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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.

Os07g0111400

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

Description : WRKY transcription factor 29.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.37 (0.061) R2 : 0.88
β1 : 12.5 (0.251) R2dD : 1.26 R2D : 0.549
β2 : 0.872 (0.126) R2dC : 0.0127 R2C : -0.086
β3 : 0.537 (0.325) R2dE : 0.00226 R2E : -0.147
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -8.54 (0.896) R2dD*E : 0.0907 R2D*E : -0.387
γ1 : 2.76 (0.124) R2dN8 : 0.231 R2N8 : -0.0792
σ : 0.946
deviance : 412.22
__
_____
C
peak time of C : 3.12
E
wheather : temperature
threshold : 19.33
memory length : 4076
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
412.92 0.955 6.35 12.6 0.833 0.477 0.312 -8.61 2.78 3.07 19.4 4464 -- --
428.6 0.964 6.68 12.3 0.82 3.14 -0.121 -- 2.47 3.23 12.9 14832 -- --
412.22 0.946 6.37 12.5 0.872 0.537 -- -8.54 2.76 3.12 19.33 4076 -- --
427.69 0.963 6.67 12.4 0.811 3.19 -- -- 2.55 3.07 13 14942 -- --
452.31 0.991 6.38 12.6 -- 0.498 -- -8.76 2.76 -- 19.42 3548 -- --
597.35 1.15 6.8 10.1 0.809 -- 0.419 -- 1.95 2.94 -- -- -- --
597.87 1.15 6.81 10.1 0.815 -- -- -- 1.94 3.11 -- -- -- --
466.06 1.01 6.67 12.4 -- 3.2 -- -- 2.56 -- 13 14811 -- --
3277.27 2.68 7.07 -- 1.06 -3.84 -- -- 0.793 2.97 14.54 7018 -- --
635.77 1.18 6.8 10.2 -- -- -- -- 1.97 -- -- -- -- --
3306.33 2.69 7.06 -- 1.02 -- -- -- 0.815 3.14 -- -- -- --
1476.14 1.79 7.55 -- -- -6.37 -- -- -1.35 -- 21.7 47520 -- --
3365.11 2.71 7.06 -- -- -- -- -- 0.837 -- -- -- -- --

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
1 377.19 wind 3 43200 < th dose independent rect. 2 17
3 377.41 wind 3 43200 > th dose independent rect. 2 17
7 377.90 wind 3 43200 < th dose dependent rect. 24 16
9 378.04 humidity 80 43200 < th dose independent rect. 23 1
63 380.53 wind 3 43200 < th dose dependent rect. 20 20
69 380.79 wind 5 43200 < th dose dependent rect. 11 21
71 380.84 wind 5 43200 < th dose dependent rect. 4 15
103 381.38 wind 3 43200 < th dose dependent sin 2 NA
124 381.81 wind 3 43200 < th dose dependent rect. 15 22
125 381.83 wind 3 43200 < th dose independent sin 1 NA
128 381.90 humidity 80 43200 < th dose dependent rect. 23 1
132 381.95 humidity 80 43200 < th dose dependent rect. 23 3
133 381.96 humidity 80 43200 < th dose dependent rect. 22 5
157 382.32 wind 5 43200 < th dose dependent rect. 14 18
175 382.61 humidity 80 43200 > th dose independent rect. 24 1
181 382.77 wind 3 43200 > th dose independent rect. 11 22
195 382.94 wind 3 43200 > th dose independent sin 1 NA
215 383.22 wind 3 43200 < th dose independent rect. 11 22
224 383.31 humidity 80 43200 < th dose independent rect. 22 11
275 383.98 wind 3 43200 < th dose independent rect. 20 23
297 384.25 wind 3 43200 < th dose dependent rect. 3 23
308 384.39 wind 3 43200 > th dose independent rect. 20 23
312 384.44 humidity 80 43200 > th dose independent rect. 22 11
342 384.89 wind 3 43200 < th dose dependent no NA NA
345 384.91 humidity 80 43200 > th dose independent rect. 3 4
354 384.98 wind 3 43200 < th dose independent no NA NA
376 385.27 wind 3 43200 > th dose independent no NA NA
410 385.65 wind 3 43200 < th dose independent rect. 18 23
423 385.80 humidity 80 43200 > th dose independent rect. 23 9
430 385.87 wind 3 43200 > th dose independent rect. 7 23
433 385.90 wind 3 43200 < th dose independent rect. 14 23
444 386.02 wind 3 43200 < th dose dependent sin 10 NA
451 386.06 wind 3 43200 > th dose independent rect. 15 17
469 386.29 wind 3 43200 < th dose dependent rect. 19 11
476 386.36 wind 3 43200 < th dose independent rect. 5 23
491 386.48 wind 3 43200 > th dose independent rect. 5 23
498 386.51 wind 3 43200 > th dose independent rect. 18 23
510 386.69 wind 3 43200 < th dose dependent rect. 20 9
523 386.78 wind 3 43200 < th dose dependent rect. 11 2
569 387.26 humidity 80 43200 > th dose independent rect. 5 1
578 387.41 wind 3 43200 < th dose dependent rect. 7 7
606 387.74 humidity 80 43200 < th dose independent rect. 23 8
646 388.26 wind 1 43200 > th dose dependent rect. 14 18
750 389.48 humidity 90 14400 > th dose independent rect. 18 8
763 389.63 humidity 90 14400 < th dose independent rect. 18 8
782 389.75 wind 3 43200 < th dose dependent rect. 24 4
792 389.84 humidity 90 14400 < th dose independent rect. 19 6
794 389.85 humidity 80 43200 < th dose independent rect. 3 1
888 390.96 wind 1 43200 > th dose dependent rect. 23 20
953 391.74 wind 3 43200 < th dose dependent rect. 9 4
985 392.10 humidity 60 43200 > th dose independent rect. 9 1