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Use this tag for any *on-topic* question that (a) involves `R` either as a critical part of the question or expected answer, & (b) is not *just* about how to use `R`.

1 vote

Test groups of spatially dependent data?

I think ANOVA might be misleading - the spatial structure might be important. How much is anyone's guess. You may check out Conditional Auto-Regressive (CAR) models, there is a nice case study using S …
Martin Modrák's user avatar
1 vote

Why does R2 increase with fewer samples using adonis?

I've never used adonis, but in most cases R2 is higher with fewer samples, because the model can overfit - see e.g. https://statisticsbyjim.com/regression/r-squared-too-high/ for more details. …
Martin Modrák's user avatar
2 votes

GLMM summary and multcomp differences

Let's break this down into two parts: 1) What should you report: The model selection process you have run tells you that place should be important, but you didn't observe a significant contribution o …
Martin Modrák's user avatar
2 votes

How to do a statistical test for numeric data that is discretised and broken down by groups

For question 1., I think you either need to know a lot about the loan process or you are doomed. Without much knowledge of the financial world, I would expect rich people (i.e. people with more money …
Martin Modrák's user avatar
0 votes

Completion warning in glht

This is a warning thrown from mvtnorm::pmvnorm. It can in some cases be avoided by adjusting maxpts from the default 25000, such as: summary(hr.ph, test = adjusted(maxpts = 10*25000))
Martin Modrák's user avatar
17 votes

Zero Inflated Logistic Regression - Does This Exist?

While the answer by Stephan gives a good overview of the bigger picture, I think the answer in the narrow sense is IMHO that No, zero-inflated logistic regression does not make much sense Why? Assume …
Martin Modrák's user avatar
0 votes

How to deal with an influential case

It may also mean that your error model is wrong - maybe the assumption of a normally distributed error is not warranted? (hard to guess without knowing more about the data) You can also try to fit a …
Martin Modrák's user avatar
1 vote

Is there an equivalent of ARMA for rank correlation?

Answering with the comment by mpiktas, as it is IMHO a good answer. The usual answer to non-linearity in context of ARMA models is ARCH/GARCH models. For your first question, it is probably possible …
Martin Modrák's user avatar