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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.

Os11g0603100

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.88 (0.0384) R2 : 0.632
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 3.41 (0.134) R2dE : 0.532 R2E : 0.561
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.665 (0.0814) R2dN8 : 0.0708 R2N8 : 0.1
σ : 0.72
deviance : 239.03
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 29.47
memory length : 208
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 0.789
open length of G : 9.87

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = < th, dose dependency = dose dependent, type of G = rect.)

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
222.28 0.7 3.85 0.421 0.159 3.75 -3.72 -2.01 -0.568 19.8 29.36 266 0.0214 10.1
224.77 0.698 3.89 0.282 0.444 3.91 -2.57 -- -0.615 19.9 30.26 241 0.45 10.1
231.06 0.708 3.88 0.285 0.0306 3.56 -- 1.53 -0.627 20.5 29.36 249 0.134 10.5
236.32 0.716 3.87 0.368 0.155 3.55 -- -- -0.602 17.8 29.44 232 0.267 10.2
230.83 0.708 3.88 0.264 -- 3.55 -- 1.58 -0.628 -- 29.26 248 0.264 10.4
354.02 0.882 3.89 -0.0436 2.03 -- 1.49 -- -0.968 7.26 -- -- -- --
359.95 0.888 3.9 -0.0125 2.03 -- -- -- -0.972 7.23 -- -- -- --
236.09 0.716 3.87 0.372 -- 3.49 -- -- -0.606 -- 29.16 232 0.4 10.1
239.15 0.72 3.89 -- 0.148 3.5 -- -- -0.675 17.1 29.78 223 0.483 10.1
578.76 1.12 3.94 0.0239 -- -- -- -- -0.937 -- -- -- -- --
359.96 0.887 3.9 -- 2.03 -- -- -- -0.97 7.23 -- -- -- --
239.03 0.72 3.88 -- -- 3.41 -- -- -0.665 -- 29.47 208 0.789 9.87
578.78 1.12 3.94 -- -- -- -- -- -0.939 -- -- -- -- --

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
1 223.53 temperature 30 270 < th dose dependent rect. 24 10
12 240.49 temperature 30 10 < th dose dependent rect. 3 9
15 240.75 temperature 25 30 < th dose independent rect. 3 9
36 248.33 temperature 20 90 > th dose dependent sin 5 NA
37 248.38 temperature 25 270 < th dose independent rect. 24 10
59 250.93 temperature 30 90 < th dose dependent sin 5 NA
113 257.20 temperature 20 270 > th dose dependent rect. 22 13
191 262.43 temperature 25 90 < th dose independent sin 5 NA
263 267.25 temperature 30 10 < th dose dependent rect. 3 7
274 267.69 temperature 25 30 > th dose independent sin 4 NA
280 268.00 temperature 20 270 > th dose dependent rect. 3 8
453 274.44 temperature 25 270 > th dose independent rect. 24 10
480 275.08 temperature 25 30 > th dose independent rect. 4 10
496 275.55 temperature 25 90 > th dose independent rect. 1 12
499 275.70 temperature 25 270 < th dose dependent rect. 3 1
556 277.20 temperature 20 30 > th dose dependent rect. 6 8
589 278.21 temperature 20 10 > th dose dependent rect. 1 13
648 279.84 temperature 20 10 > th dose dependent rect. 1 11
649 279.88 temperature 15 10 > th dose dependent rect. 6 10
742 281.83 temperature 25 30 > th dose independent rect. 6 8
830 283.63 temperature 20 720 > th dose dependent rect. 23 8
984 286.43 temperature 10 30 > th dose dependent rect. 6 21