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Os01g0233900

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

Description : Ubiquitin-conjugating enzyme, E2 domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.42 (0.0261) R2 : 0.752
β1 : 3.15 (0.0966) R2dD : 0.609 R2D : 0.583
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.3 (0.101) R2dE : 0.0918 R2E : 0.135
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.597 (0.0558) R2dN8 : 0.0834 R2N8 : -0.0172
σ : 0.489
deviance : 110.19
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C
peak time of C : --
E
wheather : humidity
threshold : 85.66
memory length : 1202
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 = humidity, 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
93.97 0.455 8.44 2.94 0.484 1.27 -0.297 -1.79 0.594 3.7 78.77 1256 -- --
97.76 0.461 8.41 3.09 0.486 1.11 -0.497 -- 0.61 3.3 79.19 1295 -- --
93.96 0.451 8.44 2.94 0.472 1.31 -- -1.95 0.593 4.2 79.09 1207 -- --
98.44 0.462 8.41 3.1 0.487 1.12 -- -- 0.622 3.86 79.48 1232 -- --
105.43 0.478 8.44 2.93 -- 1.45 -- -1.99 0.601 -- 80.32 1200 -- --
126.18 0.527 8.42 3.28 0.644 -- -0.345 -- 0.568 3.07 -- -- -- --
126.57 0.527 8.42 3.29 0.643 -- -- -- 0.57 3.11 -- -- -- --
110.19 0.489 8.42 3.15 -- 1.3 -- -- 0.597 -- 85.66 1202 -- --
342.79 0.862 8.47 -- 0.514 1.66 -- -- 0.401 3.18 75.92 1319 -- --
150.15 0.573 8.42 3.32 -- -- -- -- 0.587 -- -- -- -- --
412.21 0.95 8.5 -- 0.708 -- -- -- 0.204 3.12 -- -- -- --
353.07 0.875 8.47 -- -- 1.86 -- -- 0.354 -- 76.72 1204 -- --
440.8 0.98 8.5 -- -- -- -- -- 0.219 -- -- -- -- --

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 91.12 humidity 80 720 < th dose dependent rect. 17 18
2 91.16 humidity 80 1440 < th dose independent rect. 7 7
3 91.25 humidity 80 720 < th dose dependent rect. 16 20
14 92.30 humidity 80 1440 > th dose independent rect. 6 8
37 93.40 humidity 80 1440 < th dose dependent sin 5 NA
45 93.73 humidity 80 1440 < th dose dependent rect. 7 6
46 93.79 humidity 80 1440 < th dose independent sin 4 NA
112 94.90 humidity 70 720 > th dose independent sin 10 NA
124 95.07 humidity 80 1440 < th dose dependent rect. 7 11
140 95.20 humidity 50 1440 > th dose dependent rect. 7 7
175 95.44 humidity 70 720 < th dose independent rect. 15 20
178 95.47 humidity 80 1440 > th dose independent sin 4 NA
190 95.51 humidity 80 720 < th dose dependent sin 10 NA
239 95.81 humidity 70 720 > th dose independent rect. 15 20
289 95.97 humidity 50 720 > th dose dependent rect. 6 17
302 96.02 humidity 70 1440 > th dose independent rect. 18 18
305 96.03 humidity 60 1440 < th dose dependent rect. 15 20
318 96.11 humidity 50 1440 > th dose dependent rect. 7 11
335 96.17 humidity 70 720 < th dose independent sin 10 NA
364 96.28 radiation 10 1440 > th dose independent rect. 15 21
409 96.42 humidity 60 1440 < th dose dependent rect. 13 22
416 96.46 humidity 60 1440 < th dose dependent sin 16 NA
464 96.57 humidity 60 1440 < th dose dependent rect. 13 5
489 96.63 humidity 80 1440 < th dose dependent no NA NA
502 96.68 radiation 1 720 > th dose independent rect. 17 13
534 96.74 humidity 60 1440 < th dose dependent rect. 15 3
539 96.76 humidity 60 1440 < th dose dependent sin 11 NA
543 96.78 humidity 80 720 > th dose independent rect. 5 14
602 96.91 humidity 70 1440 > th dose independent rect. 9 3
623 96.99 humidity 70 1440 > th dose independent rect. 9 1
678 97.05 humidity 80 1440 > th dose independent rect. 7 1
686 97.08 humidity 80 720 < th dose independent rect. 6 15
699 97.11 humidity 60 1440 < th dose dependent rect. 8 11
714 97.12 humidity 60 1440 < th dose dependent rect. 9 9
740 97.16 humidity 50 1440 > th dose dependent sin 1 NA
751 97.22 humidity 80 720 > th dose independent rect. 6 16
762 97.24 humidity 60 10 > th dose dependent rect. 6 22
769 97.27 humidity 60 1440 < th dose dependent no NA NA