2 Anscombe’s Quartet
What is Anscombe’s Quartet? It has four datasets with nearly identical summary statistics. It underscores the limitations of […]
statistics
2 Hypothesis Test for the Mean
57. Let’s do a hypothesis test on a single population. Either we either know the population variance or […]
The Gapminder Foundation
Wikipedia says: “Gapminder Foundation is a non-profit venture registered in Stockholm, Sweden, that promotes sustainable global development and […]
Measures of Position
Measures of position let you determine the position of a value in relation to other values in a […]
Choosing a Statistical Test
Here is an article over at Scribbr that explains how to choose a statistical test. The article is […]
Measures of Dispersion
After considering measures of central tendency and asymmetry in our discussion of descriptive statistics, it’s time to look […]
Population and Sampling
Population and Sample The population includes all objects of interest whereas the sample is only a portion of […]
Describe method in Pandas
The describe() method can be used on a pandas DataFrame. describe() returns descriptive statistics of only columns of […]
The aggregate Function in R
The aggregate function splits the data into subsets, computes summary statistics for each, and returns the result in […]
1 skim_without_charts in R
This function gives us a pretty comprehensive summary of a dataset. We get the number of rows and […]
Margin of Error
In this post, we’ll introduce a new statistics term called the margin of error. Since a sample is […]
Inferential Statistics
Up to now in our study of the basics of Statistics we’ve covered descriptive statistics. Click on the […]