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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.

Os12g0638200

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

Description : Similar to Peptide transporter.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.5 (0.0342) R2 : 0.774
β1 : -2.43 (0.162) R2dD : 0.239 R2D : 0.454
β2 : 0.0277 (0.0838) R2dC : 6.6e-05 R2C : -0.00222
β3 : -2.34 (0.172) R2dE : 0.136 R2E : 0.262
β4 : -3.91 (0.325) R2dD*C : 0.0952 R2D*C : 0.0914
β5 : 5.48 (0.739) R2dD*E : 0.0625 R2D*E : 0.179
γ1 : -0.299 (0.0758) R2dN8 : 0.0137 R2N8 : 0.0168
σ : 0.581
deviance : 152.74
__
_____
C
peak time of C : 13.1
E
wheather : temperature
threshold : 14.69
memory length : 106
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
152.74 0.581 5.5 -2.43 0.0277 -2.34 -3.91 5.48 -0.299 13.1 14.69 106 -- --
170.8 0.613 5.6 -3.24 0.218 -2.42 -2.7 -- -0.494 11.9 14.69 106 -- --
193.59 0.648 5.45 -2.11 0.818 -1.53 -- 6.95 -0.278 2.67 -15.38 950 -- --
200.64 0.66 5.58 -3.29 0.208 -2.49 -- -- -0.482 10.7 14.71 48 -- --
205.13 0.671 5.61 -3.33 -- -2.26 -- 0.382 -0.516 -- 14.8 440 -- --
226.87 0.706 5.68 -3.73 0.573 -- 3.03 -- -0.834 2.13 -- -- -- --
256.7 0.75 5.68 -3.83 0.672 -- -- -- -0.855 3.88 -- -- -- --
202.41 0.663 5.61 -3.35 -- -2.29 -- -- -0.524 -- 14.78 71 -- --
471.01 1.02 5.47 -- 0.645 -4.02 -- -- 0.049 12.7 8.433 65 -- --
281.46 0.784 5.68 -3.8 -- -- -- -- -0.837 -- -- -- -- --
642.45 1.19 5.58 -- 0.597 -- -- -- -0.429 3.96 -- -- -- --
478.9 1.02 5.5 -- -- -3.45 -- -- -0.0317 -- 13.86 96 -- --
661.97 1.2 5.59 -- -- -- -- -- -0.416 -- -- -- -- --

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
1 151.33 temperature 15 90 > th dose dependent rect. 1 23
2 152.88 temperature 15 90 > th dose dependent no NA NA
4 153.25 temperature 30 90 < th dose dependent rect. 3 23
8 153.85 temperature 30 90 < th dose dependent rect. 17 23
9 153.88 temperature 15 90 > th dose dependent rect. 9 23
13 154.62 temperature 30 270 < th dose dependent no NA NA
19 155.26 temperature 30 30 < th dose dependent rect. 19 23
21 155.56 temperature 15 270 > th dose dependent rect. 22 23
23 155.67 temperature 30 270 < th dose dependent rect. 15 23
34 156.15 temperature 15 10 > th dose dependent rect. 9 23
36 156.19 temperature 15 270 > th dose dependent rect. 6 23
42 156.61 temperature 15 270 > th dose dependent rect. 19 23
44 156.65 temperature 30 30 < th dose dependent rect. 13 23
53 156.95 temperature 30 30 < th dose dependent rect. 11 23
59 157.26 temperature 30 270 < th dose dependent rect. 10 23
81 158.45 temperature 30 30 < th dose dependent rect. 23 23
135 161.05 temperature 15 270 > th dose dependent rect. 13 23
145 161.56 temperature 30 30 < th dose dependent rect. 9 23
196 162.93 temperature 15 30 > th dose dependent sin 22 NA
224 163.59 temperature 30 10 < th dose dependent rect. 7 23
332 166.48 temperature 30 270 < th dose dependent sin 0 NA
357 166.95 temperature 20 10 > th dose dependent rect. 9 20
395 167.62 humidity 50 43200 < th dose dependent rect. 15 17
435 168.25 humidity 50 43200 < th dose dependent rect. 15 1
483 168.72 humidity 50 43200 < th dose dependent rect. 15 7
571 169.66 humidity 50 43200 < th dose independent rect. 14 8
591 169.77 humidity 50 43200 < th dose independent sin 13 NA
597 169.83 humidity 50 43200 < th dose independent rect. 14 15
603 169.87 temperature 20 30 > th dose dependent rect. 9 15
632 170.15 temperature 15 720 > th dose dependent rect. 22 19
641 170.23 humidity 50 43200 < th dose independent rect. 15 3
654 170.31 temperature 30 720 < th dose dependent sin 4 NA
663 170.38 humidity 50 43200 > th dose independent rect. 17 1
670 170.44 temperature 30 720 < th dose dependent rect. 1 16
675 170.46 humidity 50 43200 < th dose independent rect. 15 1
690 170.53 humidity 50 43200 < th dose independent rect. 17 1
703 170.61 humidity 90 43200 < th dose dependent rect. 6 12
709 170.66 humidity 80 43200 < th dose dependent rect. 11 7
718 170.68 humidity 80 43200 < th dose dependent rect. 12 4
741 170.75 temperature 30 270 < th dose dependent rect. 4 13
748 170.78 humidity 50 43200 < th dose dependent sin 12 NA
749 170.78 humidity 60 43200 < th dose dependent rect. 17 1
817 170.98 humidity 80 43200 < th dose dependent sin 23 NA
821 170.99 humidity 60 43200 < th dose independent rect. 5 8
882 171.15 humidity 80 43200 < th dose dependent rect. 12 1
934 171.27 humidity 50 43200 > th dose independent rect. 14 9
937 171.27 humidity 50 43200 > th dose independent rect. 14 13