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Os01g0747300

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

Description : Protein of unknown function DUF506, plant family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.7 (0.0358) R2 : 0.781
β1 : -2.68 (0.148) R2dD : 0.219 R2D : 0.285
β2 : 2.47 (0.0857) R2dC : 0.401 R2C : 0.441
β3 : 1.13 (0.156) R2dE : 0.0349 R2E : 0.135
β4 : 2.52 (0.341) R2dD*C : 0.0264 R2D*C : 0.0121
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.2 (0.0815) R2dN8 : 0.00432 R2N8 : 0.00081
σ : 0.655
deviance : 197.83
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C
peak time of C : 14.2
E
wheather : temperature
threshold : 19.5
memory length : 2228
response mode : < th
dose dependency : dose independent
G
type of G : no
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
194.42 0.655 10.7 -2.91 2.46 1.37 2.4 1.46 -0.254 14.2 19.41 2234 -- --
197.83 0.655 10.7 -2.68 2.47 1.13 2.52 -- -0.2 14.2 19.5 2228 -- --
215.35 0.683 10.7 -2.93 2.47 1.42 -- 1.89 -0.26 14.3 19.4 2189 -- --
220.58 0.692 10.7 -2.67 2.5 1.09 -- -- -0.209 14.2 19.4 1990 -- --
569.54 1.11 10.7 -2.92 -- 1.88 -- 2.31 -0.203 -- 19.4 2362 -- --
218.68 0.693 10.7 -3.22 2.52 -- 2.46 -- -0.439 14.1 -- -- -- --
241.37 0.728 10.7 -3.15 2.53 -- -- -- -0.425 14.2 -- -- -- --
564.24 1.11 10.7 -2.79 -- 1.25 -- -- -0.0992 -- 21.8 1013 -- --
262.6 0.755 10.5 -- 2.5 2.46 -- -- 0.513 14.2 18.41 47520 -- --
622.55 1.17 10.7 -3.25 -- -- -- -- -0.485 -- -- -- -- --
502.48 1.05 10.6 -- 2.59 -- -- -- -0.074 14.2 -- -- -- --
633.71 1.17 10.5 -- -- 2.59 -- -- 0.498 -- 18.42 47520 -- --
901.77 1.4 10.7 -- -- -- -- -- -0.124 -- -- -- -- --

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
1 183.22 temperature 30 10 < th dose dependent rect. 7 10
8 184.19 temperature 25 90 < th dose independent rect. 6 10
15 185.42 temperature 25 10 < th dose independent rect. 7 9
44 186.98 temperature 30 720 < th dose dependent rect. 5 3
64 187.91 temperature 10 720 > th dose dependent rect. 24 11
74 188.16 temperature 20 720 > th dose independent rect. 23 13
84 188.40 temperature 20 720 > th dose independent rect. 2 10
94 188.79 temperature 10 720 > th dose dependent rect. 24 6
126 189.47 temperature 25 720 < th dose dependent rect. 22 14
183 190.51 temperature 25 720 < th dose dependent sin 6 NA
211 190.94 temperature 15 90 > th dose dependent rect. 4 17
235 191.34 temperature 20 720 > th dose independent rect. 24 6
244 191.44 temperature 20 720 < th dose independent rect. 3 7
256 191.55 temperature 30 10 < th dose dependent rect. 22 18
286 191.87 temperature 20 720 < th dose independent rect. 22 14
302 192.04 humidity 80 720 > th dose independent rect. 17 3
303 192.04 temperature 25 270 < th dose dependent sin 2 NA
304 192.05 temperature 20 720 > th dose independent sin 6 NA
357 192.49 humidity 70 720 > th dose dependent rect. 18 2
371 192.62 temperature 20 720 < th dose independent sin 6 NA
394 192.78 temperature 30 10 < th dose dependent rect. 22 21
445 193.11 temperature 15 10 > th dose dependent rect. 5 16
488 193.40 temperature 25 90 < th dose independent rect. 9 7
551 193.82 temperature 15 720 > th dose dependent sin 7 NA
592 193.99 temperature 15 10 > th dose dependent rect. 2 20
688 194.60 temperature 20 1440 > th dose independent rect. 5 4
777 195.13 temperature 25 90 < th dose independent rect. 22 18
802 195.25 humidity 70 720 > th dose dependent rect. 14 15
880 195.61 radiation 10 1440 < th dose independent rect. 14 8
895 195.64 radiation 10 1440 < th dose independent rect. 14 5
909 195.69 radiation 10 1440 < th dose independent rect. 16 1
963 195.88 radiation 10 1440 < th dose independent rect. 12 10
970 195.90 radiation 10 1440 < th dose independent rect. 12 7