linear mixed model analysis using lmer.

* 'transform_data' - This functions makes quantile-quanitle (qq) plots of i) raw residual values ii) log-transformed residual values iii) raw residual values after removing outliers, and iv) log-transformed residual values after removing outliers. To detect outliers, the function uses Rosner's test.
* 'transform_data' - This function makes quantile-quanitle (qq) plots of i) raw residual values ii) log-transformed residual values iii) raw residual values after removing outliers, and iv) log-transformed residual values after removing outliers. To detect outliers, the function uses Rosner's test.

* 'check_normality' - This function makes a quantile-quantile (qq) plot of the residual values of the mixed effects model. Users can check the normality of residual values by examining qqplot.

* 'get_residuals' - This function computes the adjusted residual values for given experimental variables and makes a residual boxplot and 95% interval plot of mean residuals.

* 'transform_data_by_residual.R' - Same function as transform_data, except that it accepts precomputed feature residual values ​​instead of feature raw values.

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