statistics

Test on an individual coefficient in Multiple Linear Regression model

We provide effective and economically affordable training courses for R, Python and Statistics, click here for more details and course…

8 months ago

Aggregating data using aggregate() in R

In R programming, function aggregate() provides an easy way to calculate summary statistics of variables by specific groups in a…

9 months ago

How to generate random numbers from various statistical distributions using R

n this post, we show how to generate random numbers into vector and matrix in R programming, from various statistical…

10 months ago

Estimating simple linear regression model using lm() in R

Linear regression is widely used to model the relationship between response or dependent variable and explanatory or independent variables. The…

10 months ago

Using exponential distributions in Python

The exponential distribution is modeling the probability distribution of the random time until next event occur in a Poisson event…

10 months ago

Calculating partial correlations with R

When we do data analysis, random variables in the dataset are usually mutually correlated. Sometimes, we may want to measure…

11 months ago

Working with normal distributions in Python

Normal distribution is describing random variables with bell-shaped probability density functions. Normal distribution is widely used in data science because…

11 months ago

Calculate point-biserial and biserial correlations using R

When a correlation, usually Person type correlation, is calculated, two variables have to be continuous. But this requirement does not…

11 months ago

Using t-distribution and t-test with R

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

1 year ago

Poisson distribution implementation in Python

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

1 year ago