Adverse Events An adverse event (AE) is any untoward medical occurrence in a patient or participating in a clincial trial. These events are not necessarily drug related. It could anything from a headache to a sporting acci...

easyalluvial allows you to build exploratory and interactive alluvial plots (sankey diagrams) with a single line of code while automatically binning numerical variables. This release 0.2.3 ensures dplyr 1.0.0 compatibilitiy and now builds a slick pkgdown documentation website and makes better use of Travis CI using multiple builds to test compatibility with ...

easyalluvial allows you to build exploratory alluvial plots (sankey diagrams) with a single line of code while automatically binning numerical variables. This releas 0.2.1 ensures tidyr 1.0.0 compatibility and fixes a bug around categorical variables for model response plots Model Response Plots with Categorical Variables This feature had som glitches before as ...

In this tutorial I want to show how you can use alluvial plots to visualise model response in up to 4 dimensions. easyalluvial generates an artificial data space using fixed values for unplotted variables or uses the partial dependence plotting method. It is model agnostic but offers some convenient wrappers for ...

easyalluvial allows you to build exploratory alluvial plots (sankey diagrams) with a single line of code while automatically binning numerical variables. In version 0.2.0 marginal histograms improve the visibility of those numerical variables. Further a method has been added that creates model agnostic 4 dimensional partial dependence alluvial plots to visualise the ...

In this tutorial I want to show how you can use alluvial plots to visualise model response in up to 4 dimensions. easyalluvial generates artificial data space using fixed values for unplotted variables or uses the partial dependence plotting method. It is model agnostic but offers some convenient wrappers for caret ...

Introduction Packages CRAN availability of tidymodels packages: Unified Modelling Syntax Statistical Tests and Model Selection Resampling, Feature Engineering and Performance Metrics Modeling Data Response Variable lstat Correlations lstat vs categorical variables Preprocessing with recipe Summary Recipe Resampling with rsample Modelling with caret Wrapper Apply Wrapper Assess Performance with yardstick Parameters ...

Introduction easyalluvial Features Install Wide Format Sample data alluvial_wide() Long Format Sample Data alluvial_long() General Missing Data Colors Connect Flows to observations in original data ggplot2 manipulations Introduction Alluvial plots are a form of sankey diagrams that are a great tool for exploring categorical data. They group categorical ...

Welcome to my data science blog datistics where I will gradually post all the vignettes and programming POC’s that I have written over the past two years. Most of them can be already found in my github repository. I am using blogdown to create this blog and using R ...