multicoll.

why does multicollinearity lead to large standard errors and not small S.E?

Cause you have 2 predictor variables highly correlated and it will ‘double up’ the size of the error.

sorry, I got it wrong

makes sense.

Multicollinearity is not an issue in simple regression for this reason too. Only multi regression where many predictor variables are influencing the dependent variable.