Model | N | Response Variable | Random effects | Fixed effects |
---|
Variable | Chi.sq | Chi.df |
P
| Variable | Sum.sq | Num.df | Den.df | F |
P
|
---|
 | 1972 | Log Weight | T:r | 0.54 | 1 | 0.46 | T x G | 0.068 | 4 | 11.30 | 0.52 | 0.72 |
 |  |  |
T/G:f
|
85.06
|
5
|
<1e-07
| G x E | 0.094 | 2 | 9.22 | 1.46 | 0.28 |
 |  |  |  |  |  |  | T x E | 0.25 | 2 | 13.01 | 3.74 | 0.052 |
 |  |  |  |  |  |  |
T
|
41.76
|
2
|
13.80
|
645.12
|
<1e07
|
 |  |  |  |  |  |  |
G
|
6.85
|
2
|
11.56
|
105.35
|
<1e07
|
 |  |  |  |  |  |  |
E
|
0.34
|
1
|
11.92
|
10.29
|
0.0076
|
- Significance levels of random and fixed effects included in the full LME model investigating variation in log body weight at termination. N; number of individuals. Log weight; log10 (wet weight + 1) at termination. Random effects: T:r; replicate (r) nested within treatment (T) (random intercept). T/G:f; familiy (f) nested within group (G), across treatments (T) (random intercept and slope). Chi.sq; the value of the Chi square statistics. Chi Df; the degrees of freedom for the test. P; P-value of the likelihood ratio test for the random effect. Fixed effects: T, diet treatment (control, carp, natural). G; genetic group (farmed, wild, hybrid). E; mean family (log10) centred egg diameter. Two-way interactions terms included in the full model: T x G, T x E and G x E. Sum.Sq; sum of squares. Num Df, numerator degrees of freedom. Den Df; denominator degrees of freedom based on Sattherwaithe’s approximations. F; F-value. The variables in bold were retained in the final model