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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.

Os07g0244200

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

Description : Transferase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.22 (0.0274) R2 : 0.000874
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0364 (0.0576) R2dN8 : 0.00113 R2N8 : 0.000874
σ : 0.515
deviance : 121.94
__
_____
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 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
111.74 0.497 3.28 -0.324 0.202 1.56 0.125 -6.91 0.00496 5.89 999.9 619 -- --
117.1 0.508 3.21 0.0637 0.212 0.283 0.0526 -- -0.00904 5.15 999.9 619 -- --
111.77 0.492 3.28 -0.329 0.202 1.58 -- -7.01 0.00118 5.72 999.9 600 -- --
116.16 0.502 3.21 0.0588 0.21 0.369 -- -- 0.00232 5.16 1000 676 -- --
113.9 0.497 3.29 -0.345 -- 1.63 -- -7.43 0.00537 -- 999.9 589 -- --
119.3 0.512 3.22 0.114 0.207 -- 0.0448 -- -0.0279 5.24 -- -- -- --
119.3 0.511 3.22 0.114 0.207 -- -- -- -0.0281 5.17 -- -- -- --
118.5 0.507 3.21 0.0655 -- 0.36 -- -- 0.00142 -- 1000 676 -- --
116.23 0.502 3.21 -- 0.213 0.375 -- -- -0.00887 5.37 1000 676 -- --
121.55 0.515 3.22 0.122 -- -- -- -- -0.0229 -- -- -- -- --
119.65 0.512 3.22 -- 0.209 -- -- -- -0.0409 5.15 -- -- -- --
118.61 0.507 3.22 -- -- 0.371 -- -- -0.00491 -- 1000 676 -- --
121.94 0.515 3.22 -- -- -- -- -- -0.0364 -- -- -- -- --

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 95.77 wind 1.0 10 < th dose independent rect. 7 1
2 95.77 wind 1.0 10 < th dose dependent rect. 7 1
3 95.83 humidity 70.0 10 < th dose independent rect. 7 1
63 95.83 humidity 70.0 10 < th dose dependent rect. 7 1
123 95.86 atmosphere 1000.0 10 < th dose independent rect. 7 1
130 95.86 atmosphere 1000.0 10 < th dose dependent rect. 7 1
149 99.55 wind 3.0 30 < th dose dependent rect. 2 1
151 99.65 wind 3.0 30 < th dose independent rect. 2 1
153 99.68 temperature 25.0 30 < th dose independent rect. 2 1
155 99.68 atmosphere 1015.0 30 < th dose dependent rect. 2 1
156 99.70 temperature 10.0 30 > th dose dependent rect. 2 1
158 99.76 humidity 80.0 30 > th dose independent rect. 2 1
162 99.77 temperature 10.0 30 > th dose independent rect. 2 1
165 99.77 humidity 50.0 30 > th dose independent rect. 2 1
168 99.77 atmosphere 995.0 30 > th dose independent rect. 2 1
169 99.77 atmosphere 1010.0 30 < th dose independent rect. 2 1
171 99.77 radiation 1.0 30 < th dose independent rect. 2 1
176 99.77 precipitation 0.1 30 < th dose independent rect. 2 1
177 99.77 temperature 10.0 30 > th dose independent rect. 3 23
179 99.77 radiation 1.0 30 < th dose dependent rect. 2 1
184 99.77 precipitation 0.1 30 < th dose dependent rect. 2 1
185 99.79 humidity 50.0 30 > th dose dependent rect. 2 1
189 99.87 atmosphere 1005.0 30 > th dose dependent rect. 2 1
193 99.97 atmosphere 995.0 30 > th dose dependent rect. 2 1
198 100.23 temperature 30.0 30 < th dose dependent rect. 2 1
206 100.73 wind 9.0 30 < th dose independent rect. 3 23
213 101.00 wind 1.0 30 > th dose independent rect. 2 1
246 101.69 wind 9.0 1440 < th dose independent rect. 3 1
247 101.69 temperature 10.0 1440 > th dose independent rect. 3 1
250 101.69 temperature 30.0 1440 < th dose independent rect. 3 1
254 101.69 humidity 50.0 1440 > th dose independent rect. 3 1
263 101.69 atmosphere 995.0 1440 > th dose independent rect. 3 1
264 101.69 radiation 1.0 1440 < th dose independent rect. 3 1
284 101.69 temperature 10.0 1440 > th dose independent rect. 4 23
287 101.69 radiation 1.0 1440 < th dose dependent rect. 3 1
313 103.03 atmosphere 1015.0 1440 < th dose independent rect. 3 1
331 105.01 radiation 30.0 30 > th dose independent rect. 7 1
414 107.47 radiation 20.0 30 > th dose dependent rect. 7 1
431 107.66 atmosphere 995.0 30 > th dose independent rect. 3 23
436 107.86 atmosphere 1000.0 270 < th dose independent rect. 4 1
437 107.86 atmosphere 1000.0 270 < th dose dependent rect. 4 1
673 109.38 atmosphere 1000.0 720 > th dose independent rect. 23 16
682 109.50 precipitation 0.1 30 < th dose independent rect. 3 23
685 109.50 precipitation 0.1 30 < th dose dependent rect. 3 23
754 110.02 atmosphere 1000.0 720 > th dose independent rect. 17 16
762 110.23 atmosphere 1000.0 720 > th dose independent sin 11 NA
767 110.28 atmosphere 1000.0 720 < th dose independent rect. 17 15
768 110.29 atmosphere 995.0 4320 > th dose independent rect. 4 4
773 110.43 atmosphere 1000.0 720 < th dose independent rect. 21 18
790 110.67 atmosphere 1000.0 720 < th dose independent sin 12 NA
809 110.82 temperature 25.0 90 > th dose dependent rect. 6 2
814 110.86 temperature 25.0 90 > th dose dependent rect. 4 4
818 110.88 atmosphere 1000.0 720 > th dose independent rect. 3 22
832 110.99 temperature 25.0 30 > th dose dependent rect. 24 8
837 111.03 atmosphere 1000.0 720 > th dose independent rect. 21 18
854 111.04 atmosphere 995.0 10 > th dose dependent rect. 4 22
857 111.08 atmosphere 1000.0 720 < th dose independent sin 5 NA
872 111.15 atmosphere 1000.0 720 > th dose independent rect. 17 22
873 111.16 temperature 10.0 720 > th dose independent rect. 15 8
874 111.16 temperature 10.0 720 > th dose independent rect. 23 16
893 111.23 atmosphere 995.0 90 > th dose dependent rect. 3 22
961 111.53 atmosphere 1000.0 720 > th dose independent rect. 13 18
997 111.61 wind 9.0 720 < th dose independent rect. 15 8
998 111.61 temperature 10.0 720 > th dose independent rect. 3 8
999 111.61 atmosphere 995.0 720 > th dose independent rect. 3 8