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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.

Os06g0145100

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

Description : Similar to Pectate lyase homolog (EC 4.2.2.2).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.99 (0.0758) R2 : 0.253
β1 : 1.34 (0.267) R2dD : 0.0516 R2D : -0.0846
β2 : 0.827 (0.165) R2dC : 0.0423 R2C : -0.0636
β3 : 3.19 (0.34) R2dE : 0.23 R2E : -0.185
β4 : 2.34 (0.669) R2dD*C : 0.0207 R2D*C : -0.0731
β5 : 12.8 (1.34) R2dD*E : 0.245 R2D*E : -0.0313
γ1 : -0.653 (0.147) R2dN8 : 0.0466 R2N8 : -0.0322
σ : 1.25
deviance : 711.56
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_____
C
peak time of C : 14.5
E
wheather : wind
threshold : 5.472
memory length : 5319
response mode : > th
dose dependency : dose independent
G
type of G : sin
peak or start time of G : 8.53
open length of G : --

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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 = 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
711.56 1.25 3.99 1.34 0.827 3.19 2.34 12.8 -0.653 14.5 5.472 5319 8.53 --
815.52 1.33 3.56 1.45 0.599 2.45 2.06 -- -0.0374 14.4 5.898 10206 8.89 --
729.23 1.26 3.99 1.42 0.833 3.14 -- 11.8 -0.653 14.8 5.456 5365 8.73 --
818.71 1.33 3.55 1.68 0.621 2.65 -- -- 0.0224 14.8 5.9 10212 9.24 --
748.59 1.27 3.92 1.22 -- 3.57 -- 15.3 -0.382 -- 5.682 4502 7.57 --
900.23 1.41 3.65 0.567 0.641 -- 1.64 -- -0.286 15 -- -- -- --
909.04 1.41 3.64 0.603 0.655 -- -- -- -0.276 15.3 -- -- -- --
839.94 1.35 3.55 1.73 -- 2.74 -- -- 0.0351 -- 5.895 10217 9.2 --
877.73 1.38 3.64 -- 0.606 1.48 -- -- -0.274 15.1 5.498 10192 9.42 --
933.22 1.43 3.64 0.575 -- -- -- -- -0.293 -- -- -- -- --
918.61 1.42 3.66 -- 0.643 -- -- -- -0.343 15.3 -- -- -- --
897.97 1.4 3.61 -- -- 1.56 -- -- -0.229 -- 5.899 10247 9.27 --
941.94 1.43 3.66 -- -- -- -- -- -0.357 -- -- -- -- --

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
1 710.76 humidity 80 1440 < th dose independent rect. 22 1
2 710.84 wind 5 4320 > th dose dependent rect. 18 4
6 716.12 wind 7 4320 < th dose independent rect. 18 3
12 719.98 humidity 90 1440 < th dose dependent rect. 24 7
14 720.32 wind 5 4320 > th dose independent rect. 21 1
15 722.00 humidity 80 1440 > th dose independent rect. 22 1
18 722.52 wind 7 4320 < th dose independent rect. 18 9
22 723.58 temperature 20 1440 > th dose independent rect. 18 1
23 723.79 wind 7 4320 > th dose independent rect. 18 3
24 723.86 humidity 90 1440 < th dose dependent rect. 24 4
35 728.45 humidity 90 1440 < th dose dependent rect. 3 1
49 730.87 wind 7 4320 > th dose independent rect. 18 9
55 731.73 humidity 90 1440 < th dose dependent rect. 24 1
61 732.49 humidity 80 1440 > th dose independent rect. 22 3
71 733.08 wind 9 4320 > th dose dependent rect. 20 8
118 735.66 temperature 20 1440 < th dose independent rect. 18 1
122 736.02 wind 9 4320 > th dose independent rect. 20 8
191 741.73 atmosphere 995 14400 > th dose independent rect. 17 3
196 742.11 atmosphere 995 14400 < th dose dependent rect. 16 1
202 742.15 atmosphere 995 14400 < th dose independent rect. 16 2
235 742.66 humidity 80 1440 < th dose dependent rect. 22 1
254 743.50 humidity 70 1440 > th dose dependent rect. 1 3
256 743.58 atmosphere 995 14400 > th dose independent rect. 11 10
278 743.92 wind 5 4320 > th dose independent rect. 15 19
349 744.56 atmosphere 995 14400 > th dose independent rect. 7 9
404 745.40 humidity 70 1440 > th dose dependent rect. 24 7
481 746.93 atmosphere 995 14400 > th dose independent sin 22 NA
498 747.39 atmosphere 995 14400 < th dose independent sin 22 NA
545 747.90 humidity 80 1440 < th dose dependent rect. 21 3
586 748.57 wind 5 1440 > th dose dependent rect. 15 19
627 749.05 humidity 90 1440 < th dose dependent rect. 5 2
650 749.46 humidity 80 1440 > th dose independent rect. 22 9
664 749.60 atmosphere 995 14400 < th dose dependent sin 22 NA
697 749.97 humidity 80 270 < th dose dependent rect. 21 10
746 750.44 wind 5 4320 < th dose independent rect. 15 19
757 750.57 atmosphere 995 14400 > th dose independent rect. 18 22
808 750.94 atmosphere 995 14400 > th dose independent rect. 20 21
899 751.64 atmosphere 995 14400 > th dose independent rect. 14 23
903 751.65 atmosphere 995 14400 > th dose independent rect. 12 23
904 751.66 atmosphere 995 14400 > th dose independent no NA NA
946 751.99 atmosphere 995 14400 > th dose independent rect. 14 21
958 752.09 humidity 80 270 < th dose independent rect. 21 10
960 752.16 atmosphere 995 14400 < th dose independent rect. 18 23
995 752.56 wind 5 1440 > th dose independent rect. 7 16