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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.

Os05g0595800

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 : 3.65 (0.0921) R2 : 0.134
β1 : 2.33 (0.686) R2dD : 0.295 R2D : -0.495
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.65 (0.537) R2dE : 0.223 R2E : -0.509
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 20.4 (4.24) R2dD*E : 0.946 R2D*E : -0.271
γ1 : -0.333 (0.115) R2dN8 : 0.023 R2N8 : -0.102
σ : 0.974
deviance : 437.22
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 31.21
memory length : 4267
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
430.58 0.975 3.64 2.36 0.271 -1.63 0.906 20.6 -0.325 15.7 31.26 4297 -- --
476.99 1.03 4.04 -0.648 0.0985 0.339 0.772 -- -0.426 16.7 31.26 4297 -- --
432.67 0.969 3.64 2.38 0.279 -1.64 -- 20.6 -0.321 14.5 31.25 4295 -- --
451.79 0.99 3.98 -0.802 0.274 0.913 -- -- -0.26 15.5 29.8 4106 -- --
437.22 0.974 3.65 2.33 -- -1.65 -- 20.4 -0.333 -- 31.21 4267 -- --
479.36 1.03 4.04 -0.625 0.172 -- 0.826 -- -0.447 16.2 -- -- -- --
480.84 1.03 4.04 -0.616 0.19 -- -- -- -0.442 14.4 -- -- -- --
455.05 0.994 4 -0.848 -- 0.929 -- -- -0.32 -- 29.8 4149 -- --
469.28 1.01 4 -- 0.271 0.786 -- -- -0.257 14.2 29.81 4102 -- --
482.98 1.03 4.04 -0.624 -- -- -- -- -0.447 -- -- -- -- --
490.82 1.04 4.02 -- 0.202 -- -- -- -0.374 14.5 -- -- -- --
473.64 1.01 4 -- -- 0.744 -- -- -0.268 -- 29.89 4119 -- --
493.23 1.04 4.02 -- -- -- -- -- -0.378 -- -- -- -- --

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
1 429.06 temperature 30 4320 > th dose independent rect. 16 20
2 429.30 temperature 30 4320 < th dose independent rect. 16 20
3 429.46 temperature 30 4320 > th dose independent rect. 8 4
17 429.52 temperature 30 4320 < th dose independent rect. 2 10
21 429.62 temperature 30 4320 < th dose independent rect. 8 4
22 429.62 temperature 30 4320 < th dose independent rect. 6 6
35 429.72 temperature 30 4320 > th dose dependent rect. 8 5
52 429.78 temperature 30 4320 > th dose independent sin 9 NA
60 429.83 temperature 30 4320 > th dose dependent rect. 11 2
122 430.25 temperature 30 4320 > th dose dependent sin 8 NA
123 430.26 temperature 30 4320 < th dose independent sin 9 NA
148 430.46 temperature 30 4320 < th dose independent rect. 10 1
183 430.99 temperature 30 4320 < th dose independent rect. 17 1
264 432.51 atmosphere 995 720 > th dose dependent rect. 17 12
268 432.64 temperature 30 4320 > th dose independent rect. 17 1
349 433.43 temperature 30 4320 > th dose dependent no NA NA
564 434.51 temperature 30 4320 < th dose independent rect. 17 11
565 434.51 atmosphere 1010 720 < th dose dependent rect. 21 4
588 434.79 atmosphere 1010 720 < th dose dependent rect. 20 7
633 435.17 atmosphere 1010 90 < th dose dependent rect. 23 11
666 435.73 atmosphere 1000 10 < th dose dependent sin 6 NA
673 435.84 atmosphere 1010 90 < th dose dependent rect. 21 13
674 435.86 atmosphere 1010 10 < th dose dependent rect. 12 23
699 436.13 humidity 80 4320 < th dose dependent rect. 20 1
711 436.37 atmosphere 1010 720 < th dose dependent sin 13 NA
728 436.45 atmosphere 1000 720 < th dose independent rect. 19 12
729 436.47 atmosphere 1015 270 < th dose dependent rect. 21 11
760 436.97 atmosphere 1010 720 < th dose dependent rect. 16 15
777 437.06 atmosphere 1010 30 < th dose dependent rect. 16 19
810 437.29 atmosphere 1000 1440 < th dose dependent rect. 1 1
813 437.31 atmosphere 1010 720 < th dose dependent rect. 23 1
828 437.49 atmosphere 1000 270 < th dose dependent rect. 21 16
837 437.62 atmosphere 1000 10 < th dose independent sin 5 NA
839 437.63 atmosphere 995 90 > th dose dependent rect. 10 23
861 437.70 atmosphere 1010 270 < th dose dependent sin 9 NA
882 437.86 atmosphere 1000 1440 < th dose dependent rect. 23 4
885 437.88 temperature 30 4320 > th dose independent rect. 8 10
916 437.97 temperature 30 4320 > th dose dependent rect. 16 1
939 438.12 atmosphere 1000 720 < th dose dependent rect. 19 14
955 438.25 atmosphere 1000 270 < th dose independent rect. 19 19
965 438.29 temperature 30 4320 > th dose independent no NA NA