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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.

Os04g0440300

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 : 4.74 (0.0291) R2 : 0.541
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.931 (0.0693) R2dC : 0.181 R2C : 0.219
β3 : 1.4 (0.0892) R2dE : 0.287 R2E : 0.352
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.139 (0.0647) R2dN8 : 0.00711 R2N8 : 0.0354
σ : 0.538
deviance : 133.29
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_____
C
peak time of C : 1.57
E
wheather : temperature
threshold : 21.76
memory length : 2114
response mode : > th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = > th, dose dependency = dose independent, 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
125.08 0.525 4.71 0.199 0.926 1.48 1.15 0.947 0.191 1.43 21.7 2112 -- --
127.09 0.525 4.74 -0.0928 0.893 1.43 1.22 -- 0.135 1.33 21.8 2219 -- --
130.34 0.532 4.71 0.199 0.919 1.49 -- 1.09 0.191 1.56 21.7 2151 -- --
132.97 0.537 4.75 -0.131 0.909 1.44 -- -- 0.113 1.56 21.73 2205 -- --
177.98 0.621 4.71 0.134 -- 1.66 -- 1.13 0.156 -- 21.75 2417 -- --
191.2 0.648 4.64 0.589 1 -- 1.17 -- 0.581 1.12 -- -- -- --
196.8 0.657 4.65 0.546 1 -- -- -- 0.574 1.29 -- -- -- --
180.76 0.626 4.78 -0.142 -- 1.57 -- -- 0.0279 -- 22.1 2433 -- --
133.29 0.538 4.74 -- 0.931 1.4 -- -- 0.139 1.57 21.76 2114 -- --
258.95 0.752 4.63 0.585 -- -- -- -- 0.595 -- -- -- -- --
204.66 0.669 4.66 -- 1.01 -- -- -- 0.513 1.31 -- -- -- --
179.85 0.625 4.75 -- -- 1.48 -- -- 0.0706 -- 22.28 2383 -- --
267.98 0.764 4.65 -- -- -- -- -- 0.53 -- -- -- -- --

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
1 127.49 temperature 25 1440 < th dose dependent rect. 15 14
2 127.51 temperature 25 1440 < th dose dependent rect. 16 11
5 127.55 temperature 25 1440 < th dose dependent sin 15 NA
9 127.64 temperature 25 1440 < th dose dependent rect. 21 2
11 127.65 temperature 25 1440 < th dose dependent rect. 10 19
115 128.97 temperature 25 1440 < th dose dependent rect. 15 21
118 128.98 temperature 25 1440 < th dose dependent rect. 13 23
137 129.11 temperature 25 1440 < th dose dependent no NA NA
153 129.20 temperature 25 1440 < th dose dependent rect. 1 23
154 129.20 temperature 25 1440 < th dose dependent rect. 4 23
184 129.41 temperature 25 720 < th dose dependent rect. 3 21
235 129.90 temperature 20 1440 < th dose independent rect. 5 1
276 130.48 temperature 20 1440 > th dose independent rect. 5 1
282 130.57 temperature 20 1440 > th dose independent rect. 4 3
352 131.82 wind 3 14400 < th dose dependent rect. 22 2
354 131.85 temperature 20 4320 > th dose independent rect. 22 1
356 131.91 temperature 25 1440 < th dose dependent rect. 1 4
365 132.06 temperature 10 1440 > th dose dependent rect. 21 9
387 132.29 temperature 25 1440 < th dose dependent rect. 1 2
438 132.70 temperature 10 1440 > th dose dependent rect. 4 1
444 132.79 temperature 10 1440 > th dose dependent rect. 1 4
653 134.14 wind 3 14400 < th dose dependent rect. 21 5
657 134.16 temperature 20 4320 < th dose independent rect. 22 1
675 134.31 wind 1 43200 < th dose dependent rect. 6 1
755 134.90 temperature 20 1440 > th dose independent rect. 3 11
786 135.12 temperature 20 1440 < th dose independent rect. 3 11
852 135.65 temperature 10 1440 > th dose dependent sin 11 NA
876 135.79 temperature 20 4320 < th dose independent rect. 17 7
930 136.13 temperature 20 1440 > th dose independent sin 5 NA
996 136.49 temperature 20 1440 > th dose independent rect. 22 19