[R] effect.clm
    David Barron 
    dnbarron at gmail.com
       
    Tue Aug 16 14:15:52 CEST 2016
    
    
  
I'm having a problem using the xlevels option with effect (or Effect) with
objects of class clm, which seems to have no impact on the output (whereas
it does for models of class polr).  Can anyone suggest how to fix this?
Thanks,
David
Here's an example:
mod.wvs <- MASS::polr(poverty ~ gender + religion + degree +
country*poly(age,3), data=WVS)
 Effect('age', mod.wvs, xlevels = list(age = 1:10))
Re-fitting to get Hessian
age effect (probability) for Too Little
age
        1         2         3         4         5         6         7
  8         9        10
0.8403661 0.8270171 0.8133710 0.7995001 0.7854780 0.7713778 0.7572714
0.7432277 0.7293120 0.7155850
age effect (probability) for About Right
age
        1         2         3         4         5         6         7
  8         9        10
0.1295679 0.1399772 0.1505377 0.1611853 0.1718564 0.1824888 0.1930231
0.2034039 0.2135803 0.2235068
age effect (probability) for Too Much
age
         1          2          3          4          5          6
 7          8          9         10
0.03006598 0.03300572 0.03609134 0.03931456 0.04266563 0.04613341
0.04970548 0.05336837 0.05710766 0.06090822
But with clm:
+                 data=WVS)
> Effect('age', mod.wvs, xlevels = list(age = 1:10))
age effect (probability) for Too Little
age
       20        30        40        50        60        70        80
 90
0.5980510 0.5268304 0.4936603 0.4803375 0.4674829 0.4359217 0.3684641
0.2589983
age effect (probability) for About Right
age
       20        30        40        50        60        70        80
 90
0.3031130 0.3453414 0.3629620 0.3696094 0.3757686 0.3897338 0.4129734
0.4227230
age effect (probability) for Too Much
age
        20         30         40         50         60         70
80         90
0.09883598 0.12782815 0.14337772 0.15005316 0.15674848 0.17434449
0.21856247 0.31827868
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