2
votes
2answers
94 views

Anscombe transform & Anderson-Darling test failure

I created a synthetic constant image (all the pixel values are the same) on which I generated a Poisson distribution using a Poisson noise generator, with mean values set to input pixel values. ...
6
votes
2answers
1k views

How is Poisson distribution different to normal distribution?

I have generated a vector which has a Poisson distribution, as follows: x = rpois(1000,10) If I make a histogram using ...
3
votes
1answer
159 views

What is distribution of $Z = X + Y$ where $X$ is Poisson distributed and $Y$ is normally distributed?

How does one calculate the distribution of a random variable $Z = X + Y$, where $X$ is Poisson distributed and $Y$ is normally distributed and independent of $X$? How to do that in general case? Do ...
6
votes
1answer
473 views

Anscombe transform and normal approximation

The Anscombe transform is $a(x) = 2\sqrt{x+3/8}$. Can anyone show me how to prove that an Anscombe-transformed version $Y = a(X)$ of a Poisson distributed random variable $X$ is approximately normal ...