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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.

Os12g0486600

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

Description : Similar to Calcium dependent protein kinase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.12 (0.0243) R2 : 0.305
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 6.48 (0.46) R2dE : 0.303 R2E : 0.304
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0417 (0.0512) R2dN8 : 0.00131 R2N8 : 0.00189
σ : 0.457
deviance : 96.22
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C
peak time of C : --
E
wheather : wind
threshold : 0.3605
memory length : 139
response mode : < th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 22.1
open length of G : 0.0293

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, response mode = < th, dose dependency = dose independent, 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
94.57 0.457 3.12 -0.0014 0.151 4.66 -0.248 -8.19 -0.0368 3.21 0.7064 120 22 0.678
94.85 0.454 3.11 -0.00764 0.148 6.06 -0.373 -- -0.0349 2.84 0.6145 185 22 0.517
94.35 0.452 3.12 -0.00229 0.152 4.66 -- -8.56 -0.0373 3.35 0.7001 128 22 0.667
94.71 0.453 3.11 0.0555 0.156 6.44 -- -- -0.0393 3.42 0.3391 128 22.1 0.119
95.64 0.455 3.12 0.00325 -- 4.72 -- -8.48 -0.0332 -- 0.7024 131 22 0.662
135.35 0.545 3.12 -0.0111 0.196 -- -0.365 -- -0.0659 2.18 -- -- -- --
135.84 0.546 3.12 -0.000761 0.197 -- -- -- -0.0639 2.4 -- -- -- --
96.1 0.457 3.12 0.0649 -- 6.5 -- -- -0.0345 -- 0.3537 134 22.1 0.0115
94.79 0.453 3.12 -- 0.158 6.43 -- -- -0.0453 3.2 0.3455 135 22.1 0.0144
138.13 0.549 3.12 0.00756 -- -- -- -- -0.059 -- -- -- -- --
135.84 0.545 3.12 -- 0.197 -- -- -- -0.0638 2.4 -- -- -- --
96.22 0.457 3.12 -- -- 6.48 -- -- -0.0417 -- 0.3605 139 22.1 0.0293
138.13 0.549 3.12 -- -- -- -- -- -0.0599 -- -- -- -- --

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
1 114.41 temperature 25 30 > th dose dependent rect. 21 1
2 116.88 wind 1 30 < th dose dependent rect. 23 1
5 117.84 wind 1 270 < th dose dependent rect. 21 2
20 119.25 wind 1 270 < th dose independent rect. 22 1
21 119.42 humidity 60 270 < th dose independent rect. 18 1
23 119.46 humidity 60 270 < th dose dependent rect. 18 1
25 120.45 wind 1 30 < th dose dependent rect. 14 10
29 122.23 temperature 30 270 > th dose dependent rect. 18 1
54 123.52 wind 1 30 < th dose dependent rect. 12 12
92 126.41 temperature 20 10 > th dose dependent rect. 23 1
221 129.12 humidity 80 90 < th dose dependent rect. 20 1
227 129.19 temperature 25 30 > th dose independent rect. 21 1
241 129.33 humidity 70 270 < th dose dependent rect. 19 12
357 129.98 wind 1 30 < th dose dependent sin 18 NA
386 130.12 temperature 30 270 > th dose independent rect. 18 1
468 130.52 wind 3 30 < th dose dependent sin 15 NA
508 130.69 humidity 90 10 < th dose independent rect. 21 2
509 130.69 humidity 90 10 < th dose dependent rect. 21 2
518 130.71 temperature 20 90 < th dose dependent rect. 6 6
526 130.72 temperature 20 10 < th dose dependent rect. 7 5
561 130.76 wind 5 10 > th dose independent rect. 8 1
563 130.76 wind 5 10 > th dose dependent rect. 8 1
592 130.81 temperature 20 90 < th dose independent rect. 6 4
614 130.83 temperature 20 10 < th dose dependent rect. 8 2
726 130.98 wind 7 1440 > th dose dependent rect. 4 4
836 131.23 humidity 80 90 < th dose dependent rect. 6 1
913 131.40 wind 7 1440 > th dose independent rect. 4 1
937 131.44 wind 7 1440 > th dose dependent rect. 4 1
949 131.46 humidity 80 90 < th dose independent rect. 6 1
955 131.47 radiation 1 720 < th dose independent rect. 17 2