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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.

Os10g0188800

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 : 3.03 (0.0249) R2 : 0.00314
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0628 (0.0524) R2dN8 : 0.00406 R2N8 : 0.00314
σ : 0.469
deviance : 100.88
__
_____
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 = atmosphere, 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
93.27 0.454 2.47 3.32 0.0807 -46.1 -0.156 282 0.0613 6.7 994.9 669 -- --
100.29 0.47 3.03 -0.0671 0.0923 0.0586 -0.129 -- 0.0532 6.14 994.9 669 -- --
92.67 0.448 2.51 3.02 0.0912 -46.3 -- 284 0.05 7.02 994.6 680 -- --
98.46 0.462 3.03 -0.0873 0.0992 0.618 -- -- 0.0546 6.33 994.6 704 -- --
92.96 0.449 2.5 3.12 -- -48.2 -- 295 0.0606 -- 994.6 704 -- --
100.29 0.469 3.03 -0.0667 0.0917 -- -0.131 -- 0.0531 6.15 -- -- -- --
100.34 0.469 3.03 -0.068 0.0911 -- -- -- 0.0536 6.22 -- -- -- --
99.02 0.463 3.03 -0.0835 -- 0.591 -- -- 0.0605 -- 994.5 704 -- --
98.64 0.463 3.03 -- 0.109 0.618 -- -- 0.0592 6.82 994.6 704 -- --
100.77 0.469 3.03 -0.0655 -- -- -- -- 0.0556 -- -- -- -- --
100.46 0.469 3.03 -- 0.0901 -- -- -- 0.0612 6.26 -- -- -- --
99.2 0.464 3.03 -- -- 0.582 -- -- 0.0708 -- 994.5 704 -- --
100.88 0.469 3.03 -- -- -- -- -- 0.0628 -- -- -- -- --

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 92.10 temperature 30.0 90 > th dose independent rect. 10 1
2 92.27 temperature 25.0 90 > th dose dependent rect. 1 1
3 92.32 temperature 25.0 10 > th dose independent rect. 1 1
7 92.33 temperature 25.0 10 > th dose dependent rect. 1 1
11 92.45 atmosphere 1000.0 10 < th dose independent rect. 1 1
18 92.45 atmosphere 1000.0 10 < th dose dependent rect. 1 1
30 92.52 atmosphere 995.0 720 < th dose independent rect. 14 1
71 92.52 atmosphere 995.0 720 < th dose dependent rect. 14 1
123 92.96 atmosphere 995.0 720 > th dose independent sin 7 NA
125 93.04 atmosphere 995.0 720 < th dose independent sin 6 NA
133 93.36 atmosphere 995.0 720 < th dose dependent sin 7 NA
140 93.74 temperature 25.0 30 > th dose dependent rect. 22 1
141 93.75 humidity 90.0 30 < th dose independent rect. 22 1
143 93.79 wind 9.0 1440 < th dose independent rect. 23 1
144 93.79 temperature 10.0 1440 > th dose independent rect. 23 1
147 93.79 temperature 30.0 1440 < th dose independent rect. 23 1
151 93.79 humidity 50.0 1440 > th dose independent rect. 23 1
161 93.79 atmosphere 995.0 1440 > th dose independent rect. 23 1
162 93.79 radiation 1.0 1440 < th dose independent rect. 23 1
182 93.79 temperature 10.0 1440 > th dose independent rect. 24 23
186 93.79 radiation 1.0 1440 < th dose dependent rect. 23 1
192 93.81 temperature 20.0 30 > th dose independent rect. 22 1
194 93.81 precipitation 0.1 30 < th dose independent rect. 22 1
195 93.81 precipitation 0.1 30 < th dose dependent rect. 22 1
196 93.82 wind 1.0 30 > th dose independent rect. 22 1
197 93.83 atmosphere 1005.0 30 > th dose dependent rect. 22 1
198 93.84 humidity 90.0 30 < th dose dependent rect. 22 1
199 93.85 wind 5.0 30 < th dose independent rect. 22 1
202 93.85 temperature 10.0 30 > th dose independent rect. 22 1
204 93.85 temperature 30.0 30 < th dose independent rect. 22 1
205 93.85 humidity 50.0 30 > th dose independent rect. 22 1
208 93.85 atmosphere 995.0 30 > th dose independent rect. 22 1
209 93.85 atmosphere 1010.0 30 < th dose independent rect. 22 1
211 93.85 radiation 1.0 30 < th dose independent rect. 22 1
216 93.85 temperature 10.0 30 > th dose independent rect. 23 23
217 93.85 radiation 1.0 30 < th dose dependent rect. 22 1
222 93.87 atmosphere 1005.0 30 > th dose independent rect. 22 1
223 93.87 wind 9.0 30 < th dose dependent rect. 22 1
224 93.87 atmosphere 995.0 30 > th dose dependent rect. 22 1
227 93.88 wind 1.0 30 > th dose dependent rect. 22 1
230 93.89 humidity 50.0 30 > th dose dependent rect. 22 1
231 93.89 atmosphere 1015.0 30 < th dose dependent rect. 22 1
264 94.01 wind 9.0 30 < th dose independent rect. 23 23
272 94.14 temperature 30.0 30 < th dose dependent rect. 22 1
275 94.16 radiation 1.0 10 < th dose independent rect. 7 5
277 94.16 radiation 1.0 10 < th dose dependent rect. 7 5
279 94.17 radiation 1.0 90 < th dose independent rect. 10 1
282 94.17 radiation 1.0 90 < th dose dependent rect. 10 1
289 94.29 atmosphere 995.0 720 > th dose independent sin 1 NA
341 94.57 radiation 10.0 10 < th dose dependent rect. 11 1
342 94.57 temperature 25.0 90 > th dose dependent rect. 24 6
381 94.76 radiation 1.0 10 < th dose independent rect. 11 1
426 94.89 atmosphere 995.0 720 > th dose independent no NA NA
453 94.94 temperature 30.0 90 > th dose dependent rect. 10 1
469 95.01 humidity 80.0 90 < th dose independent rect. 1 2
475 95.01 humidity 80.0 90 < th dose dependent rect. 1 2
485 95.06 humidity 90.0 10 < th dose dependent rect. 2 2
494 95.17 atmosphere 995.0 720 < th dose independent no NA NA
693 95.21 humidity 90.0 10 < th dose independent rect. 2 2
739 95.39 atmosphere 995.0 720 < th dose dependent no NA NA
930 95.41 radiation 10.0 10 > th dose independent rect. 6 1
957 95.41 radiation 10.0 10 > th dose dependent rect. 6 1