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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.

Os12g0591100

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.57 (0.0333) R2 : 0.528
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.57 (0.0938) R2dE : 0.326 R2E : 0.414
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.64 (0.0734) R2dN8 : 0.115 R2N8 : 0.202
σ : 0.617
deviance : 175.64
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 21.79
memory length : 807
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
155.57 0.586 4.58 -0.529 0.474 -1.31 0.108 0.324 -0.757 8.55 21.8 807 -- --
155.79 0.581 4.59 -0.604 0.477 -1.33 -0.014 -- -0.773 8.5 21.71 832 -- --
155.6 0.581 4.58 -0.538 0.473 -1.31 -- 0.281 -0.76 8.57 21.77 807 -- --
155.79 0.581 4.59 -0.612 0.479 -1.32 -- -- -0.777 8.5 21.73 831 -- --
167.48 0.603 4.58 -0.499 -- -1.39 -- 0.371 -0.718 -- 21.9 778 -- --
221.52 0.698 4.67 -1.1 0.717 -- -0.0483 -- -1.18 9.1 -- -- -- --
221.53 0.697 4.67 -1.1 0.717 -- -- -- -1.18 9.09 -- -- -- --
167.66 0.603 4.6 -0.575 -- -1.44 -- -- -0.739 -- 21.7 792 -- --
164.58 0.597 4.57 -- 0.461 -1.48 -- -- -0.672 8.38 21.8 864 -- --
251.17 0.741 4.69 -1.1 -- -- -- -- -1.17 -- -- -- -- --
253.58 0.745 4.65 -- 0.716 -- -- -- -1.05 9.21 -- -- -- --
175.64 0.617 4.57 -- -- -1.57 -- -- -0.64 -- 21.79 807 -- --
283.34 0.786 4.67 -- -- -- -- -- -1.05 -- -- -- -- --

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
1 160.47 temperature 25 720 < th dose dependent rect. 16 17
13 161.04 temperature 25 720 < th dose dependent sin 11 NA
31 161.86 temperature 25 720 < th dose dependent rect. 9 22
62 162.42 temperature 25 720 < th dose dependent rect. 24 23
72 162.77 temperature 25 720 < th dose dependent no NA NA
78 162.95 temperature 25 720 < th dose dependent rect. 20 23
111 164.13 temperature 10 720 > th dose dependent rect. 19 14
112 164.23 temperature 25 720 < th dose dependent rect. 21 9
141 165.20 temperature 10 720 > th dose dependent rect. 21 10
170 166.38 temperature 20 720 > th dose independent rect. 12 19
174 166.47 temperature 10 720 > th dose dependent sin 10 NA
194 167.16 temperature 25 720 < th dose dependent rect. 23 4
207 167.46 temperature 25 1440 < th dose dependent rect. 16 10
216 167.55 temperature 25 1440 < th dose dependent rect. 17 5
287 168.30 temperature 25 1440 < th dose dependent rect. 17 1
327 168.78 temperature 20 720 > th dose independent rect. 19 21
345 168.92 temperature 20 720 > th dose independent rect. 2 22
363 169.12 temperature 25 1440 < th dose dependent rect. 21 1
390 169.32 temperature 20 720 > th dose independent rect. 19 12
392 169.33 temperature 20 1440 < th dose independent rect. 5 1
404 169.45 temperature 25 1440 < th dose dependent rect. 4 1
421 169.56 temperature 20 720 > th dose independent rect. 19 14
436 169.69 temperature 20 720 > th dose independent rect. 17 14
465 169.91 temperature 15 1440 > th dose dependent rect. 4 1
470 169.97 temperature 20 720 > th dose independent rect. 17 16
494 170.10 temperature 25 1440 < th dose dependent rect. 1 1
503 170.19 temperature 20 720 > th dose independent rect. 21 10
510 170.27 temperature 20 720 > th dose independent rect. 8 23
579 170.72 temperature 20 1440 > th dose independent rect. 5 1
615 170.91 temperature 20 720 < th dose independent rect. 10 21
618 170.92 temperature 20 720 > th dose independent sin 10 NA
655 171.09 temperature 20 720 > th dose independent no NA NA
694 171.27 temperature 10 720 > th dose dependent rect. 19 18
727 171.42 wind 1 43200 > th dose independent rect. 4 3
744 171.49 temperature 10 1440 > th dose dependent rect. 1 4
766 171.57 temperature 20 720 < th dose independent rect. 19 22
783 171.63 temperature 20 720 < th dose independent rect. 24 23
787 171.65 temperature 20 1440 > th dose independent rect. 4 3
788 171.65 temperature 20 720 < th dose independent rect. 14 17
831 171.80 temperature 10 1440 > th dose dependent rect. 1 1
836 171.82 temperature 20 4320 > th dose independent rect. 22 1
860 171.93 temperature 20 720 < th dose independent rect. 16 21
866 171.96 temperature 20 720 < th dose independent sin 10 NA
960 172.27 temperature 20 720 < th dose independent no NA NA
969 172.30 temperature 20 720 < th dose independent rect. 19 12
987 172.38 temperature 10 720 > th dose dependent rect. 12 21