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Os01g0347100

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

Description : Protein of unknown function DUF1399 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.33 (0.0204) R2 : 0.886
β1 : 1.01 (0.0762) R2dD : 0.0479 R2D : 0.00477
β2 : 3.01 (0.0518) R2dC : 0.956 R2C : 0.744
β3 : 2.29 (0.123) R2dE : 0.109 R2E : -0.173
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.581 (0.0449) R2dN8 : 0.0604 R2N8 : 0.00534
σ : 0.378
deviance : 66.01
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C
peak time of C : 1.57
E
wheather : temperature
threshold : 29.16
memory length : 110
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 19.1
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 = sin)

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
65.6 0.381 9.33 1.01 3.01 2.33 -0.347 -0.0287 0.585 1.55 29.18 101 19.1 --
65.57 0.377 9.33 1 3.01 2.33 -0.324 -- 0.581 1.55 29.18 108 19.1 --
65.9 0.378 9.34 0.983 3 2.33 -- 0.338 0.576 1.57 29.05 108 19.1 --
66.01 0.378 9.33 1.01 3.01 2.29 -- -- 0.581 1.57 29.16 110 19.1 --
114.8 0.499 9.26 0.745 -- 3.17 -- 0.742 0.536 -- 52.94 41 4.13 --
104.02 0.478 9.37 0.678 2.75 -- 0.318 -- 0.349 2.23 -- -- -- --
104.39 0.478 9.37 0.669 2.75 -- -- -- 0.347 2.23 -- -- -- --
104.68 0.477 9.35 0.689 -- 2.81 -- -- 0.384 -- 166.7 252 5.89 --
90.8 0.444 9.37 -- 2.97 1.83 -- -- 0.437 1.59 29.5 130 19.7 --
555.17 1.1 9.35 0.785 -- -- -- -- 0.413 -- -- -- -- --
116.19 0.504 9.39 -- 2.76 -- -- -- 0.272 2.23 -- -- -- --
116.85 0.503 9.36 -- -- 2.79 -- -- 0.304 -- 316 269 6.04 --
571.41 1.12 9.37 -- -- -- -- -- 0.326 -- -- -- -- --

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 57.28 temperature 10 270 > th dose dependent rect. 5 10
7 59.85 temperature 30 270 < th dose dependent rect. 1 17
15 61.71 temperature 30 90 < th dose dependent rect. 3 18
46 64.81 temperature 25 270 > th dose independent rect. 5 9
70 66.13 temperature 25 270 < th dose independent rect. 1 17
71 66.15 temperature 30 90 < th dose dependent sin 1 NA
78 66.79 temperature 20 10 > th dose dependent rect. 6 11
91 67.05 temperature 30 10 < th dose dependent sin 0 NA
110 67.54 temperature 25 90 < th dose independent rect. 3 16
119 67.87 temperature 20 90 > th dose dependent sin 2 NA
136 68.27 temperature 25 90 > th dose independent sin 2 NA
145 68.56 temperature 20 10 > th dose dependent sin 1 NA
238 70.01 temperature 25 90 < th dose independent sin 1 NA
319 71.58 temperature 30 90 < th dose dependent rect. 3 10
325 71.67 temperature 10 270 > th dose dependent rect. 5 19
380 72.37 temperature 30 90 < th dose dependent rect. 7 14
384 72.39 temperature 30 10 < th dose dependent rect. 7 14
406 72.55 temperature 30 90 < th dose dependent rect. 9 12
422 72.73 temperature 30 10 < th dose dependent rect. 9 12
461 73.08 temperature 15 720 > th dose dependent rect. 4 4
493 73.44 temperature 25 90 > th dose independent rect. 23 18
497 73.45 temperature 15 720 > th dose dependent rect. 5 2
559 74.13 temperature 20 90 > th dose dependent rect. 23 16
584 74.36 temperature 10 270 > th dose dependent rect. 19 20
604 74.60 temperature 25 720 < th dose dependent rect. 5 7
605 74.60 temperature 15 270 > th dose dependent rect. 20 18
653 74.97 temperature 20 720 > th dose independent rect. 5 2
695 75.23 temperature 20 720 > th dose independent rect. 4 5
722 75.40 temperature 20 10 > th dose dependent rect. 23 18
723 75.40 temperature 20 10 > th dose dependent rect. 21 20
728 75.47 temperature 15 10 > th dose dependent rect. 6 20
796 75.88 temperature 25 10 > th dose dependent rect. 21 18
997 76.96 temperature 15 10 > th dose dependent rect. 8 18