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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.

Os04g0384800

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

Description : Non-protein coding transcript, unclassifiable transcript.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.33 (0.0673) R2 : 0.603
β1 : -4.16 (0.254) R2dD : 0.419 R2D : 0.368
β2 : 0.747 (0.125) R2dC : 0.031 R2C : -0.0318
β3 : 4.31 (0.614) R2dE : 0.284 R2E : 0.239
β4 : -3.17 (0.479) R2dD*C : 0.0387 R2D*C : -0.0489
β5 : 8.45 (1.51) R2dD*E : 0.19 R2D*E : -0.565
γ1 : -0.691 (0.128) R2dN8 : 0.044 R2N8 : -0.016
σ : 0.995
deviance : 448.26
__
_____
C
peak time of C : 23.3
E
wheather : temperature
threshold : 21.34
memory length : 5902
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
448.26 0.995 6.33 -4.16 0.747 4.31 -3.17 8.45 -0.691 23.3 21.34 5902 -- --
495.06 1.04 6.16 -4.58 0.686 0.486 -3.2 -- -0.895 23.2 21.34 5902 -- --
491.36 1.03 6.34 -4.01 0.765 4.47 -- 8.73 -0.681 23.2 21.21 5899 -- --
515.06 1.06 6.12 -4.07 0.738 1.11 -- -- -0.707 23.7 31.22 4239 -- --
527.53 1.07 6.32 -3.94 -- 4.65 -- 9 -0.667 -- 21.03 5942 -- --
497.17 1.05 6.17 -4.67 0.73 -- -3.23 -- -0.938 23.2 -- -- -- --
541.77 1.09 6.17 -4.53 0.747 -- -- -- -0.925 23.1 -- -- -- --
538.02 1.09 6.09 -4.21 -- 1.42 -- -- -0.683 -- 31.22 4239 -- --
577.63 1.12 5.83 -- 0.802 3.66 -- -- 0.58 23.1 24.5 47520 -- --
576.57 1.12 6.15 -4.52 -- -- -- -- -0.919 -- -- -- -- --
1083.49 1.54 6.05 -- 0.71 -- -- -- -0.42 22.7 -- -- -- --
617.83 1.16 5.81 -- -- 3.62 -- -- 0.561 -- 24.2 47520 -- --
1114.59 1.56 6.03 -- -- -- -- -- -0.418 -- -- -- -- --

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
1 442.33 temperature 20.0 30 > th dose dependent rect. 20 21
3 444.50 temperature 10.0 90 > th dose dependent rect. 19 22
5 445.60 humidity 90.0 14400 < th dose dependent rect. 1 2
27 448.83 temperature 20.0 90 > th dose dependent rect. 22 18
40 450.03 wind 1.0 43200 > th dose independent rect. 22 5
47 450.55 wind 1.0 43200 < th dose independent rect. 22 5
51 450.74 wind 9.0 43200 < th dose independent rect. 15 1
52 450.75 wind 9.0 43200 > th dose independent rect. 15 1
56 451.07 wind 1.0 14400 < th dose dependent rect. 8 1
60 451.29 temperature 20.0 4320 > th dose independent rect. 3 2
68 451.52 temperature 20.0 4320 < th dose independent rect. 3 2
71 451.63 wind 1.0 43200 > th dose independent rect. 18 9
76 451.84 wind 1.0 14400 < th dose independent rect. 8 1
80 451.95 atmosphere 1010.0 14400 > th dose dependent rect. 11 1
81 452.05 temperature 25.0 30 > th dose dependent rect. 9 7
91 452.20 atmosphere 1010.0 14400 > th dose dependent rect. 4 1
92 452.21 wind 1.0 43200 < th dose independent rect. 18 9
98 452.24 temperature 20.0 4320 < th dose dependent rect. 1 1
105 452.42 temperature 20.0 4320 < th dose independent rect. 22 1
128 452.66 atmosphere 1010.0 14400 > th dose dependent rect. 2 10
188 452.91 temperature 20.0 4320 < th dose dependent rect. 20 7
213 453.03 atmosphere 1010.0 14400 > th dose dependent sin 5 NA
219 453.06 atmosphere 1010.0 14400 > th dose dependent rect. 7 1
231 453.08 wind 1.0 43200 < th dose dependent rect. 22 1
239 453.09 temperature 25.0 30 > th dose dependent rect. 1 15
254 453.18 wind 1.0 43200 > th dose independent rect. 21 2
257 453.18 temperature 20.0 4320 < th dose dependent rect. 20 9
262 453.19 precipitation 0.1 43200 < th dose independent rect. 22 2
263 453.19 precipitation 0.1 43200 < th dose dependent rect. 22 2
271 453.21 wind 1.0 43200 < th dose independent rect. 22 1
277 453.23 wind 7.0 14400 > th dose dependent rect. 15 1
280 453.23 temperature 25.0 30 > th dose dependent rect. 5 11
287 453.25 temperature 20.0 4320 < th dose dependent rect. 18 11
310 453.33 temperature 20.0 4320 < th dose dependent rect. 12 17
324 453.37 precipitation 0.1 43200 > th dose independent rect. 22 2
327 453.37 precipitation 0.1 43200 > th dose dependent rect. 22 2
378 453.50 temperature 20.0 4320 < th dose independent rect. 20 11
389 453.54 temperature 20.0 4320 < th dose dependent sin 14 NA
436 453.66 temperature 20.0 4320 < th dose independent rect. 22 9
444 453.68 temperature 20.0 4320 < th dose independent rect. 16 15
445 453.68 temperature 20.0 4320 < th dose independent rect. 13 18
481 453.76 temperature 20.0 4320 > th dose independent rect. 22 9
529 453.88 wind 9.0 14400 > th dose dependent rect. 12 2
566 453.97 atmosphere 1010.0 14400 > th dose dependent no NA NA
586 454.01 atmosphere 1010.0 14400 > th dose dependent rect. 9 23
592 454.02 atmosphere 1010.0 14400 > th dose dependent rect. 7 23
605 454.04 wind 9.0 14400 < th dose independent rect. 12 2
613 454.05 temperature 20.0 4320 < th dose dependent rect. 4 1
732 454.29 temperature 20.0 4320 > th dose independent rect. 22 1
829 454.48 temperature 20.0 4320 < th dose independent sin 11 NA
830 454.48 wind 3.0 1440 > th dose dependent rect. 15 2
865 454.53 temperature 20.0 4320 > th dose independent rect. 13 18
873 454.55 temperature 20.0 4320 > th dose independent rect. 16 15
893 454.59 humidity 60.0 43200 < th dose independent rect. 8 2
929 454.70 temperature 10.0 4320 > th dose dependent rect. 1 2
996 454.84 temperature 20.0 4320 < th dose dependent rect. 20 18