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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.

Os08g0180400

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

Description : Zinc finger, BED-type predicted domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.82 (0.0339) R2 : 0.456
β1 : 1.19 (0.125) R2dD : 0.111 R2D : 0.141
β2 : 0.997 (0.0841) R2dC : 0.131 R2C : 0.146
β3 : 1.48 (0.123) R2dE : 0.162 R2E : 0.219
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0864 (0.073) R2dN8 : 0.0024 R2N8 : -0.000123
σ : 0.632
deviance : 181.69
__
_____
C
peak time of C : 20.9
E
wheather : temperature
threshold : 24.4
memory length : 76
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
179.84 0.63 5.71 1.98 0.784 1.21 -1.26 5.38 0.287 19 5.519 412 -- --
181.69 0.633 5.82 1.19 0.997 1.48 -0.0167 -- 0.0864 20.9 24.4 76 -- --
181.66 0.628 5.75 1.74 0.834 1.35 -- 4.14 0.22 19.9 14.18 244 -- --
181.69 0.632 5.82 1.19 0.997 1.48 -- -- 0.0864 20.9 24.4 76 -- --
208.85 0.673 5.74 1.67 -- 1.85 -- 4.2 0.126 -- 15.13 414 -- --
215.64 0.688 5.79 1.43 1.15 -- 0.0927 -- 0.244 18.8 -- -- -- --
215.66 0.688 5.79 1.42 1.15 -- -- -- 0.245 18.8 -- -- -- --
208.71 0.673 5.8 1.11 -- 1.63 -- -- 0.0386 -- 23.82 376 -- --
215.49 0.684 5.87 -- 0.874 1.73 -- -- -0.138 21.4 22.75 94 -- --
285.28 0.789 5.76 1.4 -- -- -- -- 0.222 -- -- -- -- --
269.13 0.767 5.82 -- 1.14 -- -- -- 0.0859 18.9 -- -- -- --
239.1 0.72 5.85 -- -- 1.83 -- -- -0.147 -- 22.92 396 -- --
336.89 0.857 5.8 -- -- -- -- -- 0.067 -- -- -- -- --

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
1 177.23 temperature 30.0 1440 < th dose dependent rect. 17 2
2 177.38 temperature 30.0 1440 < th dose dependent rect. 16 5
7 177.73 wind 7.0 14400 > th dose independent rect. 6 3
11 178.16 wind 7.0 14400 < th dose independent rect. 6 3
12 178.20 temperature 20.0 10 > th dose dependent rect. 3 19
16 178.49 temperature 15.0 1440 > th dose dependent rect. 17 4
28 178.75 temperature 20.0 30 > th dose dependent rect. 3 23
51 179.33 wind 7.0 14400 < th dose independent rect. 20 14
59 179.51 wind 7.0 14400 > th dose independent rect. 20 14
154 180.30 temperature 30.0 270 < th dose dependent rect. 22 22
156 180.32 humidity 90.0 1440 > th dose independent rect. 23 3
216 180.70 temperature 10.0 270 > th dose dependent no NA NA
224 180.72 wind 5.0 14400 > th dose dependent rect. 20 14
228 180.74 temperature 15.0 270 > th dose dependent rect. 12 23
241 180.81 temperature 20.0 720 > th dose dependent rect. 21 18
250 180.83 wind 9.0 43200 > th dose dependent rect. 18 13
263 180.88 temperature 20.0 720 > th dose dependent sin 6 NA
306 181.04 temperature 15.0 270 > th dose dependent rect. 10 23
315 181.08 temperature 15.0 270 > th dose dependent rect. 1 23
358 181.24 temperature 15.0 270 > th dose dependent rect. 14 23
365 181.26 temperature 20.0 270 > th dose dependent rect. 1 21
366 181.27 temperature 10.0 1440 > th dose dependent sin 17 NA
379 181.32 temperature 30.0 1440 < th dose dependent sin 17 NA
404 181.39 temperature 15.0 270 > th dose dependent rect. 16 23
409 181.43 temperature 25.0 10 > th dose dependent no NA NA
468 181.57 temperature 25.0 10 > th dose dependent rect. 6 23
561 181.78 temperature 15.0 720 > th dose dependent rect. 20 21
586 181.83 precipitation 0.1 14400 > th dose independent rect. 20 1
601 181.87 precipitation 0.1 14400 < th dose independent rect. 20 1
602 181.87 precipitation 0.1 14400 < th dose dependent rect. 20 1
770 182.15 temperature 25.0 720 > th dose dependent rect. 3 6
797 182.20 temperature 30.0 1440 < th dose dependent rect. 7 18
813 182.23 temperature 20.0 4320 > th dose independent rect. 12 12
920 182.40 temperature 15.0 270 > th dose dependent rect. 8 23
924 182.41 wind 9.0 14400 > th dose dependent rect. 18 17
997 182.50 temperature 20.0 4320 < th dose independent rect. 13 10