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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.

Os07g0541800

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

Description : Similar to KI domain interacting kinase 1.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.74 (0.0581) R2 : 0.304
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.35 (0.142) R2dC : 0.14 R2C : 0.149
β3 : 2.02 (0.203) R2dE : 0.169 R2E : 0.151
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.292 (0.128) R2dN8 : 0.0116 R2N8 : -0.0147
σ : 1.08
deviance : 535.13
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C
peak time of C : 2.59
E
wheather : radiation
threshold : 20
memory length : 1200
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 8.02
open length of G : 7.26

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, 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
516.31 1.07 3.71 -0.0397 1.36 2.01 -1.9 -1.74 0.341 3.05 23.53 1200 8.03 7.17
522.51 1.06 3.74 -0.0805 1.38 2.04 -1.91 -- 0.282 3.04 22.27 1200 8.02 7.31
527.13 1.07 3.72 -0.0135 1.35 1.98 -- -1.73 0.337 2.67 21.3 1200 8.02 7.27
534.59 1.08 3.74 -0.141 1.4 2 -- -- 0.265 2.61 20 1200 8.02 7.25
535.56 1.08 3.71 -0.154 -- 3.25 -- -3.45 0.296 -- 86.63 1200 8.01 14.7
627 1.17 3.86 -0.611 1.43 -- -1.86 -- -0.195 2.17 -- -- -- --
639.56 1.18 3.85 -0.556 1.42 -- -- -- -0.183 1.92 -- -- -- --
557.22 1.1 3.74 -0.123 -- 3.09 -- -- 0.282 -- 91.8 1198 8.08 14.5
535.13 1.08 3.74 -- 1.35 2.02 -- -- 0.292 2.59 20 1200 8.02 7.26
761.74 1.29 3.84 -0.497 -- -- -- -- -0.15 -- -- -- -- --
647.71 1.19 3.84 -- 1.41 -- -- -- -0.121 1.91 -- -- -- --
558.12 1.1 3.75 -- -- 2.98 -- -- 0.29 -- 95.96 1211 7.83 14.7
768.26 1.29 3.83 -- -- -- -- -- -0.0947 -- -- -- -- --

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
1 536.56 radiation 10 1440 < th dose dependent rect. 8 7
3 538.10 radiation 10 1440 > th dose independent rect. 17 22
5 538.66 wind 1 90 < th dose independent rect. 23 5
13 539.96 radiation 10 1440 > th dose independent rect. 6 9
29 540.25 radiation 20 1440 < th dose dependent sin 23 NA
32 540.29 radiation 20 1440 < th dose dependent rect. 8 20
34 540.32 radiation 20 1440 < th dose dependent rect. 8 16
52 540.66 radiation 30 1440 < th dose dependent rect. 11 4
59 540.77 radiation 20 1440 < th dose dependent rect. 11 2
72 541.67 humidity 60 720 > th dose dependent rect. 15 8
98 541.99 radiation 10 1440 < th dose independent rect. 12 5
100 542.00 radiation 20 1440 < th dose dependent rect. 2 14
108 542.05 radiation 10 720 < th dose independent rect. 14 13
110 542.05 radiation 20 1440 < th dose dependent rect. 23 17
122 542.14 radiation 10 1440 > th dose independent sin 2 NA
130 542.17 radiation 20 1440 < th dose dependent rect. 11 22
136 542.27 temperature 20 10 > th dose independent rect. 21 7
158 542.73 radiation 20 1440 < th dose independent rect. 11 2
186 542.86 radiation 1 1440 > th dose dependent rect. 12 3
197 543.12 radiation 10 1440 > th dose independent rect. 11 23
201 543.19 radiation 10 1440 > th dose independent rect. 8 23
205 543.29 radiation 10 1440 > th dose independent rect. 8 5
226 543.49 radiation 10 1440 < th dose independent rect. 13 2
235 543.52 radiation 20 1440 < th dose dependent rect. 2 22
249 543.56 radiation 10 1440 < th dose independent rect. 10 7
261 543.59 radiation 20 1440 < th dose dependent no NA NA
274 543.63 radiation 10 1440 > th dose independent rect. 6 12
291 543.65 radiation 10 1440 > th dose independent no NA NA
425 544.12 radiation 10 1440 > th dose independent rect. 14 23
548 545.04 humidity 70 720 > th dose independent rect. 16 11
584 545.35 humidity 50 720 > th dose dependent rect. 15 11
628 545.82 humidity 80 720 > th dose independent rect. 14 8
629 545.82 radiation 10 1440 < th dose independent rect. 9 19
640 545.87 radiation 10 1440 < th dose independent rect. 9 15
656 545.97 radiation 1 1440 > th dose dependent rect. 12 21
693 546.08 humidity 70 720 > th dose dependent rect. 18 3
724 546.16 radiation 10 1440 < th dose independent rect. 12 16
735 546.22 radiation 10 1440 < th dose independent rect. 12 12
739 546.24 radiation 20 1440 < th dose dependent rect. 14 23
767 546.47 radiation 10 1440 < th dose independent sin 19 NA
817 547.03 radiation 20 1440 < th dose independent rect. 11 22
829 547.16 wind 1 90 < th dose independent rect. 13 15
878 547.42 wind 1 90 < th dose independent rect. 15 13