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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.

Os04g0429300

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

Description : Basic helix-loop-helix dimerisation region bHLH domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.03 (0.053) R2 : 0.486
β1 : -2.6 (0.198) R2dD : 0.21 R2D : -0.0362
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.41 (0.143) R2dE : 0.118 R2E : 0.0169
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.72 (0.114) R2dN8 : 0.351 R2N8 : 0.234
σ : 0.989
deviance : 451.37
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 28.38
memory length : 1301
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
425.15 0.969 5.04 -1.98 0.413 1.52 -2.59 2.82 -1.99 18.4 20.18 1419 -- --
428.66 0.964 5.13 -2.75 0.43 1.58 -2.52 -- -2.17 18.3 22.8 1388 -- --
436.53 0.973 5.05 -2.02 0.545 1.55 -- 2.57 -2.01 16.1 20.7 1336 -- --
435.94 0.972 5.04 -2.62 0.559 1.51 -- -- -1.75 15.5 28.01 1283 -- --
450.09 0.988 5.04 -1.94 -- 1.49 -- 2.8 -2 -- 20.4 1450 -- --
522.92 1.07 5.05 -2.21 0.33 -- -2.77 -- -1.83 18.6 -- -- -- --
540.66 1.09 5.06 -2.16 0.358 -- -- -- -1.83 16.9 -- -- -- --
451.37 0.989 5.03 -2.6 -- 1.41 -- -- -1.72 -- 28.38 1301 -- --
601.88 1.14 4.95 -- 0.523 1.12 -- -- -1.36 15.7 30.59 1201 -- --
547.43 1.09 5.05 -2.17 -- -- -- -- -1.84 -- -- -- -- --
663.53 1.2 5 -- 0.397 -- -- -- -1.59 16.7 -- -- -- --
616.92 1.16 4.95 -- -- 1.04 -- -- -1.38 -- 30.6 1203 -- --
671.91 1.21 5 -- -- -- -- -- -1.6 -- -- -- -- --

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
1 413.48 temperature 20.0 720 > th dose dependent rect. 17 17
4 414.50 temperature 20.0 1440 > th dose dependent rect. 21 1
9 415.39 temperature 20.0 1440 > th dose dependent rect. 17 7
44 417.86 temperature 25.0 1440 > th dose dependent rect. 15 1
47 418.16 temperature 20.0 720 > th dose dependent sin 10 NA
56 418.70 temperature 20.0 1440 > th dose dependent sin 15 NA
75 419.32 temperature 10.0 1440 > th dose dependent rect. 16 7
79 419.53 temperature 10.0 720 > th dose dependent rect. 17 16
99 419.96 temperature 10.0 1440 > th dose dependent rect. 17 2
102 419.97 temperature 20.0 1440 > th dose dependent rect. 17 2
160 420.92 temperature 10.0 720 > th dose dependent rect. 17 22
187 421.31 temperature 30.0 1440 < th dose dependent rect. 21 1
208 421.52 temperature 25.0 1440 < th dose independent rect. 20 2
264 422.35 temperature 30.0 720 < th dose dependent sin 14 NA
265 422.35 temperature 30.0 1440 < th dose dependent rect. 18 5
303 422.80 temperature 25.0 1440 < th dose independent rect. 19 5
336 423.15 temperature 25.0 1440 > th dose independent rect. 20 2
348 423.26 temperature 25.0 1440 > th dose independent rect. 19 5
374 423.53 temperature 10.0 1440 > th dose dependent sin 17 NA
444 424.09 wind 1.0 1440 < th dose independent rect. 4 2
462 424.27 temperature 30.0 720 < th dose dependent rect. 16 12
475 424.38 temperature 30.0 720 < th dose dependent rect. 15 14
483 424.43 temperature 30.0 1440 < th dose dependent rect. 18 1
556 425.08 temperature 30.0 720 < th dose dependent rect. 15 16
578 425.31 temperature 20.0 1440 > th dose dependent no NA NA
614 425.62 temperature 20.0 1440 > th dose dependent rect. 20 23
617 425.64 temperature 20.0 1440 > th dose dependent rect. 1 23
665 425.94 temperature 10.0 720 > th dose dependent sin 12 NA
705 426.20 temperature 30.0 1440 < th dose independent rect. 14 22
813 426.99 temperature 30.0 1440 < th dose independent rect. 18 22
840 427.23 temperature 30.0 720 < th dose dependent rect. 7 21
850 427.30 wind 1.0 1440 > th dose independent rect. 4 2
856 427.33 temperature 30.0 1440 < th dose independent rect. 9 7
859 427.34 temperature 30.0 1440 > th dose independent rect. 14 22
863 427.35 temperature 25.0 1440 > th dose dependent rect. 6 13
934 427.74 precipitation 0.1 14400 > th dose dependent rect. 21 2
993 428.04 temperature 30.0 1440 < th dose independent rect. 9 20
999 428.06 temperature 30.0 1440 < th dose independent rect. 9 22