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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.

Os02g0189200

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.89 (0.0289) R2 : 0.00661
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.106 (0.0609) R2dN8 : 0.00853 R2N8 : 0.00661
σ : 0.545
deviance : 136.4
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
129.89 0.535 2.92 -0.289 0.171 0.0735 -0.56 1.03 0.043 5.4 22.9 273 -- --
132.92 0.537 2.88 0.0657 0.00422 0.224 -0.386 -- 0.17 5.72 26.5 260 -- --
130.5 0.532 2.91 -0.239 0.167 0.0759 -- 0.898 0.056 5.52 22.84 229 -- --
132.99 0.537 2.88 0.0997 0.00215 0.212 -- -- 0.164 5.59 26.4 260 -- --
131.92 0.535 2.92 -0.223 -- 0.0941 -- 0.89 0.0595 -- 22.9 231 -- --
134.82 0.544 2.89 0.0419 0.169 -- -0.146 -- 0.107 5.44 -- -- -- --
134.87 0.544 2.89 0.0411 0.168 -- -- -- 0.107 5.13 -- -- -- --
132.96 0.537 2.88 0.103 -- 0.222 -- -- 0.174 -- 26.36 330 -- --
133.24 0.538 2.88 -- 0.017 0.194 -- -- 0.149 7.18 26.5 261 -- --
136.34 0.546 2.89 0.047 -- -- -- -- 0.111 -- -- -- -- --
134.91 0.543 2.89 -- 0.169 -- -- -- 0.103 5.13 -- -- -- --
133.24 0.538 2.88 -- -- 0.212 -- -- 0.158 -- 26.4 326 -- --
136.4 0.545 2.89 -- -- -- -- -- 0.106 -- -- -- -- --

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
1 117.44 precipitation 0.1 90 > th dose dependent rect. 4 7
4 117.47 precipitation 0.1 90 > th dose independent rect. 4 7
7 118.35 wind 3.0 30 > th dose dependent rect. 4 3
8 118.54 wind 3.0 10 > th dose independent rect. 6 1
9 118.56 wind 5.0 90 > th dose dependent rect. 4 1
13 118.60 precipitation 0.1 90 > th dose dependent rect. 4 3
18 118.62 wind 5.0 30 > th dose independent rect. 4 2
24 118.64 precipitation 0.1 90 > th dose independent rect. 4 3
25 118.64 precipitation 0.1 10 > th dose independent rect. 4 4
74 118.72 precipitation 0.1 10 > th dose independent rect. 4 2
79 118.72 precipitation 0.1 10 > th dose dependent rect. 4 2
181 121.56 precipitation 0.1 90 > th dose independent sin 4 NA
185 121.89 radiation 1.0 10 < th dose independent rect. 6 1
187 122.00 precipitation 0.1 90 > th dose independent rect. 23 12
190 122.04 precipitation 0.1 90 > th dose dependent rect. 23 12
198 122.08 precipitation 0.1 90 < th dose independent sin 4 NA
201 122.08 precipitation 0.1 90 < th dose dependent sin 4 NA
217 122.42 wind 7.0 270 > th dose dependent rect. 2 6
219 122.47 precipitation 0.1 90 > th dose independent rect. 23 16
246 122.74 wind 7.0 270 > th dose independent rect. 2 6
256 122.86 precipitation 0.1 90 > th dose dependent sin 5 NA
302 123.69 wind 5.0 270 > th dose dependent rect. 2 1
308 123.80 wind 5.0 270 > th dose independent rect. 2 1
309 123.88 precipitation 0.1 10 > th dose independent rect. 5 18
312 123.88 precipitation 0.1 10 > th dose dependent rect. 5 18
331 124.15 precipitation 0.1 90 > th dose independent rect. 23 8
339 124.18 precipitation 0.1 90 > th dose dependent rect. 23 7
394 124.64 wind 3.0 10 > th dose independent rect. 2 5
559 126.05 precipitation 0.1 10 > th dose dependent sin 1 NA
561 126.07 precipitation 0.1 10 > th dose independent sin 1 NA
572 126.15 precipitation 0.1 10 < th dose independent sin 1 NA
573 126.15 precipitation 0.1 10 < th dose dependent sin 1 NA
811 127.61 wind 9.0 720 > th dose independent rect. 19 1
812 127.61 wind 9.0 720 > th dose dependent rect. 19 1
888 127.82 wind 7.0 720 > th dose independent rect. 20 4
921 128.17 wind 7.0 720 > th dose dependent rect. 19 5
997 128.73 radiation 1.0 10 < th dose dependent rect. 6 1