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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.

Os09g0544000

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

Description : Transferase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.36 (0.0537) R2 : 0.369
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.882 (0.134) R2dC : 0.0565 R2C : 0.0624
β3 : 2.14 (0.159) R2dE : 0.292 R2E : 0.312
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.103 (0.119) R2dN8 : 0.00149 R2N8 : 0.0138
σ : 0.992
deviance : 453.2
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_____
C
peak time of C : 8.17
E
wheather : temperature
threshold : 24
memory length : 5280
response mode : < th
dose dependency : dose independent
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 independent, 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
443.6 0.99 4.45 -1.15 0.86 1.9 0.614 2.26 -0.355 8.47 23.63 5262 -- --
450.13 0.988 4.39 -0.33 0.798 1.97 0.689 -- -0.235 8.72 23.9 5243 -- --
444.67 0.982 4.46 -1.15 0.864 1.9 -- 2.33 -0.36 8.27 23.64 5260 -- --
450.71 0.989 4.37 -0.324 0.888 2.04 -- -- -0.179 8.3 24 5282 -- --
485.78 1.03 4.47 -1.12 -- 1.95 -- 2.34 -0.338 -- 23.65 5193 -- --
585.39 1.13 4.5 -1.36 0.92 -- 1.02 -- -0.804 9.26 -- -- -- --
588.79 1.14 4.5 -1.32 0.926 -- -- -- -0.805 8.95 -- -- -- --
488.33 1.03 4.4 -0.65 -- 2.04 -- -- -0.212 -- 25.9 2036 -- --
453.2 0.992 4.36 -- 0.882 2.14 -- -- -0.103 8.17 24 5280 -- --
637.91 1.18 4.53 -1.32 -- -- -- -- -0.799 -- -- -- -- --
634.83 1.18 4.47 -- 0.924 -- -- -- -0.658 9.06 -- -- -- --
493.21 1.03 4.36 -- -- 2.2 -- -- -0.0618 -- 23.97 5230 -- --
684.04 1.22 4.49 -- -- -- -- -- -0.652 -- -- -- -- --

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
1 438.90 radiation 1 14400 < th dose dependent rect. 4 1
3 439.50 temperature 25 4320 > th dose independent rect. 6 2
5 440.22 temperature 25 4320 < th dose independent rect. 6 2
7 441.44 radiation 1 1440 < th dose dependent rect. 8 22
10 441.69 radiation 1 1440 < th dose dependent rect. 11 19
13 442.52 temperature 20 4320 > th dose dependent rect. 4 1
14 442.53 temperature 20 4320 > th dose dependent rect. 3 4
66 447.83 temperature 20 14400 < th dose dependent rect. 3 1
74 448.25 temperature 20 14400 < th dose dependent rect. 21 8
111 449.58 wind 9 43200 < th dose independent rect. 10 7
131 449.99 radiation 1 1440 < th dose independent rect. 11 19
137 450.14 temperature 20 4320 > th dose dependent sin 10 NA
144 450.29 wind 7 43200 > th dose dependent rect. 11 7
148 450.34 wind 9 43200 > th dose independent rect. 10 7
156 450.53 wind 7 43200 > th dose dependent rect. 11 5
175 450.97 wind 9 43200 < th dose independent rect. 11 10
178 451.07 wind 9 43200 > th dose independent rect. 11 10
189 451.34 temperature 20 14400 < th dose dependent rect. 23 2
211 451.67 wind 9 43200 > th dose independent rect. 11 12
231 452.08 temperature 15 4320 > th dose dependent rect. 18 1
233 452.11 temperature 20 14400 < th dose dependent sin 12 NA
239 452.16 temperature 20 4320 > th dose dependent rect. 17 6
275 452.68 radiation 1 1440 > th dose independent rect. 11 19
289 452.86 temperature 30 4320 < th dose dependent rect. 17 6
301 452.97 temperature 30 4320 < th dose dependent rect. 18 1
317 453.11 radiation 1 1440 < th dose dependent rect. 17 13
320 453.14 wind 9 43200 < th dose independent rect. 14 2
340 453.33 temperature 20 4320 > th dose dependent rect. 22 1
377 453.58 wind 9 43200 > th dose independent rect. 14 2
409 453.86 temperature 25 4320 < th dose independent rect. 16 7
433 454.01 wind 9 43200 > th dose dependent rect. 11 12
453 454.18 temperature 30 4320 < th dose dependent rect. 17 16
462 454.22 wind 9 43200 > th dose dependent rect. 11 10
534 454.58 temperature 30 4320 < th dose dependent rect. 17 10
547 454.64 temperature 25 4320 > th dose independent rect. 16 7
605 454.94 radiation 1 1440 < th dose dependent sin 14 NA
784 455.69 temperature 30 4320 < th dose dependent sin 14 NA
855 455.99 temperature 30 14400 < th dose independent rect. 15 1
867 456.05 temperature 10 4320 > th dose dependent rect. 6 2
882 456.10 temperature 30 4320 < th dose dependent rect. 6 2
894 456.17 temperature 30 14400 > th dose independent rect. 15 1
990 456.55 temperature 20 14400 < th dose independent rect. 1 2