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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.

Os12g0565300

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

Description : Similar to Calmodulin-binding protein MPCBP.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.57 (0.0342) R2 : 0.733
β1 : -2.24 (0.134) R2dD : 0.203 R2D : -0.101
β2 : 1.21 (0.0826) R2dC : 0.13 R2C : 0.0199
β3 : 4.71 (0.142) R2dE : 0.865 R2E : 0.394
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.507 (0.0773) R2dN8 : 0.0393 R2N8 : -0.0926
σ : 0.628
deviance : 181.56
__
_____
C
peak time of C : 9.96
E
wheather : temperature
threshold : 11.16
memory length : 2452
response mode : > th
dose dependency : dose dependent
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 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
189.65 0.647 5.54 -2.26 1.08 4.98 -0.457 0.96 -0.441 9.25 10.1 3510 -- --
181.06 0.627 5.57 -2.23 1.2 4.71 -0.363 -- -0.515 9.97 11 2459 -- --
190.38 0.643 5.53 -2.26 1.08 4.99 -- 1.03 -0.437 9.28 9.947 3510 -- --
181.56 0.628 5.57 -2.24 1.21 4.71 -- -- -0.507 9.96 11.16 2452 -- --
234.34 0.713 5.54 -2.35 -- 4.89 -- 1.45 -0.396 -- 9.419 4441 -- --
613.17 1.16 5.36 -0.416 0.829 -- -0.762 -- 0.454 8.35 -- -- -- --
614.98 1.16 5.36 -0.439 0.829 -- -- -- 0.454 8.42 -- -- -- --
235.49 0.715 5.59 -2.31 -- 4.54 -- -- -0.467 -- 12.09 2944 -- --
286.8 0.789 5.49 -- 1.01 4.22 -- -- -0.103 10.2 10.78 1263 -- --
653.27 1.19 5.38 -0.434 -- -- -- -- 0.463 -- -- -- -- --
620.05 1.16 5.35 -- 0.827 -- -- -- 0.503 8.46 -- -- -- --
324.51 0.839 5.51 -- -- 3.58 -- -- -0.111 -- 17.17 1498 -- --
658.25 1.2 5.37 -- -- -- -- -- 0.511 -- -- -- -- --

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
1 182.36 temperature 10 1440 > th dose dependent rect. 5 4
3 182.87 temperature 30 1440 < th dose dependent rect. 5 4
4 183.19 temperature 10 1440 > th dose dependent rect. 6 2
6 184.13 temperature 30 1440 < th dose dependent rect. 6 2
7 184.46 temperature 10 1440 > th dose dependent rect. 4 6
10 184.85 temperature 15 1440 > th dose dependent rect. 3 8
18 185.39 temperature 15 1440 > th dose dependent rect. 1 12
23 185.57 temperature 15 1440 > th dose dependent sin 6 NA
68 187.06 temperature 15 1440 > th dose dependent rect. 18 20
111 188.02 temperature 30 4320 < th dose dependent rect. 20 15
335 190.79 temperature 30 4320 < th dose dependent sin 8 NA
535 192.61 temperature 10 4320 > th dose dependent no NA NA
565 192.92 temperature 10 4320 > th dose dependent rect. 1 23
589 193.05 temperature 10 4320 > th dose dependent rect. 5 23
596 193.10 temperature 10 4320 > th dose dependent rect. 23 23
895 194.86 temperature 10 4320 > th dose dependent rect. 21 2
924 195.03 temperature 30 4320 < th dose dependent rect. 21 3