May 10, 2016 3:39 PM
| Last Modified: Oct 18, 2016 7:37 PM
Correlate Y by X 0.07.jmpaddin
This add-in generates a table of correlations and p-values from specified Y against the specified X columns. By default the resulting table includes parametric and nonparametric correlations and p-values (including FDR corrected p-values), as well as scatterplot images and a heatmap script saved to the table. If saved, the column of scatterplot images is marked as a label column and hovering over points in the heatmap will reveal the scatterplot. Unlike saving a table of correlations from Analyze > Multivariate Methods > Multivariate, this add-In produces correlations for just the specified Y columns against the specified X columns (rather than all Y against each-other).
Save Scatterplot Images to Table (on by default - requires JMP 12): saves images of each scatterplot including density ellipse to data table as an expression column. Note: this can be time consuming for a large number of variables.
Nonparametric Correlations (on by default): saves nonparametric correlations and p-values to table (Spearman ρ, Kendall τ, Hoeffding D).
False Discovery Rate Correction (on by default): applies the Benjamini-Hochberg adjustment to p-values (including non-parametric p-values if requested)
Color Cells by Correlation (on by default): colors individual cells by the value of the correlation.
Sorting (off by default): If a sort option is selected, resulting data table will be automatically sorted by the Pearson correlation (descending) or p-value (ascending).