Test sigma squared parameter re #3896

Signed-off-by: Karl Palmen <karl.palmen@stfc.ac.uk>
Add other parameters to unit test and tidy re #8398

Signed-off-by: Karl Palmen <karl.palmen@stfc.ac.uk>