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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.

Os11g0151500

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

Description : Major facilitator superfamily protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.06 (0.0175) R2 : 2.37e-05
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.00384 (0.0369) R2dN8 : 3.06e-05 R2N8 : 2.37e-05
σ : 0.33
deviance : 50.07
__
_____
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 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
43.37 0.309 3.1 0.0129 0.108 3.17 0.178 7.1 -0.000841 10.2 17.21 1181 -- --
47.87 0.322 3.04 0.0641 0.116 0.253 0.481 -- 0.043 10.5 23.64 818 -- --
43.4 0.307 3.1 0.0321 0.116 3.4 -- 7.56 0.000533 9.56 17 1159 -- --
48.06 0.323 3.04 0.0797 0.105 0.28 -- -- 0.0384 10.5 22.88 532 -- --
44.08 0.309 3.11 0.0359 -- 3.7 -- 8.19 -0.00346 -- 16.99 1146 -- --
48.59 0.327 3.05 -0.000915 0.12 -- 0.373 -- -0.00282 11.5 -- -- -- --
49.07 0.328 3.05 0.0127 0.128 -- -- -- -0.00247 10.1 -- -- -- --
48.68 0.325 3.04 0.0926 -- 0.328 -- -- 0.0476 -- 23 595 -- --
48.22 0.323 3.05 -- 0.108 0.254 -- -- 0.0264 10.4 22.9 532 -- --
50.07 0.331 3.06 0.011 -- -- -- -- -0.00262 -- -- -- -- --
49.08 0.328 3.05 -- 0.128 -- -- -- -0.00388 10.1 -- -- -- --
48.87 0.326 3.05 -- -- 0.25 -- -- 0.0427 -- 27.52 726 -- --
50.07 0.33 3.06 -- -- -- -- -- -0.00384 -- -- -- -- --

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 41.69 wind 9.0 43200 > th dose independent rect. 4 4
4 41.83 wind 9.0 43200 > th dose independent rect. 5 2
5 41.86 wind 9.0 43200 > th dose independent rect. 24 8
6 41.88 wind 9.0 43200 > th dose dependent rect. 4 3
8 41.91 wind 9.0 43200 < th dose independent rect. 4 4
11 41.99 wind 9.0 43200 > th dose dependent rect. 23 8
13 42.02 wind 9.0 43200 < th dose independent rect. 24 8
58 42.66 wind 9.0 4320 < th dose independent rect. 5 4
63 42.83 wind 9.0 4320 < th dose independent rect. 5 2
64 42.83 temperature 20.0 1440 < th dose dependent rect. 17 2
71 42.89 temperature 20.0 1440 > th dose independent rect. 17 1
74 42.91 temperature 20.0 1440 < th dose independent rect. 14 4
116 43.17 wind 9.0 4320 < th dose independent rect. 24 9
118 43.19 temperature 20.0 1440 > th dose independent rect. 11 7
133 43.28 wind 9.0 4320 > th dose independent rect. 3 1
167 43.28 wind 9.0 4320 > th dose dependent rect. 3 1
199 43.29 wind 1.0 14400 < th dose dependent rect. 14 3
210 43.36 wind 1.0 14400 < th dose dependent rect. 14 5
245 43.64 wind 5.0 4320 < th dose independent rect. 1 5
248 43.65 wind 5.0 4320 > th dose independent rect. 1 5
265 43.68 wind 5.0 4320 > th dose dependent rect. 1 7
276 43.70 wind 5.0 4320 > th dose dependent rect. 22 11
284 43.72 temperature 20.0 1440 > th dose independent rect. 11 3
296 43.74 wind 1.0 14400 > th dose independent rect. 15 3
301 43.75 wind 5.0 4320 > th dose dependent rect. 4 4
308 43.76 temperature 20.0 1440 < th dose dependent rect. 12 2
310 43.77 temperature 20.0 4320 < th dose independent rect. 9 1
322 43.78 wind 9.0 4320 > th dose dependent rect. 21 8
325 43.79 wind 9.0 4320 > th dose independent rect. 21 9
368 43.82 wind 1.0 14400 < th dose independent rect. 15 4
663 43.98 wind 1.0 4320 > th dose independent rect. 15 1
669 43.98 temperature 20.0 1440 < th dose dependent rect. 6 17
670 43.99 humidity 90.0 1440 > th dose independent rect. 12 1
682 44.00 temperature 20.0 4320 > th dose independent rect. 9 1
683 44.00 humidity 90.0 1440 < th dose independent rect. 12 1
692 44.00 wind 1.0 720 < th dose dependent rect. 8 1
694 44.00 temperature 20.0 4320 < th dose dependent rect. 9 3
701 44.01 humidity 90.0 1440 > th dose dependent rect. 12 1
704 44.01 humidity 90.0 4320 < th dose dependent rect. 6 2
727 44.04 wind 1.0 4320 < th dose independent rect. 15 1
734 44.04 temperature 20.0 1440 < th dose dependent sin 21 NA
822 44.10 wind 1.0 14400 < th dose dependent rect. 18 1
861 44.14 precipitation 0.1 4320 < th dose independent rect. 11 1
872 44.14 precipitation 0.1 4320 < th dose dependent rect. 11 1
887 44.15 wind 1.0 720 < th dose dependent rect. 7 3
930 44.18 radiation 1.0 4320 < th dose dependent rect. 21 1
975 44.22 radiation 1.0 43200 < th dose dependent rect. 21 1