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Updates – Advanced Topics in Predictive Analytics (ATPA) Assessment | SOA

Announcement: SOA releases passing candidate numbers for February 2025 Exam FM.

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Updates – Advanced Topics in Predictive Analytics (ATPA) Assessment

August 15, 2022

Incompatibility of the latest versions of R and stan.
There is an incompatibility between the latest versions of R and stan. If you have version 4.2 of R and Rtools then you have this issue. The only fix we are aware of is to install a beta version of stan. There are instructions below on how to do this.

Run these two commands:

remove.packages(c("StanHeaders", "rstan"))

install.packages("rstan", repos = c(https://mc-stan.org/r-packages/, getOption("repos")))


May 6, 2022

A sample ATPA assessment and model solution have been posted to the ATPA home page under Course Information.