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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.

Os06g0129400

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 : 3.81 (0.0471) R2 : 0.686
β1 : -1.56 (0.249) R2dD : 0.0784 R2D : 0.264
β2 : 0.888 (0.112) R2dC : 0.0553 R2C : -0.0344
β3 : -2.55 (0.175) R2dE : 0.233 R2E : 0.242
β4 : -2.26 (0.411) R2dD*C : 0.0227 R2D*C : 0.026
β5 : 7.31 (0.863) R2dD*E : 0.137 R2D*E : 0.313
γ1 : -0.228 (0.11) R2dN8 : 0.00636 R2N8 : 0.023
σ : 0.766
deviance : 265.96
__
_____
C
peak time of C : 9.6
E
wheather : temperature
threshold : 19.56
memory length : 695
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 2.08
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 = sin)

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
265.96 0.766 3.81 -1.56 0.888 -2.55 -2.26 7.31 -0.228 9.6 19.56 695 2.08 --
299.89 0.807 3.99 -3.12 1.41 -2.89 -1.25 -- -0.699 9.4 16.12 702 2.22 --
283.64 0.784 3.81 -1.65 0.814 -2.55 -- 6.87 -0.22 9.41 19.81 754 2.44 --
304.55 0.813 3.97 -3.15 1.42 -2.9 -- -- -0.674 9.56 16.1 691 2.04 --
293.24 0.798 3.78 -1.29 -- -2.01 -- 6.27 -0.12 -- 19.42 1232 2.78 --
405.98 0.945 4.12 -3.75 0.169 -- -1.61 -- -1.2 8.91 -- -- -- --
414.66 0.954 4.12 -3.81 0.187 -- -- -- -1.2 7.78 -- -- -- --
321.02 0.834 3.94 -2.32 -- -2.28 -- -- -0.36 -- 15.58 11018 3.23 --
537.02 1.08 3.83 -- 2.02 -4.7 -- -- -0.121 9.78 14.5 849 2.9 --
416.56 0.954 4.12 -3.81 -- -- -- -- -1.2 -- -- -- -- --
797.49 1.32 4.02 -- 0.174 -- -- -- -0.774 9.36 -- -- -- --
331.75 0.848 3.8 -- -- -3.46 -- -- 0.244 -- 3.617 47520 4.77 --
799.25 1.32 4.03 -- -- -- -- -- -0.773 -- -- -- -- --

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
1 260.18 temperature 20 720 > th dose dependent rect. 21 14
8 267.14 temperature 20 720 > th dose dependent sin 8 NA
13 268.67 radiation 40 14400 < th dose independent rect. 5 3
15 269.01 radiation 40 14400 < th dose independent rect. 17 15
17 269.28 radiation 40 14400 < th dose independent rect. 1 7
25 269.62 temperature 15 43200 > th dose independent rect. 3 1
26 269.68 temperature 15 43200 > th dose independent rect. 24 5
29 269.73 humidity 90 43200 > th dose dependent rect. 5 2
33 269.89 humidity 90 43200 > th dose dependent rect. 3 13
34 269.97 humidity 90 43200 > th dose dependent rect. 4 4
41 270.29 temperature 15 43200 < th dose independent rect. 2 2
44 270.34 temperature 15 43200 < th dose dependent rect. 2 1
47 270.38 temperature 15 43200 < th dose dependent rect. 1 3
73 270.80 humidity 90 43200 > th dose dependent sin 3 NA
133 272.09 atmosphere 1015 43200 > th dose dependent rect. 20 1
140 272.20 atmosphere 1015 43200 < th dose independent rect. 17 3
169 272.83 radiation 1 43200 < th dose dependent rect. 9 3
188 273.15 temperature 15 43200 > th dose independent rect. 24 12
197 273.27 humidity 90 43200 > th dose independent sin 4 NA
207 273.39 radiation 1 43200 < th dose independent rect. 10 1
208 273.39 radiation 1 43200 < th dose dependent rect. 10 1
213 273.47 radiation 1 43200 > th dose independent rect. 8 4
215 273.48 temperature 20 1440 > th dose dependent rect. 6 2
218 273.51 radiation 1 43200 < th dose independent rect. 8 4
224 273.63 radiation 1 43200 > th dose independent rect. 10 1
245 273.94 humidity 90 43200 > th dose independent rect. 3 8
251 273.99 humidity 90 43200 > th dose independent rect. 2 13
268 274.15 humidity 90 43200 > th dose independent rect. 2 11
284 274.32 temperature 15 43200 > th dose independent sin 8 NA
330 274.80 temperature 20 1440 < th dose independent rect. 5 1
344 274.95 temperature 15 43200 < th dose independent rect. 24 12
357 275.01 atmosphere 1015 43200 > th dose dependent rect. 15 7
370 275.12 humidity 90 43200 > th dose independent rect. 22 19
378 275.19 radiation 1 43200 < th dose dependent rect. 7 1
396 275.39 humidity 90 43200 > th dose independent rect. 22 16
432 275.62 humidity 90 43200 < th dose independent rect. 10 1
493 276.01 radiation 20 43200 > th dose dependent rect. 6 1
508 276.03 temperature 15 43200 < th dose independent sin 8 NA
532 276.08 humidity 80 43200 > th dose dependent rect. 10 1
542 276.14 atmosphere 1015 43200 > th dose independent rect. 19 1
548 276.17 humidity 90 43200 > th dose dependent rect. 3 23
570 276.32 humidity 90 43200 > th dose independent rect. 10 1
575 276.37 temperature 25 720 < th dose dependent rect. 3 4
632 276.72 humidity 90 43200 > th dose dependent no NA NA
648 276.78 humidity 90 43200 > th dose dependent rect. 15 23
705 277.05 temperature 30 720 < th dose dependent rect. 1 7
706 277.05 humidity 90 43200 > th dose dependent rect. 10 23
718 277.12 temperature 20 1440 > th dose independent rect. 5 1
736 277.19 temperature 30 720 < th dose dependent rect. 21 12
755 277.29 atmosphere 1015 43200 > th dose independent rect. 14 6
756 277.29 humidity 90 43200 > th dose independent rect. 5 23
771 277.40 humidity 90 43200 > th dose independent rect. 3 23
794 277.53 temperature 30 720 < th dose dependent rect. 22 10
836 277.73 atmosphere 1015 43200 > th dose dependent rect. 13 3
852 277.84 atmosphere 1015 43200 > th dose independent rect. 14 2
873 277.95 humidity 90 14400 > th dose dependent rect. 22 9
886 278.01 humidity 90 43200 > th dose independent no NA NA
892 278.03 humidity 90 43200 > th dose independent rect. 15 23
936 278.24 radiation 1 43200 < th dose dependent rect. 18 15
941 278.27 radiation 1 43200 < th dose dependent rect. 18 17
965 278.40 temperature 15 43200 > th dose independent rect. 10 20