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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.

Os03g0174200

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.24 (0.0488) R2 : 0.222
β1 : -0.0728 (0.192) R2dD : 0.000265 R2D : 0.00507
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.28 (0.191) R2dE : 0.0844 R2E : 0.116
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -3.96 (0.568) R2dD*E : 0.0988 R2D*E : 0.13
γ1 : -0.0884 (0.107) R2dN8 : 0.00176 R2N8 : 0.00703
σ : 0.897
deviance : 371.28
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 20.6
memory length : 225
response mode : < th
dose dependency : dose independent
G
type of G : sin
peak or start time of G : 3.09
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 = sin)

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
362.09 0.894 3.24 -0.145 0.422 1.13 -0.694 -3.61 -0.132 5.8 20.5 228 3.37 --
387.89 0.917 3.29 -0.598 0.456 1.14 -1.7 -- -0.265 4.72 20.5 223 2.44 --
362.99 0.887 3.23 -0.124 0.43 1.13 -- -3.88 -0.13 5.78 20.5 225 3.24 --
401.89 0.934 3.28 -0.598 0.412 1.23 -- -- -0.235 5.79 20.6 215 3.4 --
371.28 0.897 3.24 -0.0728 -- 1.28 -- -3.96 -0.0884 -- 20.6 225 3.09 --
414.18 0.954 3.33 -0.808 0.644 -- -2.72 -- -0.412 4.66 -- -- -- --
433.65 0.975 3.32 -0.792 0.63 -- -- -- -0.398 4.87 -- -- -- --
410.39 0.944 3.28 -0.574 -- 1.32 -- -- -0.19 -- 20.7 215 3.34 --
411.37 0.945 3.26 -- 0.392 1.35 -- -- -0.152 5.98 20.51 215 3.45 --
454.58 0.996 3.32 -0.769 -- -- -- -- -0.382 -- -- -- -- --
450.2 0.993 3.3 -- 0.616 -- -- -- -0.31 4.91 -- -- -- --
418.76 0.953 3.26 -- -- 1.49 -- -- -0.121 -- 20.6 219 3.11 --
470.18 1.01 3.31 -- -- -- -- -- -0.296 -- -- -- -- --

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
1 358.05 temperature 20 270 < th dose independent rect. 23 7
8 362.94 humidity 90 270 < th dose dependent rect. 3 2
10 363.46 temperature 20 270 > th dose independent rect. 20 9
13 364.66 humidity 90 270 < th dose independent rect. 3 1
14 364.86 temperature 20 270 < th dose dependent rect. 23 7
35 368.06 humidity 50 43200 < th dose dependent rect. 8 1
47 369.93 temperature 20 270 > th dose independent rect. 20 15
50 370.31 temperature 20 270 < th dose independent sin 10 NA
51 370.49 temperature 20 270 > th dose independent sin 10 NA
68 371.35 radiation 1 270 > th dose dependent rect. 4 2
92 372.22 humidity 90 30 < th dose independent rect. 2 4
105 372.54 humidity 80 720 < th dose independent rect. 23 5
118 372.81 humidity 90 30 < th dose dependent rect. 2 4
120 372.91 humidity 80 270 < th dose independent rect. 1 2
159 373.91 temperature 20 10 > th dose independent rect. 21 8
184 374.70 radiation 1 270 > th dose independent rect. 4 1
209 374.88 humidity 80 1440 > th dose independent rect. 24 3
211 374.91 humidity 80 1440 > th dose independent rect. 1 1
250 375.72 temperature 20 10 < th dose independent rect. 24 6
305 376.51 temperature 20 10 < th dose dependent rect. 24 6
307 376.56 humidity 80 1440 > th dose independent rect. 3 1
332 377.00 humidity 80 720 < th dose dependent rect. 21 1
388 377.77 temperature 15 270 > th dose dependent rect. 20 9
399 377.99 humidity 80 720 < th dose dependent rect. 20 7
408 378.15 temperature 20 270 < th dose dependent rect. 3 2
443 379.31 temperature 20 270 < th dose independent rect. 3 2
489 380.10 atmosphere 1005 10 > th dose dependent rect. 3 6
507 380.54 temperature 20 270 < th dose independent rect. 1 1
539 380.85 temperature 20 720 > th dose independent rect. 22 2
543 380.88 humidity 50 43200 < th dose independent rect. 6 2
550 381.08 humidity 90 30 < th dose independent rect. 2 7
568 381.33 temperature 25 270 < th dose dependent sin 10 NA
588 381.71 atmosphere 1005 30 > th dose dependent rect. 5 1
593 381.87 temperature 20 720 < th dose independent rect. 22 1
614 382.27 temperature 25 270 < th dose dependent rect. 18 13
637 382.59 temperature 25 90 < th dose dependent sin 8 NA
644 382.74 temperature 15 10 > th dose dependent rect. 21 8
654 382.86 radiation 40 4320 < th dose independent rect. 15 8
666 382.98 radiation 10 1440 < th dose independent rect. 5 1
669 383.05 temperature 15 270 > th dose dependent rect. 20 14
673 383.16 radiation 40 4320 < th dose independent rect. 15 5
675 383.22 humidity 90 30 < th dose independent rect. 5 1
699 383.52 temperature 15 14400 < th dose dependent rect. 6 2
700 383.58 atmosphere 1000 270 > th dose dependent rect. 24 8
706 383.62 humidity 80 720 < th dose dependent rect. 19 13
710 383.66 temperature 15 14400 < th dose independent rect. 6 3
718 383.70 humidity 50 43200 > th dose independent rect. 6 2
729 383.83 radiation 40 4320 < th dose independent rect. 15 3
732 383.86 radiation 40 4320 < th dose independent rect. 15 1
733 383.86 radiation 40 4320 < th dose independent rect. 15 16
745 383.94 temperature 20 10 > th dose independent rect. 21 17
774 384.22 humidity 50 43200 < th dose independent rect. 8 1
801 384.39 temperature 20 10 > th dose independent rect. 23 15
822 384.54 temperature 15 270 > th dose dependent sin 10 NA
847 384.71 temperature 10 43200 < th dose independent rect. 9 11
849 384.72 temperature 10 43200 < th dose dependent rect. 9 11
862 384.81 temperature 10 43200 < th dose independent rect. 19 2
873 384.82 temperature 10 43200 < th dose dependent rect. 19 2
892 384.93 temperature 20 10 > th dose independent sin 8 NA
895 384.96 wind 9 14400 > th dose independent rect. 24 1
902 384.96 humidity 60 43200 < th dose independent rect. 2 1
931 384.96 wind 9 14400 > th dose dependent rect. 24 1
938 384.96 humidity 60 43200 < th dose dependent rect. 2 1