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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.

Os03g0178300

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

Description : Epoxide hydrolase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.56 (0.0485) R2 : 0.0614
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.66 (0.509) R2dE : 0.0564 R2E : 0.0577
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.119 (0.102) R2dN8 : 0.00365 R2N8 : 0.005
σ : 0.91
deviance : 381.59
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 15.72
memory length : 1493
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
367.3 0.9 3.49 0.64 0.197 0.992 -0.818 -3.74 0.027 23.6 19.53 1334 -- --
371.98 0.898 3.53 0.573 0.254 1.93 -0.859 -- 0.0161 23.8 18.12 2688 -- --
369.49 0.895 3.49 0.674 0.184 1.06 -- -3.8 0.0303 23.2 19.36 1458 -- --
374.4 0.901 3.53 0.505 0.199 2.41 -- -- -0.000471 23.6 18.86 1491 -- --
371.56 0.898 3.48 0.679 -- 1.1 -- -3.78 0.0325 -- 19.31 1495 -- --
398.95 0.936 3.57 0.0814 0.2 -- -0.786 -- -0.155 22.3 -- -- -- --
401.43 0.938 3.57 0.113 0.205 -- -- -- -0.153 22.1 -- -- -- --
376.43 0.904 3.53 0.526 -- 2.56 -- -- -0.00359 -- 18.55 1516 -- --
379.73 0.908 3.54 -- 0.181 2.44 -- -- -0.0943 22.4 17.2 1438 -- --
403.98 0.939 3.56 0.116 -- -- -- -- -0.153 -- -- -- -- --
401.77 0.938 3.57 -- 0.206 -- -- -- -0.165 22.1 -- -- -- --
381.59 0.91 3.56 -- -- 2.66 -- -- -0.119 -- 15.72 1493 -- --
404.33 0.939 3.57 -- -- -- -- -- -0.165 -- -- -- -- --

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
1 362.34 wind 9.0 43200 > th dose dependent rect. 17 4
2 362.85 wind 7.0 43200 > th dose independent rect. 20 1
3 362.96 wind 9.0 43200 > th dose dependent rect. 17 6
4 363.36 precipitation 0.1 1440 > th dose independent rect. 20 7
5 363.36 precipitation 0.1 1440 > th dose dependent rect. 20 7
7 364.16 wind 5.0 43200 > th dose dependent rect. 19 2
8 364.17 wind 7.0 43200 < th dose independent rect. 20 1
15 364.87 humidity 90.0 14400 > th dose dependent rect. 18 10
20 365.17 wind 9.0 43200 > th dose independent rect. 17 4
21 365.17 wind 9.0 43200 < th dose independent rect. 17 4
24 365.27 wind 9.0 43200 > th dose dependent rect. 17 8
54 365.91 humidity 90.0 14400 > th dose dependent sin 11 NA
71 366.09 radiation 30.0 4320 < th dose independent rect. 18 13
77 366.16 temperature 20.0 1440 < th dose dependent rect. 1 14
102 366.39 humidity 90.0 14400 > th dose dependent rect. 1 10
115 366.49 wind 9.0 43200 > th dose independent rect. 17 6
116 366.49 temperature 25.0 1440 < th dose dependent rect. 7 2
140 366.66 temperature 10.0 1440 > th dose dependent rect. 7 3
146 366.69 temperature 20.0 1440 < th dose dependent sin 4 NA
153 366.71 temperature 30.0 90 < th dose dependent rect. 9 18
155 366.73 wind 9.0 43200 > th dose independent rect. 17 8
228 367.15 temperature 30.0 1440 < th dose dependent rect. 23 14
234 367.18 temperature 10.0 1440 > th dose dependent rect. 23 14
239 367.20 wind 9.0 43200 > th dose independent rect. 17 11
251 367.23 temperature 30.0 1440 < th dose dependent rect. 5 7
253 367.23 temperature 30.0 1440 < th dose dependent rect. 1 12
256 367.24 temperature 10.0 1440 > th dose dependent rect. 1 12
267 367.26 temperature 25.0 10 < th dose dependent rect. 9 18
339 367.42 radiation 1.0 4320 < th dose independent rect. 15 19
359 367.44 temperature 30.0 720 < th dose dependent rect. 4 21
387 367.49 temperature 30.0 1440 < th dose dependent sin 6 NA
401 367.51 temperature 10.0 1440 > th dose dependent sin 6 NA
466 367.58 radiation 1.0 1440 < th dose dependent rect. 18 17
469 367.59 radiation 30.0 4320 < th dose independent rect. 6 1
526 367.68 temperature 10.0 720 > th dose dependent rect. 1 21
555 367.72 radiation 1.0 4320 > th dose independent rect. 15 19
575 367.74 temperature 20.0 1440 < th dose dependent rect. 7 23
681 367.88 temperature 20.0 1440 < th dose dependent no NA NA
848 368.10 temperature 20.0 1440 < th dose dependent rect. 11 23
915 368.20 temperature 30.0 1440 < th dose dependent rect. 23 1
928 368.21 radiation 1.0 1440 < th dose dependent rect. 23 12
998 368.29 temperature 10.0 1440 > th dose dependent rect. 23 1