In this post, we will learn how to compute Z-score of multiple variables (columns) at the same time using tidyverse in R using multiple approaches. First, we will show an example of computing Z-score of multiple columns, where all the columns in the dataframe is numeric and … [Read more...] about How to Compute Z-Score of Multiple Columns
R Function
How to drop unused level of factor variable in R
In this post, we will learn how to drop unused level or levels of a factor variable in R. Sometimes, we may end up with a factor variable with un used levels after some data munging. Unused factor levels can sometime create issues while analyzing the data. In this tutorial, … [Read more...] about How to drop unused level of factor variable in R
How to compute Z-score
In this post, we will learn how to compute Z-score in R using two different approaches, first manually by using the z-score formula and then using scale() function available in base R. What is Z-score Z-score is a commonly used transformation technique to … [Read more...] about How to compute Z-score
How to perform multiple t-tests using tidyverse
In this tutorial, we will learn how to perform multiple t-tests to determine if there is any difference in mean using tidyverse framework. With tidyverse framework, we will use tidyverse packages/functions instead of looping through using a for loop. Let us load the packages … [Read more...] about How to perform multiple t-tests using tidyverse
How to select top and bottom rows by a column simultaneously
In this tutorial, we will learn how to select top and bottom rows of a dataframe based on the values of a column with tidyverse in R. Here we will see a specific approach to get top and bottom rows when the values of the column of interest has both positive and negative values. … [Read more...] about How to select top and bottom rows by a column simultaneously