How to get the sum of squares in GLM model summary ?

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Timbro
Timbro 2022-4-6
评论： Timbro 2022-4-8
I want to calculate the % of variance explained by each variable in a GLM, for that I need the summ of square. Can we get it from the fitglm function output ?

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Ive J
Ive J 2022-4-6
Ran in:
You can get SST, SSE and SSR:
mdl = fitglm(rand(100, 2), randi([0 1], 100, 1), 'dist', 'binomial', 'link', 'logit');
mdl.SSE
ans = 23.9711
mdl.SSR
ans = 1.0278
mdl.SST
ans = 24.9900
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Ive J
Ive J 2022-4-8
You cannot use anova on a GLM, but only an LM. The link you provided is the same. I assume your response is continuous, so you can use fitlm. Also, it's easier if you share your data.
Timbro
Timbro 2022-4-8
Indeed, the response is continuous, and using fitlm I can use anova
Thank you !

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