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Subject-level dataset [expand/collapse] ```{r, echo = FALSE} # Inspired in safetyData:adam_adsl sl <- data.frame( @@ -34,7 +34,7 @@ knitr::kable(sl, format = "markdown") ```
-
Laboratory values dataset +
Laboratory values dataset [expand/collapse] ```{r, echo = FALSE} # Inspired in safetyData:adam_lbc lb <- data.frame( @@ -57,8 +57,8 @@ module_list <- list( module_id = "lineplot", bm_dataset_name = "lb", group_dataset_name = "sl", subjid_var = "SUBJID", cat_var = "PARCAT1", par_var = "PARAM", value_vars = "AVAL", visit_vars = "AVISITN", default_cat = "CHEM", default_par = "Imaginariol (mmol/L)", - #default_main_group = "COUNTRY" # nolint - , ref_line_vars = c("A1LO", "A1HI") + #default_main_group = "SEX", # nolint + ref_line_vars = c("A1LO", "A1HI") ) ) @@ -77,7 +77,7 @@ dv.explorer.parameter::mod_lineplot( module_id = "lineplot", bm_dataset_name = "lb", group_dataset_name = "sl", subjid_var = "SUBJID", cat_var = "PARCAT1", par_var = "PARAM", value_vars = "AVAL", visit_vars = "AVISITN", default_cat = "CHEM", - default_par = "Cholesterol (mmol/L)", default_main_group = "SEX" + default_par = "Imaginariol (mmol/L)", default_main_group = "SEX" ) ``` @@ -86,7 +86,7 @@ Which generates the following plot: # Grouped and ungrouped reference values -We can provide a value for the `ref_line_vars` parameter so that in points to one or more `lb` numerical columns holding reference values: +We can modify that call to `mod_lineplot` by providing a value for the `ref_line_vars` parameter so that in points to one or more `lb` numerical columns holding reference values: ```{r, eval=FALSE} dv.explorer.parameter::mod_lineplot( ..., default_main_group = "SEX", ref_line_vars = c("A1LO", "A1HI") @@ -95,13 +95,13 @@ dv.explorer.parameter::mod_lineplot( Which produces: ![](images/lineplot_ref_line_01.png) -Examining this plot we can see the three distinct reference values available in the original `bm` dataset. There is a `A1HI` value -common to all of our (two) subjects. It's indicated with a continuous black line. There are also two `A1LO` values that coincide with -our selected grouping. Since the plot already provides colors for those groups, `mod_lineplot` to also plot those lines in matching colors. +Examining this plot, we can see the three distinct reference values available in the original `bm` dataset. There is one `A1HI` value +common to our two subjects. It's indicated with a continuous black line. There are also two `A1LO` values that coincide with +our selected grouping. Since the plot already provides colors for the "female" and "male" categories, `mod_lineplot` paints those lines in matching colors. -# Which demographic value dictates distinct reference values? +# Which demographic variable dictates distinct reference values? -The original `bm` dataset does not tell us anything about origin of the different values of the `A1LO` reference values. It may very well be the case that `SEX` is indeed the variable that dictates which reference value to use but, in the absence of more information, `COUNTRY` would work equally well. +The original `bm` dataset does not explain which variable leads to subjects having different `A1LO` reference values. One of the two subjects as a `A1LO` of 3.85 and the other one of 4.03. It's likely that `SEX` is the variable that justifies the difference. However, given the totality of the data, `COUNTRY` would work just as well. If we change the main grouping to `COUNTRY`, the plot remains the same except for the grouping legend: ```{r, eval=FALSE} dv.explorer.parameter::mod_lineplot( @@ -110,42 +110,41 @@ dv.explorer.parameter::mod_lineplot( ``` ![](images/lineplot_ref_line_02.png) -This plot is still factually correct in the sense that the color of each `AVAL` line is color-matched with the `A1LO` value that accompanies it in the `lb` dataset. +This plot is still factually correct in the sense that the color of each `AVAL` line is color-matched with the `A1LO` value that +shares the same row in the `lb` dataset. # Disappearing reference lines -What happens then if we don't provide a grouping variable? +What happens if we don't provide a main grouping variable? ```{r, eval=FALSE} dv.explorer.parameter::mod_lineplot( ..., ref_line_vars = c("A1LO", "A1HI") ) ``` -In this case, `mod_lineplot` can't plot the `A1LO` reference values in a way that ties them to each of the two `AVAL` lines, so they are simply dropped: +In this case, `mod_lineplot` can't plot the `A1LO` reference lines in a way that ties them to each of the two `AVAL` lines, so they are dropped: ![](images/lineplot_ref_line_03.png) -Notice however, that the `A1HI` value keeps applying to all `AVAL` lines, so it is kept. +Notice, however, that the `A1HI` value still applies to both black `AVAL` lines, so it is kept. -# Inspecting all reference values +# Displaying all reference values -Sometimes it's useful to be able to see *all* reference values regardless of whether they can be represented truthfully given some -particular data grouping. In this case, users can override the built-in reference line filter by checking the "Show all reference values" -option under the "Settings" drop-down menu. +Sometimes it's useful to see *all* reference values regardless of whether they can be represented truthfully under some particular data grouping. To do that, users can override the built-in reference line filter by checking the "Show all reference values" option under the "Settings" drop-down menu. ![](images/lineplot_ref_line_04.png) -After doing that, all unique reference values are shown in black. The legend is also modified to point out the non-standard nature of the plot. +If we do that, all unique reference values are shown. The legend entries are also modified to point out the non-standard nature of the plot. ![](images/lineplot_ref_line_05.png) # Requirements for reference values -Reference value dataset variables should: +All reference value variables assigned to `ref_line_vars` should: - be numerical - remain constant across every combination of subject and parameter of the dataset -If one of these conditions is not met during module start-up, `mod_lineplot` produces a suitable message, such as: +If one of these conditions is not met during module start-up, `mod_lineplot` will produce a suitable error message, such as: ![](images/lineplot_ref_line_06.png)