Code
supernova(lm(mpg ~ hp, df_missing))
Message
Refitting to remove 1 case with missing value(s)
i lm(formula = mpg ~ hp, data = listwise_delete(df_missing, c("mpg",
"hp")))
Output
Analysis of Variance Table (Type III SS)
Model: mpg ~ hp
SS df MS F PRE p
----- --------------- | -------- -- ------- ------ ----- -----
Model (error reduced) | 680.166 1 680.166 44.323 .6045 .0000
Error (from model) | 445.027 29 15.346
----- --------------- | -------- -- ------- ------ ----- -----
Total (empty model) | 1125.194 30 37.506
Code
supernova(lm(mpg ~ disp, df_missing))
Message
Refitting to remove 2 cases with missing value(s)
i lm(formula = mpg ~ disp, data = listwise_delete(df_missing, c("mpg",
"disp")))
Output
Analysis of Variance Table (Type III SS)
Model: mpg ~ disp
SS df MS F PRE p
----- --------------- | -------- -- ------- ------ ----- -----
Model (error reduced) | 810.915 1 810.915 74.074 .7257 .0000
Error (from model) | 306.528 28 10.947
----- --------------- | -------- -- ------- ------ ----- -----
Total (empty model) | 1117.443 29 38.533
Code
supernova(lm(mpg ~ hp * disp, df_missing))
Message
Refitting to remove 3 cases with missing value(s)
i lm(formula = mpg ~ hp * disp, data = listwise_delete(df_missing,
c("mpg", "hp", "disp")))
Output
Analysis of Variance Table (Type III SS)
Model: mpg ~ hp * disp
SS df MS F PRE p
------- --------------- | -------- -- ------- ------ ----- -----
Model (error reduced) | 926.049 3 308.683 40.553 .8295 .0000
hp | 109.549 1 109.549 14.392 .3654 .0008
disp | 186.831 1 186.831 24.545 .4954 .0000
hp:disp | 75.967 1 75.967 9.980 .2853 .0041
Error (from model) | 190.297 25 7.612
------- --------------- | -------- -- ------- ------ ----- -----
Total (empty model) | 1116.346 28 39.869
Code
supernova(model)
Output
Analysis of Variance Table (Type III SS)
Model: mpg ~ NULL
SS df MS F PRE p
----- --------------- | -------- --- ------ --- --- ---
Model (error reduced) | --- --- --- --- --- ---
Error (from model) | --- --- --- --- --- ---
----- --------------- | -------- --- ------ --- --- ---
Total (empty model) | 1126.047 31 36.324
Code
supernova(model)
Output
Analysis of Variance Table (Type III SS)
Model: mpg ~ hp
SS df MS F PRE p
----- --------------- | -------- -- ------- ------ ----- -----
Model (error reduced) | 678.373 1 678.373 45.460 .6024 .0000
Error (from model) | 447.674 30 14.922
----- --------------- | -------- -- ------- ------ ----- -----
Total (empty model) | 1126.047 31 36.324
Code
supernova(model)
Output
Analysis of Variance Table (Type III SS)
Model: mpg ~ hp + disp
SS df MS F PRE p
----- --------------- | -------- -- ------- ------ ----- -----
Model (error reduced) | 842.554 2 421.277 43.095 .7482 .0000
hp | 33.665 1 33.665 3.444 .1061 .0737
disp | 164.181 1 164.181 16.795 .3667 .0003
Error (from model) | 283.493 29 9.776
----- --------------- | -------- -- ------- ------ ----- -----
Total (empty model) | 1126.047 31 36.324
Code
supernova(model)
Output
Analysis of Variance Table (Type III SS)
Model: mpg ~ NULL
SS df MS F PRE p
----- --------------- | -------- --- ------ --- --- ---
Model (error reduced) | --- --- --- --- --- ---
Error (from model) | --- --- --- --- --- ---
----- --------------- | -------- --- ------ --- --- ---
Total (empty model) | 1126.047 31 36.324
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