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Os10g0579800

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

Description : TGF-beta receptor, type I/II extracellular region family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.6 (0.0406) R2 : 0.859
β1 : -2.99 (0.154) R2dD : 0.137 R2D : 0.104
β2 : 4 (0.113) R2dC : 0.56 R2C : 0.722
β3 : -2.39 (0.262) R2dE : 0.0421 R2E : 0.158
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.28 (0.0902) R2dN8 : 0.00545 R2N8 : -0.0102
σ : 0.743
deviance : 254.57
__
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C
peak time of C : 11.8
E
wheather : radiation
threshold : 1
memory length : 1558
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
237.65 0.724 7.55 -2.71 4.41 -3.22 1.58 -4.67 -0.264 11.9 0.4988 1462 -- --
244.44 0.728 7.62 -2.74 4.19 -2.2 1.74 -- -0.321 11.9 1.256 1529 -- --
239.54 0.721 7.56 -2.69 3.87 -3.63 -- -5.3 -0.284 11.8 0.2273 1537 -- --
254.57 0.743 7.6 -2.99 4 -2.39 -- -- -0.28 11.8 1 1558 -- --
423.18 0.958 7.69 -2.44 -- -3.6 -- -2.53 -0.26 -- 6.821 4 -- --
291.82 0.801 7.56 -2.61 4.57 -- 1.59 -- -0.0673 11.9 -- -- -- --
302.75 0.815 7.56 -2.55 4.56 -- -- -- -0.0596 11.9 -- -- -- --
393.1 0.923 7.71 -2.16 -- -3.41 -- -- -0.347 -- 2.737 87 -- --
459.05 1 7.52 -- 3.55 -0.93 -- -- 0.208 12 9.95 1602 -- --
1612.31 1.88 7.66 -2.68 -- -- -- -- -0.121 -- -- -- -- --
473.62 1.02 7.5 -- 4.59 -- -- -- 0.224 11.9 -- -- -- --
569.42 1.11 7.64 -- -- -3.51 -- -- -0.0287 -- 3.61 81 -- --
1802.43 1.98 7.59 -- -- -- -- -- 0.177 -- -- -- -- --

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
1 233.18 temperature 30 270 < th dose dependent rect. 24 14
4 234.17 temperature 30 720 < th dose dependent rect. 1 5
12 236.22 radiation 1 720 < th dose dependent sin 11 NA
19 237.60 radiation 1 1440 < th dose dependent sin 16 NA
21 237.80 radiation 1 1440 < th dose dependent rect. 13 10
35 238.04 radiation 1 1440 < th dose dependent rect. 11 12
93 238.51 temperature 10 720 > th dose dependent rect. 4 5
178 240.59 temperature 10 270 > th dose dependent rect. 4 12
184 240.78 temperature 20 10 > th dose dependent rect. 5 13
207 241.31 temperature 30 10 < th dose dependent sin 3 NA
222 241.62 radiation 1 720 < th dose dependent rect. 24 15
241 242.04 temperature 15 90 > th dose dependent rect. 6 12
246 242.36 temperature 30 270 < th dose dependent sin 5 NA
267 242.60 temperature 30 10 < th dose dependent rect. 1 13
272 242.73 radiation 1 720 < th dose dependent rect. 17 19
325 243.01 radiation 1 1440 < th dose dependent no NA NA
332 243.03 radiation 1 1440 < th dose dependent rect. 21 23
342 243.12 radiation 1 720 < th dose dependent rect. 24 7
375 243.59 radiation 1 720 < th dose dependent rect. 24 10
404 244.04 temperature 25 90 > th dose independent rect. 5 13
468 245.16 temperature 15 720 > th dose dependent rect. 6 1
473 245.30 radiation 1 720 < th dose dependent rect. 5 1
489 245.50 radiation 1 1440 < th dose independent sin 15 NA
497 245.58 radiation 30 1440 < th dose dependent rect. 18 5
522 245.91 radiation 1 1440 < th dose independent rect. 13 10
551 246.15 radiation 1 1440 < th dose independent rect. 13 14
559 246.21 temperature 10 720 > th dose dependent rect. 21 11
569 246.27 humidity 90 43200 > th dose independent rect. 20 1
571 246.30 radiation 1 1440 < th dose independent rect. 11 12
581 246.37 humidity 90 43200 < th dose independent rect. 20 1
603 246.52 temperature 20 720 > th dose dependent rect. 22 10
612 246.55 radiation 1 1440 < th dose independent rect. 11 19
667 246.96 radiation 20 14400 < th dose independent rect. 23 7
674 247.03 temperature 25 720 < th dose dependent rect. 5 1
702 247.23 temperature 20 720 > th dose dependent rect. 21 12
712 247.33 radiation 1 1440 > th dose independent sin 15 NA
719 247.39 temperature 20 270 > th dose dependent sin 5 NA
745 247.56 temperature 20 10 > th dose dependent rect. 22 20
760 247.71 temperature 20 90 > th dose dependent sin 3 NA
765 247.78 radiation 1 1440 > th dose independent rect. 14 5
800 247.92 temperature 20 10 > th dose dependent sin 2 NA
816 248.08 atmosphere 1005 43200 > th dose independent rect. 13 1
833 248.20 radiation 1 1440 > th dose independent rect. 11 19
838 248.25 atmosphere 1005 43200 < th dose independent rect. 13 1
856 248.32 radiation 1 1440 > th dose independent rect. 11 8
921 248.52 humidity 90 43200 > th dose independent rect. 5 1
934 248.59 atmosphere 1005 43200 > th dose independent rect. 11 6
939 248.63 radiation 1 720 > th dose independent rect. 18 21