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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.

Os01g0651100

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

Description : Protein prenyltransferase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.02 (0.0384) R2 : 0.582
β1 : 0.982 (0.14) R2dD : 0.0466 R2D : 0.0341
β2 : 1.96 (0.0988) R2dC : 0.375 R2C : 0.436
β3 : 1.55 (0.157) R2dE : 0.0942 R2E : 0.165
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.238 (0.0823) R2dN8 : 0.0104 R2N8 : 0.00342
σ : 0.716
deviance : 236.3
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_____
C
peak time of C : 20.1
E
wheather : radiation
threshold : 34.67
memory length : 363
response mode : > th
dose dependency : dose dependent
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 = radiation, 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
223.45 0.702 4.02 1.08 1.98 1.64 1.74 2.3 0.248 20.2 35 340 -- --
228.11 0.703 4.02 0.98 1.97 1.52 1.78 -- 0.251 20.1 32.83 355 -- --
231.93 0.709 4.02 1.03 1.94 1.6 -- 2.06 0.25 20.1 35.67 362 -- --
236.3 0.716 4.02 0.982 1.96 1.55 -- -- 0.238 20.1 34.67 363 -- --
329 0.845 3.98 0.984 -- 2.29 -- 2.71 0.165 -- -2.679 754 -- --
259.6 0.755 4 1.03 2.25 -- 1.9 -- 0.347 19.3 -- -- -- --
269.14 0.768 4 0.994 2.26 -- -- -- 0.352 19.2 -- -- -- --
331.03 0.847 4 0.85 -- 2.4 -- -- 0.0824 -- -0.6147 744 -- --
256.58 0.746 4.04 -- 1.8 1.67 -- -- 0.0936 20.8 10.71 400 -- --
538.18 1.08 3.95 0.952 -- -- -- -- 0.312 -- -- -- -- --
295.17 0.804 4.02 -- 2.25 -- -- -- 0.241 19.2 -- -- -- --
349.05 0.87 4.02 -- -- 2.42 -- -- -0.0151 -- -10.3 744 -- --
562.09 1.11 3.97 -- -- -- -- -- 0.207 -- -- -- -- --

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
1 216.33 temperature 25 270 > th dose dependent rect. 11 4
8 220.87 radiation 40 270 < th dose independent rect. 5 22
9 220.92 radiation 40 270 < th dose independent rect. 8 14
14 221.59 temperature 30 270 > th dose independent rect. 10 5
19 221.94 radiation 10 270 > th dose dependent rect. 11 21
20 222.07 radiation 10 270 > th dose dependent rect. 11 6
77 223.03 temperature 30 270 > th dose independent rect. 11 3
82 223.25 radiation 40 270 < th dose independent rect. 16 23
83 223.29 radiation 20 270 > th dose dependent sin 18 NA
137 223.93 radiation 40 270 > th dose independent sin 18 NA
138 223.95 temperature 20 10 > th dose dependent rect. 13 8
156 224.05 radiation 40 270 < th dose independent sin 20 NA
157 224.05 radiation 40 270 > th dose independent rect. 11 5
175 224.10 temperature 25 30 > th dose dependent rect. 13 6
221 224.38 radiation 20 270 < th dose independent rect. 6 21
263 224.68 radiation 20 270 < th dose independent rect. 8 15
318 225.30 radiation 40 270 < th dose independent rect. 6 7
380 225.76 temperature 25 90 > th dose dependent rect. 11 10
381 225.81 radiation 40 270 < th dose dependent rect. 6 21
384 225.85 temperature 30 270 < th dose independent rect. 5 9
391 225.95 radiation 20 270 < th dose independent rect. 7 18
397 226.00 temperature 25 30 > th dose dependent rect. 13 12
398 226.01 temperature 30 270 < th dose independent sin 3 NA
439 226.32 radiation 40 270 < th dose dependent rect. 8 15
465 226.49 temperature 25 10 > th dose dependent rect. 13 16
556 227.27 temperature 25 270 > th dose dependent sin 1 NA
592 227.43 radiation 1 90 > th dose dependent rect. 13 17
598 227.50 radiation 40 270 < th dose dependent sin 19 NA
622 227.68 radiation 40 270 < th dose dependent rect. 6 8
643 227.75 temperature 25 10 > th dose independent rect. 13 6
646 227.76 temperature 30 270 < th dose dependent rect. 7 11
650 227.78 radiation 1 90 > th dose dependent rect. 13 6
716 227.87 temperature 25 90 > th dose dependent sin 21 NA
738 228.00 temperature 30 270 < th dose independent rect. 15 21
758 228.08 temperature 30 270 > th dose independent sin 3 NA
759 228.09 radiation 40 90 < th dose dependent sin 15 NA
820 228.41 radiation 10 270 > th dose independent rect. 13 1
838 228.53 temperature 25 90 > th dose dependent rect. 11 18
891 228.64 temperature 30 270 < th dose independent rect. 6 14
934 228.80 humidity 70 270 < th dose independent rect. 13 1
937 228.81 temperature 30 270 < th dose independent rect. 6 12
981 229.01 radiation 40 270 > th dose independent no NA NA