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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os11g0539600

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Cyclin-like F-box domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 2.87 (0.0182) R2 : 0.991
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 8.78 (0.0383) R2dN8 : 1.28 R2N8 : 0.991
σ : 0.343
deviance : 53.85
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = precipitation, response mode = > th, dose dependency = dose dependent, type of G = no)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
45.07 0.315 2.92 -0.263 0.0307 9.58 -0.478 -34.8 8.78 21.2 1.503 247 -- --
53.08 0.342 2.87 -0.00419 0.0949 -0.0903 -0.311 -- 8.78 19.7 -0.3812 36 -- --
45.56 0.314 2.94 -0.303 0.0831 9.51 -- -34.9 8.79 17.2 1.326 227 -- --
53.07 0.339 2.87 0.0106 0.118 -0.21 -- -- 8.78 17.8 -0.5415 59 -- --
45.91 0.316 2.93 -0.293 -- 9.62 -- -35.2 8.78 -- 1.387 240 -- --
53.09 0.342 2.87 -0.00532 0.0957 -- -0.307 -- 8.78 19.7 -- -- -- --
53.16 0.341 2.87 0.00474 0.115 -- -- -- 8.78 17.7 -- -- -- --
47.59 0.321 2.87 -0.0357 -- 1.63 -- -- 8.79 -- 1.5 218 -- --
53.08 0.339 2.87 -- 0.118 -0.209 -- -- 8.78 17.8 -0.3861 56 -- --
53.85 0.343 2.87 0.00109 -- -- -- -- 8.78 -- -- -- -- --
53.16 0.341 2.87 -- 0.115 -- -- -- 8.78 17.7 -- -- -- --
47.62 0.321 2.87 -- -- 1.62 -- -- 8.79 -- 1.5 219 -- --
53.85 0.343 2.87 -- -- -- -- -- 8.78 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 45.06 precipitation 0.1 270 > th dose independent rect. 16 1
2 45.06 precipitation 0.1 270 > th dose dependent rect. 16 1
3 45.06 precipitation 0.1 270 > th dose dependent rect. 16 3
7 45.13 atmosphere 1000.0 270 < th dose independent rect. 16 1
9 45.15 temperature 20.0 10 < th dose independent rect. 9 11
11 45.16 temperature 20.0 10 < th dose independent rect. 15 5
13 45.17 temperature 20.0 10 < th dose independent rect. 11 9
16 45.18 precipitation 0.1 270 > th dose independent rect. 18 1
23 45.20 atmosphere 1000.0 270 < th dose dependent rect. 16 1
28 45.22 precipitation 0.1 270 > th dose independent rect. 16 3
30 45.23 temperature 20.0 10 < th dose independent rect. 18 2
66 46.30 precipitation 0.1 270 > th dose dependent rect. 8 10
93 47.23 atmosphere 1005.0 10 < th dose independent rect. 20 1
105 47.74 precipitation 0.1 270 > th dose dependent sin 20 NA
110 47.84 wind 5.0 720 > th dose dependent rect. 3 2
113 47.87 wind 5.0 720 > th dose independent rect. 3 3
120 48.03 humidity 90.0 1440 > th dose dependent rect. 16 1
129 48.17 precipitation 0.1 270 > th dose independent rect. 8 10
132 48.18 wind 5.0 720 > th dose independent rect. 4 1
154 48.32 temperature 25.0 90 < th dose dependent rect. 18 1
163 48.35 precipitation 0.1 1440 > th dose independent rect. 15 1
165 48.35 precipitation 0.1 1440 > th dose dependent rect. 15 1
182 48.43 wind 9.0 90 > th dose dependent rect. 10 1
183 48.44 precipitation 0.1 1440 < th dose independent rect. 15 1
184 48.44 precipitation 0.1 1440 < th dose dependent rect. 15 1
193 48.46 wind 9.0 90 > th dose independent rect. 10 1
195 48.46 wind 5.0 10 > th dose dependent rect. 11 1
224 48.51 radiation 20.0 30 < th dose independent rect. 10 3
246 48.62 temperature 25.0 10 < th dose dependent rect. 19 1
255 48.63 wind 9.0 90 > th dose independent rect. 18 17
360 48.92 wind 9.0 10 > th dose independent rect. 11 1
361 48.92 humidity 90.0 1440 > th dose independent rect. 16 1
393 48.97 wind 9.0 1440 < th dose independent rect. 20 15
407 48.99 wind 9.0 1440 < th dose independent rect. 18 17
436 49.03 wind 9.0 90 > th dose dependent rect. 19 16
456 49.05 wind 7.0 10 > th dose dependent rect. 19 17
524 49.17 temperature 20.0 10 < th dose independent sin 21 NA
557 49.21 humidity 90.0 270 > th dose dependent rect. 8 2
573 49.24 wind 7.0 90 < th dose independent sin 5 NA
636 49.33 wind 9.0 1440 > th dose independent rect. 20 15
638 49.33 humidity 90.0 1440 > th dose dependent rect. 12 5
661 49.36 temperature 20.0 10 > th dose independent sin 21 NA
704 49.41 wind 9.0 90 > th dose independent sin 7 NA
717 49.42 precipitation 0.1 1440 < th dose independent rect. 15 3
722 49.42 precipitation 0.1 1440 < th dose dependent rect. 15 3
747 49.45 precipitation 0.1 1440 > th dose independent rect. 15 3
756 49.45 humidity 90.0 1440 > th dose dependent rect. 9 9
811 49.51 wind 7.0 90 > th dose dependent sin 6 NA
823 49.51 humidity 90.0 270 > th dose dependent rect. 8 10
828 49.52 wind 9.0 10 > th dose independent rect. 19 17
830 49.52 wind 7.0 10 > th dose dependent sin 6 NA
958 49.61 humidity 70.0 30 > th dose dependent rect. 11 1