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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.

Os06g0232300

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

Description : Similar to Auxin transport protein REH1.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.45 (0.0518) R2 : 0.751
β1 : 4.74 (0.19) R2dD : 0.363 R2D : 0.241
β2 : 3.63 (0.138) R2dC : 0.408 R2C : 0.299
β3 : -2.93 (0.203) R2dE : 0.121 R2E : -0.0722
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.23 (0.111) R2dN8 : 0.0834 R2N8 : -0.0146
σ : 0.966
deviance : 430.08
__
_____
C
peak time of C : 6.68
E
wheather : temperature
threshold : 22.96
memory length : 369
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 22.5
open length of G : 0.75

__

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 = rect.)

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
438.16 0.983 5.48 4.51 3.79 -3.06 2.19 -2.51 1.14 6.69 21.31 319 22.6 2.55
419.3 0.954 5.46 4.7 3.65 -3.17 2.13 -- 1.25 6.71 23.26 367 22.5 0.801
430.53 0.966 5.5 4.82 3.66 -2.91 -- 0.648 1.12 6.57 22.76 372 22.5 0.911
430.08 0.966 5.45 4.74 3.63 -2.93 -- -- 1.23 6.68 22.96 369 22.5 0.75
565.8 1.11 5.48 5.65 -- -4.47 -- 4.33 1.46 -- 11.46 552 8.14 14.4
562.97 1.11 5.52 4.47 3.3 -- 1.72 -- 0.969 7.76 -- -- -- --
571.39 1.12 5.52 4.51 3.3 -- -- -- 0.967 7.74 -- -- -- --
515.25 1.06 5.56 4.97 -- -4.19 -- -- 1.18 -- 0.7067 515 8.21 15
1021.57 1.49 5.55 -- 3.61 -2.07 -- -- 0.687 6.68 20.91 364 22.7 0.467
1160.39 1.59 5.6 4.56 -- -- -- -- 1.01 -- -- -- -- --
1108.34 1.56 5.63 -- 3.34 -- -- -- 0.464 7.65 -- -- -- --
1119.29 1.56 5.66 -- -- -3.46 -- -- 0.671 -- -14.84 418 9.77 13.3
1707.76 1.93 5.71 -- -- -- -- -- 0.509 -- -- -- -- --

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
1 449.03 temperature 20 270 > th dose dependent rect. 23 3
2 449.34 temperature 20 270 > th dose dependent rect. 22 5
3 451.99 temperature 30 720 < th dose dependent rect. 19 2
6 452.90 temperature 10 720 > th dose dependent rect. 16 10
12 455.16 temperature 30 270 < th dose dependent rect. 17 13
18 457.17 temperature 20 270 > th dose dependent rect. 24 1
41 462.03 temperature 15 720 > th dose dependent rect. 16 2
44 462.69 temperature 10 720 > th dose dependent rect. 15 4
88 467.67 temperature 15 270 > th dose dependent rect. 22 12
113 469.74 temperature 30 90 < th dose dependent rect. 19 16
133 471.40 temperature 25 720 > th dose independent rect. 16 3
141 471.90 temperature 30 270 < th dose dependent sin 11 NA
161 472.87 temperature 20 90 > th dose independent rect. 7 22
181 473.69 temperature 15 270 > th dose dependent sin 10 NA
195 474.16 temperature 25 720 > th dose independent rect. 15 9
205 474.53 temperature 20 30 > th dose independent rect. 9 20
248 476.21 humidity 70 720 > th dose independent rect. 19 11
253 476.38 temperature 30 720 < th dose dependent sin 16 NA
257 476.58 radiation 1 720 < th dose dependent rect. 17 6
275 477.22 temperature 30 720 < th dose independent rect. 18 13
286 477.65 radiation 1 720 < th dose independent rect. 17 6
333 478.82 radiation 1 720 > th dose independent rect. 15 14
336 478.89 temperature 20 30 > th dose independent rect. 24 5
348 479.20 radiation 1 720 > th dose independent rect. 15 4
398 480.01 temperature 25 720 < th dose independent rect. 16 7
482 481.36 temperature 25 720 < th dose dependent rect. 10 15
489 481.53 temperature 30 720 < th dose dependent rect. 11 13
505 481.79 temperature 10 90 > th dose dependent rect. 7 22
575 482.78 temperature 10 720 > th dose dependent sin 15 NA
585 482.88 humidity 70 720 > th dose independent rect. 18 13
586 482.88 temperature 20 720 > th dose dependent sin 14 NA
617 483.38 temperature 25 270 < th dose dependent no NA NA
704 484.67 temperature 15 30 > th dose dependent rect. 9 20
706 484.70 temperature 10 720 > th dose dependent rect. 15 19
730 485.03 temperature 25 270 < th dose dependent rect. 23 23
739 485.13 temperature 20 10 > th dose independent rect. 16 13
778 485.69 temperature 25 720 < th dose independent sin 17 NA
780 485.71 temperature 25 270 < th dose dependent rect. 1 23
781 485.71 temperature 25 270 < th dose dependent rect. 21 23
821 486.18 temperature 25 720 > th dose independent sin 16 NA
902 487.09 temperature 25 720 < th dose independent rect. 11 13