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Os01g0295700

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

Description : Similar to Protein phosphatase-2C.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.8 (0.0191) R2 : 0.517
β1 : 1.2 (0.0716) R2dD : 0.34 R2D : 0.136
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.7 (0.0939) R2dE : 0.386 R2E : 0.161
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.276 (0.0423) R2dN8 : 0.0647 R2N8 : -0.0697
σ : 0.352
deviance : 56.72
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C
peak time of C : --
E
wheather : temperature
threshold : 8.187
memory length : 100
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
52.51 0.34 10.8 1.21 0.33 -1.93 -0.383 -0.417 0.299 17.7 9.708 98 -- --
52.62 0.338 10.8 1.27 0.331 -1.94 -0.459 -- 0.315 17.7 8.202 102 -- --
52.79 0.338 10.8 1.19 0.339 -1.96 -- -0.637 0.294 17.4 9.935 100 -- --
53.11 0.339 10.8 1.28 0.336 -1.98 -- -- 0.319 17.5 8.187 100 -- --
56.51 0.352 10.8 1.13 -- -1.69 -- -0.5 0.257 -- 9.935 100 -- --
91.27 0.448 10.8 0.883 0.337 -- 0.16 -- 0.0432 1.19 -- -- -- --
91.36 0.448 10.8 0.877 0.336 -- -- -- 0.0426 0.995 -- -- -- --
56.72 0.352 10.8 1.2 -- -1.7 -- -- 0.276 -- 8.187 100 -- --
91.71 0.448 10.8 -- 0.118 -1.37 -- -- 0.108 18.5 8.187 100 -- --
98.39 0.463 10.8 0.89 -- -- -- -- 0.0491 -- -- -- -- --
111.65 0.494 10.8 -- 0.351 -- -- -- -0.0551 1.1 -- -- -- --
91.79 0.448 10.8 -- -- -1.08 -- -- 0.101 -- 19.6 18 -- --
119.28 0.51 10.8 -- -- -- -- -- -0.0496 -- -- -- -- --

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 50.31 temperature 15 270 > th dose dependent rect. 16 23
5 51.42 temperature 30 270 < th dose dependent rect. 22 23
11 52.23 temperature 15 90 > th dose dependent rect. 7 23
13 52.58 temperature 10 90 > th dose dependent no NA NA
15 52.81 temperature 30 270 < th dose dependent rect. 24 23
16 52.83 temperature 30 90 < th dose dependent no NA NA
18 52.89 temperature 10 270 > th dose dependent rect. 4 23
23 53.06 temperature 30 90 < th dose dependent rect. 13 23
24 53.13 temperature 30 90 < th dose dependent rect. 15 23
27 53.28 temperature 30 90 < th dose dependent rect. 17 23
50 53.98 temperature 30 30 < th dose dependent rect. 11 23
54 54.05 temperature 30 30 < th dose dependent rect. 9 23
58 54.13 temperature 20 10 > th dose dependent rect. 7 23
63 54.15 temperature 30 270 < th dose dependent rect. 8 23
113 55.31 temperature 30 90 < th dose dependent rect. 5 23
157 56.26 temperature 20 90 > th dose dependent rect. 23 23
211 57.05 temperature 15 720 > th dose dependent rect. 20 19
304 57.94 temperature 15 720 > th dose dependent rect. 23 19
315 58.03 temperature 15 270 > th dose dependent rect. 7 15
364 58.37 temperature 20 10 > th dose dependent rect. 21 23
374 58.45 temperature 15 720 > th dose dependent rect. 1 17
380 58.48 temperature 30 10 < th dose dependent rect. 7 23
417 58.68 temperature 15 720 > th dose dependent sin 3 NA
537 59.15 temperature 10 720 > th dose dependent rect. 10 23
566 59.26 temperature 15 720 > th dose dependent rect. 12 23
739 59.83 temperature 20 10 > th dose dependent rect. 8 16
769 59.92 temperature 30 90 < th dose dependent sin 22 NA
874 60.16 temperature 30 10 < th dose dependent sin 21 NA
880 60.17 radiation 20 4320 > th dose dependent rect. 15 16
900 60.23 temperature 10 1440 > th dose dependent rect. 1 11
926 60.28 temperature 10 4320 > th dose dependent rect. 21 1
932 60.29 temperature 30 4320 < th dose dependent rect. 21 1
951 60.36 temperature 30 720 < th dose dependent sin 2 NA
953 60.36 radiation 20 4320 > th dose dependent rect. 15 2
971 60.37 radiation 20 4320 < th dose independent rect. 15 16
995 60.41 temperature 10 10 > th dose dependent sin 21 NA
997 60.41 temperature 10 1440 > th dose dependent rect. 3 8