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Non-constant variance along some continuum in a random process, or varying between discrete groups
7
votes
2
answers
964
views
Model errors, residuals and heteroscedasticity
I have a quick question about the correct way to describe variance functions when seeking to cope with heteroscedasticity. … Now, assume that I have a model with heteroscedasticity and I want to model it as
$$\varepsilon_i \sim N(0, \sigma^2 \times X_i).$$
Would it be correct to say that the variance in the statistical errors …
9
votes
3
answers
6k
views
Advice on explaining heterogeneity / heteroscedasticty
I am looking for any help, advice or tips in how to explain heterogeneity / heteroscedasticity to biologists in my department. …