This panel allows for basic data evaluation.
categorical
Stacked horizontal bars
A classical way of visualising the distribution of an
@@ -277,6 +269,41 @@ fine tune all the small details.
This section is only intended for very simple explorative analyses
and as a proof-of-concept for now. If you are doing complex regression
analyses you should probably just write the code yourself.
+Below are the available regression types listed.
+
+
+
+
+
+continuous
+Linear regression model
+stats::lm
+cross-sectional
+
+
+dichotomous
+Logistic regression model
+stats::glm
+cross-sectional
+
+
+categorical
+Ordinal logistic regression model
+MASS::polr
+cross-sectional
+
+
+
Table
@@ -305,7 +332,7 @@ Choose which model(s) to include.
model results. Choose between MS Word or LibreOffice format.
-
DataData
Export the modified dataset in different formats.
Data types • FreesearchR
+Skip to contents
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+library ( FreesearchR ) #> #> Attaching package: 'FreesearchR' #> The following object is masked from 'package:base': #> #> sort_by
+
A clinical data class
+
Traditionally in R , data is identified by classes, like
+numeric, integer, double, logical, factor etc. These classes can be a
+little confusing from a clinical or operational standpoint. In the
+FreesearchR
+
+
+
+
+
+empty
+Variable of all NAs
+Any class
+
+
+monotone
+Variable with only one unique value
+Any class
+
+
+dichotomous
+Variable with only two unique values
+Any class
+
+
+categorical
+Factor variable
+factor (ordered or unordered)
+
+
+text
+Character variable
+character
+
+
+datetime
+Variable of time, date or datetime values
+hms, Date, POSIXct and POSIXt
+
+
+continuous
+Numeric variable
+numeric, integer or double
+
+
+unknown
+Anything not falling within the previous
+Any other class
+
+
+
+
Categorising data in this way makes sense when making choices on how
+to evaluate and analyse data. This is used throughout the
+FreesearchR
+
+
+
+
+
+
+
All vignettes
- FreesearchR Data types
+ FreesearchR
Convert class grid column to icon — add_class_icon • FreesearchR Convert class grid column to icon — add_class_icon • FreesearchR Skip to contents
@@ -68,8 +68,10 @@
overview_vars ( ) |> toastui :: datagrid ( ) |> add_class_icon ( ) #> Error: grid_columns: Variable(s) class are not valid columns in data passed to datagrid() toastui :: datagrid ( ) |> add_sparkline ( ) grid
Examples
data_types ( ) #> [1] "dichotomous" "ordinal" "categorical" "datatime" "continuous" #> [6] "text" "empty" "monotone" "unknown" #> $empty#> $empty$descr#> [1] "Variable of all NAs"#> #> $empty$classes#> [1] "Any class"#> #> #> $monotone#> $monotone$descr#> [1] "Variable with only one unique value"#> #> $monotone$classes#> [1] "Any class"#> #> #> $dichotomous#> $dichotomous$descr#> [1] "Variable with only two unique values"#> #> $dichotomous$classes#> [1] "Any class"#> #> #> $categorical#> $categorical$descr#> [1] "Factor variable"#> #> $categorical$classes#> [1] "factor (ordered or unordered)"#> #> #> $text#> $text$descr#> [1] "Character variable"#> #> $text$classes#> [1] "character"#> #> #> $datetime#> $datetime$descr#> [1] "Variable of time, date or datetime values"#> #> $datetime$classes#> [1] "hms, Date, POSIXct and POSIXt"#> #> #> $continuous#> $continuous$descr#> [1] "Numeric variable"#> #> $continuous$classes#> [1] "numeric, integer or double"#> #> #> $unknown#> $unknown$descr#> [1] "Anything not falling within the previous"#> #> $unknown$classes#> [1] "Any other class"#> #>
On this page
diff --git a/reference/getfun.html b/reference/getfun.html
index b467da4..63f0fb2 100644
--- a/reference/getfun.html
+++ b/reference/getfun.html
@@ -133,7 +133,7 @@
#> z$qr <- NULL#> z#> }#> <bytecode: 0x55954c6341f0>#> <bytecode: 0x55dadb1404a0>#> <environment: namespace:stats>Examples
mtcars |> overview_vars ( ) #> # A tibble: 11 × 7 #> icon type name n_missing p_complete n_unique vals #> <chr> <chr> <chr> <dbl> <dbl> <int> <named list> #> 1 continuous continuous mpg 0 1 25 <dbl [32]> #> 2 continuous continuous cyl 0 1 3 <dbl [32]> #> 3 continuous continuous disp 0 1 27 <dbl [32]> #> 4 continuous continuous hp 0 1 22 <dbl [32]> #> 5 continuous continuous drat 0 1 22 <dbl [32]> #> 6 continuous continuous wt 0 1 29 <dbl [32]> #> 7 continuous continuous qsec 0 1 30 <dbl [32]> #> 8 dichotomous dichotomous vs 0 1 2 <dbl [32]> #> 9 dichotomous dichotomous am 0 1 2 <dbl [32]> #> 10 continuous continuous gear 0 1 3 <dbl [32]> #> 11 continuous continuous carb 0 1 6 <dbl [32]> #> icon class name n_missing p_complete n_unique vals #> <chr> <chr> <chr> <dbl> <dbl> <int> <named list> #> 1 numeric numeric mpg 0 1 25 <dbl [32]> #> 2 numeric numeric cyl 0 1 3 <dbl [32]> #> 3 numeric numeric disp 0 1 27 <dbl [32]> #> 4 numeric numeric hp 0 1 22 <dbl [32]> #> 5 numeric numeric drat 0 1 22 <dbl [32]> #> 6 numeric numeric wt 0 1 29 <dbl [32]> #> 7 numeric numeric qsec 0 1 30 <dbl [32]> #> 8 numeric numeric vs 0 1 2 <dbl [32]> #> 9 numeric numeric am 0 1 2 <dbl [32]> #> 10 numeric numeric gear 0 1 3 <dbl [32]> #> 11 numeric numeric carb 0 1 6 <dbl [32]> On this page
diff --git a/reference/supported_functions.html b/reference/supported_functions.html
index fe79a61..8753540 100644
--- a/reference/supported_functions.html
+++ b/reference/supported_functions.html
@@ -120,7 +120,7 @@ unique for each element on list.
#> [1] "cross-sectional"#> #> $polr$out.type#> [1] "ordinal" "categorical"#> [1] "categorical"#> #> $polr$fun#> [1] "MASS::polr"descr: Plot description
#> ..$ fun : chr "plot_hbars"#> ..$ descr : chr "Stacked horizontal bars"#> ..$ note : chr "A classical way of visualising the distribution of an ordinal scale like the modified Ranking Scale and known as Grotta bars"#> ..$ primary.type : chr [1:3] "dichotomous" "ordinal" "categorical"#> ..$ secondary.type : chr [1:3] "dichotomous" "ordinal" "categorical"#> ..$ primary.type : chr [1:2] "dichotomous" "categorical"#> ..$ secondary.type : chr [1:2] "dichotomous" "categorical"#> ..$ secondary.multi: logi FALSE#> ..$ tertiary.type : chr [1:3] "dichotomous" "ordinal" "categorical"#> ..$ tertiary.type : chr [1:2] "dichotomous" "categorical"#> ..$ secondary.extra: chr "none"#> $ plot_violin :List of 8#> ..$ fun : chr "plot_violin"#> ..$ descr : chr "Violin plot"#> ..$ note : chr "A modern alternative to the classic boxplot to visualise data distribution"#> ..$ primary.type : chr [1:5] "datatime" "continuous" "dichotomous" "ordinal" ...#> ..$ secondary.type : chr [1:3] "dichotomous" "ordinal" "categorical"#> ..$ primary.type : chr [1:4] "datatime" "continuous" "dichotomous" "categorical"#> ..$ secondary.type : chr [1:2] "dichotomous" "categorical"#> ..$ secondary.multi: logi FALSE#> ..$ secondary.extra: chr "none"#> ..$ tertiary.type : chr [1:3] "dichotomous" "ordinal" "categorical"#> ..$ tertiary.type : chr [1:2] "dichotomous" "categorical"#> $ plot_sankey :List of 8#> ..$ fun : chr "plot_sankey"#> ..$ descr : chr "Sankey plot"#> ..$ note : chr "A way of visualising change between groups"#> ..$ primary.type : chr [1:3] "dichotomous" "ordinal" "categorical"#> ..$ secondary.type : chr [1:3] "dichotomous" "ordinal" "categorical"#> ..$ primary.type : chr [1:2] "dichotomous" "categorical"#> ..$ secondary.type : chr [1:2] "dichotomous" "categorical"#> ..$ secondary.multi: logi FALSE#> ..$ secondary.extra: NULL#> ..$ tertiary.type : chr [1:3] "dichotomous" "ordinal" "categorical"#> ..$ tertiary.type : chr [1:2] "dichotomous" "categorical"#> $ plot_scatter:List of 8#> ..$ fun : chr "plot_scatter"#> ..$ descr : chr "Scatter plot"#> ..$ note : chr "A classic way of showing the association between to variables"#> ..$ primary.type : chr [1:2] "datatime" "continuous"#> ..$ secondary.type : chr [1:4] "datatime" "continuous" "ordinal" "categorical"#> ..$ secondary.type : chr [1:3] "datatime" "continuous" "categorical"#> ..$ secondary.multi: logi FALSE#> ..$ tertiary.type : chr [1:3] "dichotomous" "ordinal" "categorical"#> ..$ tertiary.type : chr [1:2] "dichotomous" "categorical"#> ..$ secondary.extra: NULL#> $ plot_box :List of 8#> ..$ fun : chr "plot_box"#> ..$ descr : chr "Box plot"#> ..$ note : chr "A classic way to plot data distribution by groups"#> ..$ primary.type : chr [1:5] "datatime" "continuous" "dichotomous" "ordinal" ...#> ..$ secondary.type : chr [1:3] "dichotomous" "ordinal" "categorical"#> ..$ primary.type : chr [1:4] "datatime" "continuous" "dichotomous" "categorical"#> ..$ secondary.type : chr [1:2] "dichotomous" "categorical"#> ..$ secondary.multi: logi FALSE#> ..$ tertiary.type : chr [1:3] "dichotomous" "ordinal" "categorical"#> ..$ tertiary.type : chr [1:2] "dichotomous" "categorical"#> ..$ secondary.extra: chr "none"#> $ plot_euler :List of 9#> ..$ fun : chr "plot_euler"descr: Plot description
#> ..$ secondary.type : chr "dichotomous"#> ..$ secondary.multi: logi TRUE#> ..$ secondary.max : num 4#> ..$ tertiary.type : chr [1:3] "dichotomous" "ordinal" "categorical"#> ..$ tertiary.type : chr [1:2] "dichotomous" "categorical"#> ..$ secondary.extra: NULL Copyright (C) This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero General Public License for more details. You should have received a copy of the GNU Affero General Public License along with this program. If not, see <\\/div>\\n