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Os08g0542300

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

Description : Similar to 60S ribosomal protein L7-2.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.95 (0.0245) R2 : 0.781
β1 : -1.59 (0.091) R2dD : 0.155 R2D : 0.188
β2 : 1.47 (0.0705) R2dC : 0.302 R2C : 0.48
β3 : -1.33 (0.113) R2dE : 0.0988 R2E : 0.309
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.204 (0.0529) R2dN8 : 0.00978 R2N8 : 0.0167
σ : 0.456
deviance : 96.04
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C
peak time of C : 1.45
E
wheather : temperature
threshold : 25
memory length : 18
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 = 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
86.67 0.437 8.92 -1.35 1.48 -1.38 1.67 1.59 0.255 1.42 25.07 19 -- --
87.75 0.44 8.94 -1.55 1.49 -1.23 1.48 -- 0.212 1.47 24.85 24 -- --
96.17 0.46 8.96 -1.67 1.48 -1.25 -- -0.754 0.175 1.53 25.03 18 -- --
96.04 0.456 8.95 -1.59 1.47 -1.33 -- -- 0.204 1.45 25 18 -- --
182.14 0.629 8.87 -1.19 -- -2.73 -- 1.08 0.439 -- 24.41 10 -- --
110.62 0.493 8.97 -1.72 1.95 -- 1.78 -- 0.106 1.81 -- -- -- --
122.9 0.519 8.97 -1.78 1.95 -- -- -- 0.0949 1.87 -- -- -- --
182.77 0.63 8.89 -1.3 -- -2.64 -- -- 0.418 -- 24.38 10 -- --
158.69 0.587 8.89 -- 1.29 -1.71 -- -- 0.484 1.2 23.69 32 -- --
353.21 0.878 8.95 -1.7 -- -- -- -- 0.14 -- -- -- -- --
206.48 0.672 8.93 -- 1.92 -- -- -- 0.293 1.84 -- -- -- --
227.2 0.702 8.84 -- -- -2.82 -- -- 0.612 -- 23.9 11 -- --
429.48 0.967 8.91 -- -- -- -- -- 0.328 -- -- -- -- --

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 83.45 temperature 20.0 720 > th dose dependent rect. 5 4
2 83.60 temperature 20.0 10 > th dose dependent rect. 5 15
6 84.14 temperature 10.0 720 > th dose dependent rect. 4 5
7 84.20 temperature 10.0 270 > th dose dependent rect. 4 13
14 85.11 wind 3.0 43200 > th dose dependent rect. 6 1
18 85.33 humidity 70.0 14400 < th dose dependent rect. 16 2
21 85.38 temperature 10.0 720 > th dose dependent rect. 4 11
25 85.64 humidity 60.0 14400 < th dose independent rect. 16 2
27 85.71 temperature 25.0 14400 < th dose independent rect. 10 1
28 85.71 humidity 60.0 14400 > th dose independent rect. 12 7
31 85.75 humidity 60.0 14400 < th dose independent rect. 12 7
33 85.78 temperature 25.0 14400 > th dose independent rect. 10 1
34 85.78 humidity 50.0 14400 > th dose dependent rect. 17 1
35 85.78 humidity 90.0 14400 < th dose dependent rect. 17 1
36 85.79 humidity 60.0 14400 > th dose independent rect. 12 20
37 85.81 wind 1.0 14400 < th dose independent rect. 5 1
38 85.81 humidity 60.0 14400 > th dose independent rect. 12 9
42 85.81 humidity 60.0 14400 > th dose independent rect. 12 17
50 85.84 humidity 60.0 4320 > th dose independent rect. 12 2
51 85.85 humidity 60.0 14400 < th dose independent rect. 12 20
52 85.86 humidity 60.0 14400 > th dose independent sin 15 NA
53 85.87 humidity 60.0 14400 < th dose independent rect. 12 10
72 85.94 humidity 70.0 1440 > th dose independent rect. 16 21
100 86.04 humidity 60.0 14400 < th dose independent sin 15 NA
141 86.22 humidity 60.0 1440 > th dose dependent rect. 11 2
149 86.29 humidity 60.0 14400 > th dose independent rect. 16 2
152 86.32 temperature 20.0 14400 < th dose independent rect. 19 4
158 86.34 precipitation 0.1 4320 < th dose independent rect. 4 14
159 86.34 precipitation 0.1 4320 < th dose dependent rect. 4 14
176 86.42 precipitation 0.1 4320 > th dose independent rect. 4 14
187 86.44 humidity 70.0 14400 < th dose dependent rect. 15 17
188 86.44 temperature 25.0 10 > th dose dependent rect. 23 21
197 86.48 temperature 20.0 14400 > th dose independent rect. 19 4
217 86.50 temperature 25.0 10 > th dose dependent rect. 23 23
222 86.53 temperature 25.0 14400 < th dose dependent rect. 17 1
240 86.56 temperature 25.0 10 > th dose dependent rect. 1 19
247 86.58 temperature 25.0 14400 < th dose dependent rect. 14 4
250 86.58 temperature 25.0 10 > th dose dependent rect. 5 21
252 86.59 temperature 20.0 14400 > th dose independent rect. 18 7
271 86.60 temperature 25.0 10 > th dose dependent rect. 5 19
291 86.63 humidity 70.0 1440 < th dose independent rect. 16 1
314 86.67 humidity 60.0 4320 < th dose independent rect. 13 1
320 86.67 temperature 25.0 30 > th dose dependent rect. 21 23
322 86.68 humidity 70.0 14400 < th dose dependent sin 13 NA
344 86.72 temperature 20.0 14400 > th dose independent rect. 21 1
347 86.72 humidity 60.0 14400 < th dose independent rect. 15 17
394 86.77 temperature 30.0 720 < th dose independent rect. 24 12
407 86.78 precipitation 0.1 43200 > th dose independent rect. 19 2
408 86.78 humidity 60.0 14400 < th dose independent rect. 15 7
415 86.78 precipitation 0.1 14400 > th dose independent rect. 6 12
434 86.80 temperature 25.0 10 > th dose dependent no NA NA
457 86.83 precipitation 0.1 4320 < th dose independent sin 1 NA
458 86.83 precipitation 0.1 4320 < th dose dependent sin 1 NA
465 86.84 precipitation 0.1 43200 < th dose independent rect. 19 2
466 86.84 precipitation 0.1 14400 < th dose independent rect. 8 10
468 86.84 temperature 25.0 14400 < th dose dependent rect. 14 1
469 86.84 precipitation 0.1 43200 < th dose dependent rect. 19 2
471 86.84 precipitation 0.1 14400 < th dose dependent rect. 8 10
479 86.86 precipitation 0.1 4320 > th dose independent sin 1 NA
495 86.89 precipitation 0.1 14400 > th dose independent rect. 8 10
501 86.90 temperature 25.0 720 > th dose independent rect. 5 4
505 86.90 humidity 70.0 14400 < th dose independent rect. 17 15
535 86.95 humidity 60.0 14400 > th dose independent rect. 3 16
536 86.95 humidity 70.0 1440 < th dose independent rect. 16 21
537 86.95 humidity 60.0 14400 > th dose independent rect. 20 23
540 86.96 humidity 60.0 14400 > th dose independent rect. 7 12
569 87.01 humidity 80.0 14400 > th dose dependent rect. 17 2
572 87.02 humidity 60.0 14400 > th dose independent rect. 6 17
590 87.03 humidity 60.0 14400 > th dose independent no NA NA
641 87.04 humidity 70.0 1440 > th dose independent rect. 8 13
650 87.04 humidity 70.0 1440 > th dose independent rect. 8 21
670 87.05 humidity 60.0 14400 > th dose independent rect. 17 23
706 87.09 humidity 70.0 1440 > th dose independent rect. 12 23
717 87.11 humidity 70.0 1440 > th dose independent rect. 3 18
755 87.13 humidity 70.0 1440 > th dose independent no NA NA
778 87.13 humidity 70.0 1440 > th dose independent rect. 6 23
780 87.13 humidity 70.0 1440 > th dose independent rect. 22 23
787 87.14 humidity 70.0 1440 > th dose independent rect. 6 14
792 87.14 temperature 30.0 720 < th dose independent rect. 17 19
868 87.18 precipitation 0.1 43200 > th dose dependent rect. 19 2
909 87.27 humidity 90.0 14400 < th dose independent rect. 17 1
910 87.27 wind 5.0 14400 < th dose independent rect. 5 4
979 87.37 temperature 10.0 14400 > th dose dependent rect. 17 1