Tag: Gaussian

However an important thing to learn about these distributions is that they represent a model. A model is nothing but a function which says if you give me “x” input, i’ll give you “y” output. If a change in x changes y linearly it is linear model or function. If it doesn...

How does the Box-Muller transform work? For this project, my goal is to generate Gaussian samples in two dimensions i.e. generating samples whose x and y coordinates are independent standard normals (Gaussian with zero mean and standard deviation of 1). In part 1, I used the inverse Gaussian...

Hello world, this is my first blog for the Data Science community. In this blog, we are going to see the various types of transformations of data to better fit for normal distribution (Gaussian Distribution). We know that in the regression analysis the response variable should be normal...