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Os10g0483100

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 : 9.78 (0.0105) R2 : 0.0448
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.102 (0.0221) R2dN8 : 0.0579 R2N8 : 0.0448
σ : 0.198
deviance : 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 = 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
15.11 0.183 9.81 -0.00444 0.106 0.033 -0.163 -0.764 0.0658 2.84 19.7 1658 -- --
15.59 0.185 9.79 0.109 0.124 0.243 -0.222 -- 0.0988 2.65 18.47 2780 -- --
15.13 0.181 9.81 0.00999 0.105 0.0443 -- -0.822 0.0689 2.49 19.08 1598 -- --
15.69 0.186 9.79 0.12 0.134 0.172 -- -- 0.0948 2.23 19.08 1598 -- --
15.66 0.184 9.81 -0.00655 -- 0.0429 -- -0.792 0.064 -- 18.3 2666 -- --
16.47 0.19 9.78 0.168 0.105 -- -0.167 -- 0.118 3.06 -- -- -- --
16.56 0.191 9.78 0.171 0.104 -- -- -- 0.119 2.67 -- -- -- --
16.34 0.188 9.79 0.085 -- 0.364 -- -- 0.0938 -- 15.8 2630 -- --
16 0.186 9.79 -- 0.0939 0.245 -- -- 0.0602 2.01 18.4 2758 -- --
17.18 0.194 9.78 0.176 -- -- -- -- 0.122 -- -- -- -- --
17.33 0.195 9.78 -- 0.107 -- -- -- 0.1 2.69 -- -- -- --
16.3 0.188 9.79 -- -- 0.354 -- -- 0.0791 -- 16.4 6884 -- --
18 0.198 9.78 -- -- -- -- -- 0.102 -- -- -- -- --

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 14.35 temperature 25 720 > th dose dependent rect. 23 8
3 14.45 temperature 25 720 > th dose independent rect. 23 8
5 14.49 temperature 25 90 > th dose independent rect. 24 7
7 14.52 atmosphere 1000 90 > th dose dependent rect. 23 9
9 14.54 temperature 25 720 > th dose independent rect. 23 4
19 14.59 temperature 25 720 > th dose dependent rect. 23 3
25 14.63 temperature 25 720 < th dose independent rect. 23 8
33 14.67 temperature 25 90 > th dose dependent rect. 1 5
35 14.68 atmosphere 1000 10 > th dose dependent rect. 23 9
42 14.70 atmosphere 1005 270 > th dose dependent rect. 23 6
50 14.74 humidity 80 4320 > th dose independent rect. 23 1
67 14.81 temperature 20 30 > th dose independent rect. 20 10
68 14.81 radiation 20 1440 < th dose dependent rect. 11 1
95 14.88 temperature 20 30 > th dose independent rect. 20 15
107 14.91 radiation 1 1440 < th dose independent rect. 13 1
108 14.91 temperature 25 1440 < th dose independent rect. 24 2
109 14.91 radiation 1 1440 < th dose independent rect. 10 4
112 14.91 humidity 70 14400 < th dose dependent rect. 21 1
113 14.91 radiation 1 1440 < th dose dependent rect. 13 1
118 14.91 radiation 1 1440 < th dose dependent rect. 10 4
154 14.95 temperature 25 10 > th dose dependent rect. 23 8
160 14.97 humidity 90 14400 > th dose independent rect. 6 1
161 14.97 humidity 70 14400 < th dose independent rect. 21 1
162 14.97 radiation 1 1440 > th dose independent rect. 13 1
187 14.99 atmosphere 1005 10 > th dose independent rect. 23 9
189 14.99 radiation 20 4320 > th dose dependent rect. 6 2
204 15.00 humidity 90 14400 < th dose independent rect. 6 1
208 15.00 humidity 60 14400 > th dose independent rect. 24 8
213 15.00 atmosphere 1015 30 < th dose dependent rect. 20 15
215 15.01 atmosphere 1005 720 < th dose independent rect. 21 2
232 15.02 wind 7 4320 > th dose dependent rect. 18 1
240 15.03 wind 3 1440 < th dose independent rect. 8 1
241 15.03 temperature 20 1440 > th dose independent rect. 6 1
246 15.03 radiation 1 1440 > th dose independent rect. 10 5
247 15.03 temperature 20 30 > th dose independent rect. 20 6
248 15.03 radiation 30 4320 < th dose independent rect. 22 10
250 15.03 radiation 30 4320 < th dose independent rect. 19 13
251 15.03 radiation 30 4320 < th dose independent rect. 17 15
260 15.04 radiation 30 4320 < th dose independent rect. 6 2
265 15.04 radiation 30 4320 < th dose independent rect. 2 6
275 15.05 wind 3 1440 > th dose independent rect. 8 1
276 15.05 humidity 60 14400 > th dose independent rect. 7 1
286 15.06 temperature 20 1440 < th dose independent rect. 6 1
289 15.06 radiation 20 4320 > th dose independent rect. 6 2
319 15.07 radiation 20 1440 < th dose independent rect. 11 2
323 15.07 temperature 20 270 > th dose independent rect. 18 8
331 15.07 temperature 20 10 < th dose dependent rect. 12 18
335 15.08 wind 7 4320 < th dose independent rect. 18 1
337 15.08 temperature 20 1440 < th dose independent rect. 21 3
349 15.08 temperature 20 10 < th dose dependent rect. 15 15
353 15.09 wind 7 4320 > th dose independent rect. 18 1
362 15.09 temperature 20 1440 > th dose independent rect. 12 16
363 15.09 temperature 20 1440 < th dose independent rect. 12 16
364 15.09 temperature 20 1440 < th dose independent rect. 12 19
365 15.09 humidity 90 14400 > th dose dependent rect. 6 1
402 15.10 temperature 20 1440 > th dose independent rect. 12 19
404 15.10 wind 3 1440 < th dose dependent rect. 2 1
443 15.11 temperature 25 720 > th dose dependent rect. 5 1
450 15.11 atmosphere 1010 30 < th dose dependent rect. 20 10
463 15.12 temperature 20 1440 > th dose independent sin 13 NA
465 15.12 temperature 20 1440 < th dose independent sin 13 NA
476 15.12 temperature 20 1440 < th dose independent rect. 15 16
477 15.12 temperature 20 1440 > th dose independent rect. 14 17
484 15.12 temperature 20 90 > th dose independent rect. 7 23
505 15.13 temperature 25 720 > th dose independent rect. 4 2
598 15.14 humidity 70 14400 < th dose dependent rect. 20 11
646 15.15 temperature 20 10 < th dose dependent rect. 19 11
696 15.16 temperature 20 90 < th dose dependent rect. 18 11
715 15.17 atmosphere 1005 720 > th dose independent rect. 19 5
744 15.17 temperature 20 10 < th dose dependent sin 10 NA
798 15.18 temperature 20 1440 > th dose independent rect. 20 20
800 15.18 temperature 20 1440 < th dose independent rect. 20 20
817 15.18 temperature 20 10 < th dose dependent rect. 19 9
846 15.18 temperature 20 1440 < th dose dependent rect. 12 18
893 15.19 temperature 20 1440 > th dose independent rect. 5 23
897 15.19 temperature 20 1440 < th dose independent rect. 5 23
973 15.20 temperature 20 30 > th dose independent rect. 20 19