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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.

Os02g0512400

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

Description : Similar to Glutaredoxin.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.03 (0.042) R2 : 0.0989
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 5.4 (0.767) R2dE : 0.0981 R2E : 0.0985
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0329 (0.0886) R2dN8 : 0.000353 R2N8 : 0.000725
σ : 0.79
deviance : 287.67
__
_____
C
peak time of C : --
E
wheather : wind
threshold : 9.437
memory length : 6
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 = wind, 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
284.39 0.792 2.87 -0.327 0.0102 -14.3 1.1 -65.6 -0.0135 19.3 9.436 29 -- --
330.71 0.847 2.95 -0.0483 0.13 3.01 2.55 -- -0.183 6.56 9.463 6 -- --
284.8 0.786 2.88 -0.347 0.0701 -14.3 -- -65.1 -0.00572 13.7 9.5 28 -- --
286.56 0.788 3.02 0.203 0.0278 5.26 -- -- -0.0239 19.6 9.422 6 -- --
285.04 0.786 2.87 -0.365 -- -15.5 -- -69.7 -0.0106 -- 9.5 28 -- --
315.67 0.833 3.03 0.118 0.0547 -- -0.855 -- -0.0489 10 -- -- -- --
317.38 0.834 3.03 0.0906 0.154 -- -- -- -0.0468 14.8 -- -- -- --
286.46 0.788 3.02 0.209 -- 5.53 -- -- -0.00857 -- 9.428 6 -- --
287.28 0.789 3.03 -- 0.0813 5.37 -- -- -0.0326 14 9.446 6 -- --
318.75 0.834 3.03 0.084 -- -- -- -- -0.0508 -- -- -- -- --
317.6 0.834 3.03 -- 0.152 -- -- -- -0.0569 14.8 -- -- -- --
287.67 0.79 3.03 -- -- 5.4 -- -- -0.0329 -- 9.437 6 -- --
318.94 0.834 3.03 -- -- -- -- -- -0.0601 -- -- -- -- --

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
1 283.34 wind 9.0 90 > th dose independent rect. 15 1
3 283.36 wind 9.0 90 > th dose dependent rect. 15 1
5 284.58 wind 9.0 90 > th dose dependent rect. 12 4
7 284.99 wind 9.0 90 > th dose independent rect. 12 4
11 285.13 wind 9.0 10 > th dose independent rect. 15 1
19 285.13 wind 9.0 10 > th dose dependent rect. 15 1
31 285.67 atmosphere 1010.0 10 < th dose dependent rect. 20 2
60 287.78 wind 9.0 30 > th dose dependent rect. 15 11
78 287.80 wind 9.0 30 > th dose dependent rect. 15 7
92 288.28 wind 9.0 30 > th dose dependent sin 16 NA
138 290.59 wind 9.0 30 > th dose independent rect. 15 11
245 291.80 atmosphere 1005.0 30 < th dose independent rect. 20 2
271 292.40 wind 9.0 30 > th dose independent sin 16 NA
370 295.50 atmosphere 1000.0 90 < th dose independent rect. 17 5
375 295.92 wind 9.0 30 > th dose dependent rect. 10 6
436 296.18 atmosphere 1000.0 30 < th dose independent rect. 16 7
469 296.66 humidity 90.0 10 < th dose independent rect. 4 18
566 297.23 wind 9.0 30 > th dose dependent no NA NA
633 297.51 wind 9.0 30 < th dose independent sin 16 NA
652 298.16 temperature 20.0 10 > th dose independent rect. 20 2
654 298.26 atmosphere 1000.0 90 < th dose dependent rect. 18 3
667 298.62 humidity 90.0 10 < th dose independent rect. 17 22
670 298.80 humidity 90.0 90 < th dose dependent rect. 4 2
673 298.92 wind 3.0 90 > th dose dependent rect. 20 1
677 298.98 humidity 80.0 10 < th dose independent rect. 5 1
682 298.98 humidity 80.0 10 < th dose dependent rect. 5 1
689 299.04 wind 1.0 10 > th dose independent rect. 20 2
726 299.53 precipitation 0.1 90 > th dose independent rect. 20 5
727 299.53 temperature 20.0 90 > th dose dependent rect. 20 1
728 299.53 precipitation 0.1 90 > th dose dependent rect. 20 5
730 299.59 wind 7.0 10 < th dose independent rect. 8 15
895 299.96 atmosphere 1000.0 10 < th dose dependent rect. 18 5
928 300.29 wind 3.0 30 > th dose dependent rect. 4 3
929 300.30 humidity 90.0 30 < th dose independent rect. 20 2
952 300.44 wind 9.0 30 > th dose independent rect. 10 6
994 300.58 wind 3.0 10 > th dose independent rect. 5 2