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Os12g0581300

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

Description : Protein of unknown function DUF620 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.13 (0.0218) R2 : 0.742
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.5 (0.0534) R2dC : 0.48 R2C : 0.255
β3 : -2.5 (0.0919) R2dE : 0.485 R2E : 0.262
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.00358 (0.0474) R2dN8 : 1.07e-05 R2N8 : -0.00148
σ : 0.403
deviance : 74.76
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C
peak time of C : 22.4
E
wheather : temperature
threshold : 30.06
memory length : 91
response mode : < th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

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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
63.55 0.375 9.17 -0.664 1.53 -2.72 0.737 1.41 -0.126 22.6 30.49 90 -- --
65.51 0.377 9.15 -0.428 1.54 -2.71 1.02 -- -0.0883 22.6 29.87 91 -- --
65.54 0.377 9.17 -0.73 1.52 -2.68 -- 1.82 -0.133 22.6 30.65 84 -- --
69.67 0.389 9.15 -0.464 1.52 -2.69 -- -- -0.0822 22.6 29.94 100 -- --
97.62 0.46 9.16 -0.924 -- -3.35 -- 1.51 -0.165 -- 32.46 645 -- --
162.36 0.597 9.03 0.224 1.41 -- 0.901 -- 0.44 20.4 -- -- -- --
164.87 0.601 9.03 0.197 1.41 -- -- -- 0.441 20.3 -- -- -- --
98.07 0.461 9.12 -0.659 -- -3.32 -- -- -0.131 -- 31.41 648 -- --
74.76 0.403 9.13 -- 1.5 -2.5 -- -- 0.00358 22.4 30.06 91 -- --
275.12 0.775 9 0.188 -- -- -- -- 0.426 -- -- -- -- --
165.9 0.603 9.04 -- 1.41 -- -- -- 0.419 20.3 -- -- -- --
108.02 0.484 9.1 -- -- -3.09 -- -- -0.0225 -- 31.89 626 -- --
276.06 0.776 9 -- -- -- -- -- 0.405 -- -- -- -- --

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 60.63 temperature 30 270 < th dose dependent rect. 22 23
3 61.87 temperature 30 30 < th dose dependent rect. 9 23
8 63.67 temperature 30 90 < th dose dependent no NA NA
9 63.74 temperature 30 30 < th dose dependent rect. 15 23
10 63.75 temperature 30 30 < th dose dependent rect. 17 23
13 63.98 temperature 30 30 < th dose dependent rect. 11 23
15 64.13 temperature 30 30 < th dose dependent rect. 13 23
23 65.03 temperature 10 30 > th dose dependent no NA NA
34 66.77 temperature 15 270 > th dose dependent rect. 16 23
35 66.85 temperature 15 720 > th dose dependent rect. 19 21
40 67.08 temperature 30 10 < th dose dependent rect. 1 23
43 67.26 temperature 15 270 > th dose dependent rect. 3 23
44 67.28 temperature 30 720 < th dose dependent rect. 15 21
45 67.37 temperature 30 30 < th dose dependent rect. 19 23
99 68.46 temperature 15 270 > th dose dependent rect. 1 23
129 68.85 temperature 10 1440 > th dose dependent rect. 16 20
175 69.28 temperature 30 90 < th dose dependent rect. 5 23
181 69.32 temperature 30 1440 < th dose dependent rect. 10 23
184 69.34 temperature 30 1440 < th dose dependent rect. 21 23
185 69.35 temperature 30 1440 < th dose dependent no NA NA
215 69.44 temperature 30 1440 < th dose dependent rect. 6 23
235 69.50 temperature 30 1440 < th dose dependent rect. 3 23
266 69.65 temperature 30 1440 < th dose dependent sin 14 NA
368 70.03 temperature 10 1440 > th dose dependent sin 12 NA
372 70.05 temperature 10 1440 > th dose dependent sin 7 NA
426 70.18 temperature 30 1440 < th dose dependent sin 7 NA
504 70.38 temperature 10 1440 > th dose dependent no NA NA
507 70.38 temperature 10 1440 > th dose dependent rect. 11 23
513 70.40 temperature 10 1440 > th dose dependent rect. 1 11
551 70.46 temperature 10 1440 > th dose dependent rect. 24 23
592 70.53 temperature 30 1440 < th dose dependent rect. 1 11
645 70.63 temperature 30 30 < th dose dependent rect. 3 23
940 71.21 temperature 30 10 < th dose dependent rect. 7 23
972 71.28 temperature 30 1440 < th dose dependent rect. 3 6