Getting started working with R programming language

2 years ago

When R software and RStudio program have been installed on your computer, R working session can be simply started by…

Creating and indexing a list in R

2 years ago

list is a type of data structure in R programming language. Unlike other data structures, especially matrix and vector, in…

Violin plots with ggplot2 in R

2 years ago

Violin plot is quite similar as boxplot, in the sense that it shows the range of the data. And at…

Passing a List to Function in Python

2 years ago

When we perform data analysis using Python, it is often useful to pass a list in calling the function as…

Using t-distribution and t-test with R

2 years ago

A Student t-distributed random variable is modeling the ratio between a standard Normal random variate and square root of a…

Kernel density plots with ggplot2 in R

2 years ago

Kernel density function is a nonparametric method to find the drawing density curve of random samples, and it is often…

Using a function with a while loop in Python

2 years ago

A function in Python is a group of code statements wrapped together to perform specific tasks. After a function is…

Poisson distribution implementation in Python

2 years ago

Poisson distribution is a discrete distribution. It is frequently used to model the counts of event occurrence during a specified…

Calculating Type I Error and Type II Error in Hypothesis Testing using Python

2 years ago

In hypothesis testing, the possibility of the other side than the conclusion usually exists, and the analysis commits so-called Type…

Calculating The Power of a Test in Hypothesis Testing with R

2 years ago

In hypothesis testing, the analyst has chance to commit both Type I and Type II errors. The Type I error…