Inverse of Probit

David Winsemius <dwinsemius <at> comcast.net> writes:

On Nov 19, 2013, at 10:59 AM, Calum wrote:

Hi there,
I hope someone can help me.

I have a dataset of Concentration against Mortality, and I am trying to
compare the use of Logit and Probit models using this data.

[snip snip snip]

  There are three ways you can get the inverse-link function

1. dig into the family object: binomial(link="probit")$linkinv
2. know that the probit link is the qnorm() (Normal quantile) function,
and the inverse-probit is pnorm() (the Normal CDF). (Similarly, it
seems that a lot of users don't know that plogis()/qlogis() similarly
provide the logistic and logit functions ...
3. As David Winsemius suggests, use predict(...,type="response")
(but options #1 and #2 are useful in providing flexibility).