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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.

Os07g0287800

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 : 2.91 (0.0182) R2 : 0.00399
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0519 (0.0384) R2dN8 : 0.00515 R2N8 : 0.00399
σ : 0.344
deviance : 54.18
__
_____
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 = radiation, 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
52.26 0.34 2.91 -0.00781 0.0921 -0.298 -0.205 0.539 0.0287 4.52 38.85 241 -- --
52.49 0.337 2.92 0.000251 0.0931 -0.295 -0.0138 -- 0.0308 4.5 37 212 -- --
52.31 0.337 2.92 -0.00859 0.0873 -0.289 -- 0.409 0.0304 4.83 36.45 232 -- --
52.48 0.337 2.91 -0.00748 0.0872 -0.305 -- -- 0.0315 4.5 37 202 -- --
52.67 0.338 2.91 0.000448 -- -0.229 -- 0.449 0.0392 -- 39.05 217 -- --
53.68 0.343 2.91 -0.019 0.0882 -- 0.0857 -- 0.05 10.1 -- -- -- --
53.71 0.343 2.91 -0.0157 0.0879 -- -- -- 0.0501 10 -- -- -- --
52.83 0.339 2.92 -0.00244 -- -0.261 -- -- 0.0421 -- 39.59 195 -- --
52.47 0.337 2.92 -- 0.093 -0.317 -- -- 0.0248 4.68 36.96 201 -- --
54.18 0.344 2.91 -0.0168 -- -- -- -- 0.05 -- -- -- -- --
53.72 0.343 2.91 -- 0.088 -- -- -- 0.0519 10 -- -- -- --
52.83 0.339 2.91 -- -- -0.257 -- -- 0.0386 -- 39.6 195 -- --
54.18 0.344 2.91 -- -- -- -- -- 0.0519 -- -- -- -- --

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 49.47 wind 1.0 10 < th dose independent rect. 6 1
3 49.92 precipitation 0.1 270 > th dose independent rect. 2 1
4 49.92 precipitation 0.1 270 > th dose dependent rect. 2 1
5 50.14 radiation 1.0 30 < th dose dependent rect. 5 1
7 50.41 wind 1.0 30 < th dose dependent rect. 6 1
8 50.85 radiation 1.0 30 < th dose independent rect. 5 1
11 51.06 wind 1.0 1440 < th dose independent rect. 12 1
13 51.09 wind 1.0 1440 < th dose independent rect. 12 5
14 51.10 wind 1.0 1440 < th dose dependent rect. 12 5
16 51.15 wind 1.0 1440 < th dose dependent rect. 12 2
17 51.15 wind 1.0 1440 < th dose dependent rect. 12 7
18 51.16 wind 1.0 1440 > th dose independent rect. 12 2
19 51.16 wind 1.0 1440 > th dose independent rect. 12 5
27 51.19 radiation 40.0 720 < th dose independent rect. 23 10
51 51.30 wind 1.0 1440 < th dose independent rect. 12 12
69 51.35 wind 1.0 1440 < th dose dependent rect. 12 12
90 51.41 humidity 90.0 1440 > th dose dependent rect. 18 1
95 51.42 wind 1.0 1440 > th dose independent rect. 12 12
114 51.47 radiation 1.0 30 < th dose dependent rect. 5 9
118 51.48 wind 1.0 1440 < th dose independent sin 19 NA
130 51.50 radiation 40.0 720 < th dose independent rect. 21 14
144 51.52 wind 1.0 1440 < th dose dependent rect. 16 1
149 51.53 wind 1.0 1440 < th dose dependent rect. 18 1
151 51.54 temperature 10.0 1440 > th dose independent rect. 15 1
158 51.54 temperature 10.0 1440 > th dose independent rect. 16 23
166 51.56 wind 5.0 30 > th dose independent rect. 14 1
167 51.56 wind 1.0 1440 < th dose independent rect. 16 1
168 51.56 wind 1.0 1440 < th dose independent rect. 18 1
174 51.57 wind 1.0 1440 > th dose independent sin 19 NA
175 51.57 radiation 30.0 30 > th dose independent rect. 14 1
180 51.57 wind 3.0 30 > th dose dependent rect. 14 1
182 51.58 humidity 70.0 30 < th dose independent rect. 14 1
193 51.59 temperature 25.0 30 > th dose independent rect. 14 1
200 51.59 temperature 20.0 30 > th dose dependent rect. 14 1
202 51.59 radiation 1.0 30 > th dose dependent rect. 14 1
206 51.60 wind 1.0 1440 > th dose independent rect. 16 1
207 51.60 wind 1.0 1440 > th dose independent rect. 18 1
208 51.60 humidity 50.0 30 > th dose independent rect. 14 1
210 51.60 atmosphere 1005.0 30 > th dose independent rect. 14 1
212 51.60 wind 9.0 30 < th dose independent rect. 15 23
213 51.60 wind 1.0 1440 < th dose dependent sin 20 NA
215 51.60 atmosphere 1005.0 30 > th dose dependent rect. 14 1
218 51.61 humidity 90.0 30 < th dose dependent rect. 14 1
219 51.61 atmosphere 995.0 30 > th dose dependent rect. 14 1
223 51.62 wind 7.0 30 < th dose independent rect. 14 1
225 51.62 temperature 10.0 30 > th dose independent rect. 14 1
228 51.62 temperature 30.0 30 < th dose independent rect. 14 1
229 51.62 atmosphere 995.0 30 > th dose independent rect. 14 1
231 51.62 atmosphere 1010.0 30 < th dose independent rect. 14 1
234 51.62 radiation 40.0 30 < th dose independent rect. 14 1
235 51.62 precipitation 0.1 30 < th dose independent rect. 14 1
237 51.62 temperature 10.0 30 > th dose independent rect. 15 23
238 51.62 precipitation 0.1 30 < th dose dependent rect. 14 1
245 51.64 radiation 40.0 720 < th dose independent rect. 15 18
247 51.65 radiation 30.0 270 > th dose independent rect. 7 1
262 51.65 radiation 40.0 270 < th dose independent rect. 5 12
271 51.66 atmosphere 1015.0 30 < th dose dependent rect. 14 1
282 51.69 wind 9.0 30 < th dose dependent rect. 14 1
289 51.70 radiation 40.0 720 < th dose independent rect. 5 6
291 51.70 humidity 50.0 30 > th dose dependent rect. 14 1
330 51.76 radiation 30.0 270 > th dose dependent rect. 7 2
365 51.80 wind 1.0 270 < th dose independent rect. 9 1
445 51.84 radiation 40.0 720 < th dose independent rect. 7 3
462 51.86 wind 1.0 270 < th dose dependent rect. 9 1
465 51.87 humidity 90.0 1440 > th dose independent rect. 18 1
489 51.90 atmosphere 1015.0 1440 < th dose independent rect. 15 1
500 51.91 radiation 40.0 270 < th dose independent rect. 21 22
553 51.96 temperature 10.0 43200 < th dose dependent rect. 22 1
575 51.98 radiation 40.0 270 < th dose independent sin 4 NA
628 52.03 radiation 40.0 270 < th dose independent sin 12 NA
638 52.04 radiation 40.0 270 < th dose independent rect. 4 23
639 52.04 temperature 30.0 90 > th dose dependent rect. 10 1
686 52.06 radiation 40.0 270 < th dose independent rect. 12 23
777 52.12 radiation 30.0 270 > th dose independent sin 9 NA
783 52.13 precipitation 0.1 1440 < th dose independent rect. 1 1
786 52.13 temperature 15.0 14400 < th dose dependent rect. 14 1
787 52.13 precipitation 0.1 1440 < th dose dependent rect. 1 1
797 52.15 radiation 40.0 720 < th dose independent sin 9 NA
799 52.15 radiation 40.0 720 < th dose independent rect. 1 9
804 52.16 radiation 30.0 270 > th dose independent sin 7 NA
871 52.19 radiation 30.0 10 < th dose independent rect. 8 12
878 52.20 precipitation 0.1 720 > th dose independent rect. 24 2
881 52.20 radiation 30.0 10 > th dose independent rect. 14 22
883 52.20 precipitation 0.1 720 > th dose dependent rect. 24 2
911 52.21 radiation 30.0 270 > th dose dependent sin 11 NA
967 52.23 temperature 20.0 90 < th dose dependent rect. 2 1
993 52.24 radiation 40.0 720 < th dose independent rect. 18 16
998 52.24 temperature 10.0 43200 < th dose dependent sin 19 NA