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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.

Os07g0670200

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

Description : C2 calcium/lipid-binding region, CaLB domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.9 (0.0478) R2 : 0.734
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.54 (0.125) R2dC : 0.257 R2C : 0.342
β3 : 3.23 (0.17) R2dE : 0.236 R2E : 0.395
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.13 (0.103) R2dN8 : 0.0984 R2N8 : 0.13
σ : 0.893
deviance : 367.5
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C
peak time of C : 20
E
wheather : temperature
threshold : 20.55
memory length : 664
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 22.7
open length of G : --

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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 = sin)

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
365.82 0.899 4.92 -0.341 2.51 3.3 0.47 -0.843 1.06 20 20.34 691 22.8 --
366.16 0.891 4.91 -0.193 2.55 3.33 0.395 -- 1.1 20.1 20.2 667 22.7 --
366.38 0.891 4.92 -0.312 2.5 3.32 -- -0.642 1.07 20 20.41 682 22.7 --
366.64 0.892 4.9 -0.195 2.52 3.32 -- -- 1.11 20.1 20.28 666 22.6 --
407.18 0.94 4.84 -0.349 -- 5.3 -- -1.67 1.16 -- 5.357 966 20.4 --
542.21 1.09 4.79 0.584 3.5 -- 0.957 -- 1.68 18.5 -- -- -- --
544.5 1.09 4.79 0.571 3.5 -- -- -- 1.69 18.5 -- -- -- --
402.36 0.934 4.85 -0.379 -- 5.3 -- -- 1.15 -- 5.105 971 20.4 --
367.5 0.893 4.9 -- 2.54 3.23 -- -- 1.13 20 20.55 664 22.7 --
1181.41 1.61 4.72 0.483 -- -- -- -- 1.61 -- -- -- -- --
553.08 1.1 4.8 -- 3.49 -- -- -- 1.62 18.5 -- -- -- --
405.02 0.937 4.8 -- -- 5.15 -- -- 1.26 -- 5.295 935 20.1 --
1187.55 1.61 4.73 -- -- -- -- -- 1.56 -- -- -- -- --

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
1 360.82 temperature 20 720 > th dose dependent rect. 4 6
8 366.44 temperature 20 720 > th dose dependent sin 5 NA
12 369.33 temperature 10 720 > th dose dependent rect. 22 18
14 370.33 temperature 20 720 > th dose dependent rect. 22 17
22 371.99 temperature 10 720 > th dose dependent sin 4 NA
29 372.84 temperature 30 720 < th dose dependent sin 4 NA
35 373.43 temperature 25 720 > th dose independent rect. 5 4
38 373.72 temperature 30 720 < th dose dependent rect. 1 14
49 374.66 temperature 30 720 < th dose dependent rect. 3 10
90 378.14 temperature 30 720 < th dose dependent rect. 5 8
104 378.97 temperature 20 720 > th dose dependent rect. 4 10
107 379.17 temperature 25 720 < th dose independent sin 4 NA
109 379.19 temperature 10 720 > th dose dependent rect. 2 15
134 380.39 temperature 25 720 < th dose independent rect. 3 10
159 381.09 temperature 25 720 > th dose independent sin 4 NA
207 383.05 temperature 25 720 < th dose independent rect. 5 7
225 383.82 temperature 20 270 > th dose dependent rect. 3 21
298 385.46 temperature 15 1440 > th dose dependent rect. 19 14
308 385.70 temperature 30 1440 < th dose dependent rect. 19 14
345 386.16 temperature 10 270 > th dose dependent rect. 11 23
433 387.22 temperature 15 1440 > th dose dependent sin 9 NA
481 387.71 temperature 25 720 > th dose independent rect. 4 10
489 387.77 temperature 30 1440 < th dose dependent sin 9 NA
700 389.65 temperature 30 4320 < th dose dependent rect. 21 2
748 390.04 temperature 10 4320 > th dose dependent rect. 21 2
760 390.09 temperature 15 4320 > th dose dependent rect. 3 1
777 390.17 temperature 30 4320 < th dose dependent rect. 3 1