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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 …
user3136's user avatar
  • 679
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. …
user3136's user avatar
  • 679