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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.

Os05g0405400

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 : 5.66 (0.0451) R2 : 0.647
β1 : 3.2 (0.168) R2dD : 0.309 R2D : 0.278
β2 : 2.05 (0.113) R2dC : 0.256 R2C : 0.256
β3 : -1.43 (0.138) R2dE : 0.0958 R2E : 0.0398
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.329 (0.1) R2dN8 : 0.0124 R2N8 : 0.0439
σ : 0.833
deviance : 319.88
__
_____
C
peak time of C : 3.68
E
wheather : temperature
threshold : 26.6
memory length : 858
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
314.03 0.833 5.7 2.8 1.9 -1.29 -1.38 -1.44 -0.388 3.47 26 734 -- --
315.41 0.827 5.65 3.19 1.89 -1.42 -1.34 -- -0.273 3.38 26.28 749 -- --
318.53 0.831 5.69 2.86 1.98 -1.3 -- -1.4 -0.389 3.61 26.3 795 -- --
319.88 0.833 5.66 3.2 2.05 -1.43 -- -- -0.329 3.68 26.6 858 -- --
420.52 0.955 5.61 3.08 -- -1.77 -- -0.711 -0.157 -- 26.2 394 -- --
374.96 0.908 5.72 2.76 2.16 -- -0.716 -- -0.663 4.63 -- -- -- --
376.21 0.908 5.72 2.77 2.16 -- -- -- -0.659 4.7 -- -- -- --
418.4 0.953 5.62 3.34 -- -1.81 -- -- -0.0735 -- 26.26 394 -- --
568.4 1.11 5.77 -- 2.2 -0.588 -- -- -0.85 4.24 26.7 874 -- --
624.44 1.17 5.74 2.85 -- -- -- -- -0.603 -- -- -- -- --
578.2 1.12 5.79 -- 2.21 -- -- -- -0.968 4.67 -- -- -- --
701.45 1.23 5.72 -- -- -1.42 -- -- -0.517 -- 25.87 366 -- --
838.76 1.35 5.81 -- -- -- -- -- -0.919 -- -- -- -- --

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
1 299.34 temperature 25.0 720 > th dose independent rect. 13 7
23 304.89 temperature 25.0 720 > th dose independent sin 19 NA
38 307.87 temperature 15.0 720 > th dose dependent rect. 14 9
54 309.36 temperature 15.0 720 > th dose dependent rect. 13 12
124 313.25 temperature 15.0 720 > th dose dependent sin 18 NA
131 313.51 temperature 20.0 720 > th dose dependent rect. 16 3
164 314.50 temperature 30.0 720 < th dose dependent rect. 12 10
179 314.92 temperature 25.0 270 < th dose independent rect. 13 10
198 315.69 temperature 15.0 720 > th dose dependent rect. 9 16
271 317.56 temperature 30.0 720 < th dose dependent rect. 17 5
446 320.98 temperature 10.0 270 > th dose dependent sin 13 NA
499 321.87 temperature 30.0 270 < th dose dependent rect. 15 15
513 322.10 temperature 25.0 720 < th dose independent sin 19 NA
574 323.07 temperature 30.0 720 < th dose dependent sin 19 NA
587 323.27 temperature 25.0 720 < th dose independent rect. 10 20
597 323.41 wind 7.0 4320 < th dose independent rect. 18 10
599 323.44 temperature 30.0 90 < th dose dependent rect. 19 14
618 323.63 radiation 1.0 14400 < th dose dependent rect. 20 5
659 324.30 temperature 30.0 270 < th dose dependent sin 15 NA
684 324.67 precipitation 0.1 14400 > th dose dependent rect. 20 6
803 325.99 wind 5.0 4320 > th dose dependent rect. 19 2
805 326.00 wind 7.0 4320 < th dose independent rect. 18 7
811 326.06 wind 5.0 4320 > th dose dependent rect. 18 4
815 326.09 wind 7.0 4320 < th dose independent rect. 18 4
840 326.36 wind 7.0 4320 > th dose independent rect. 18 10
850 326.43 temperature 25.0 1440 < th dose dependent rect. 10 2
857 326.48 temperature 20.0 90 > th dose independent rect. 16 13
875 326.55 temperature 25.0 720 > th dose independent no NA NA
880 326.62 temperature 25.0 720 > th dose independent rect. 22 23
911 326.83 wind 5.0 4320 > th dose dependent rect. 18 10
920 326.91 wind 5.0 4320 > th dose dependent rect. 17 18
922 326.94 temperature 25.0 720 < th dose independent rect. 2 22
961 327.29 temperature 30.0 720 < th dose dependent rect. 10 20
984 327.49 wind 7.0 4320 > th dose independent rect. 8 1