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Os01g0750500

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

Description : Protein of unknown function DUF814 domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.77 (0.0525) R2 : 0.541
β1 : -2.27 (0.262) R2dD : 0.185 R2D : -0.0533
β2 : 1.68 (0.118) R2dC : 0.231 R2C : 0.0786
β3 : 2.87 (0.188) R2dE : 0.315 R2E : 0.131
β4 : -3.8 (0.431) R2dD*C : 0.0816 R2D*C : 0.0705
β5 : -4.3 (0.925) R2dD*E : 0.0509 R2D*E : -0.0389
γ1 : 0.123 (0.119) R2dN8 : 0.00206 R2N8 : 0.0202
σ : 0.88
deviance : 351.18
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C
peak time of C : 23.2
E
wheather : temperature
threshold : 17.52
memory length : 775
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 4.04
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
351.18 0.88 6.77 -2.27 1.68 2.87 -3.8 -4.3 0.123 23.2 17.52 775 4.04 --
366.58 0.892 6.68 -1.47 1.72 2.79 -3.39 -- 0.333 23.4 17.2 798 4.02 --
410.6 0.944 6.74 -1.94 1.62 2.86 -- -3.56 0.174 23.1 17.73 786 4.32 --
414.48 0.948 6.67 -1.3 2.07 2.97 -- -- 0.349 23.9 16.82 777 2.97 --
443.19 0.98 6.71 -2.55 -- 2.84 -- -8.38 0.219 -- 17.09 647 7.4 --
495.07 1.04 6.52 -0.683 1.44 -- -3.58 -- 0.916 1.54 -- -- -- --
544.77 1.09 6.51 -0.568 1.47 -- -- -- 0.933 2.03 -- -- -- --
447.29 0.985 6.63 -1.41 -- 3.16 -- -- 0.37 -- -48.1 1518 4.89 --
453.58 0.992 6.61 -- 1.86 2.44 -- -- 0.583 23.9 17 749 3.11 --
674.44 1.21 6.49 -0.507 -- -- -- -- 0.968 -- -- -- -- --
553.27 1.1 6.49 -- 1.46 -- -- -- 0.997 2.02 -- -- -- --
486.56 1.03 6.56 -- -- 2.79 -- -- 0.653 -- -51.29 1543 4.93 --
681.21 1.22 6.48 -- -- -- -- -- 1.02 -- -- -- -- --

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
1 355.94 temperature 10 720 > th dose dependent rect. 16 19
4 358.38 temperature 10 720 > th dose dependent rect. 23 5
9 360.03 temperature 20 720 > th dose dependent sin 10 NA
13 360.88 temperature 10 720 > th dose dependent rect. 21 14
18 361.91 temperature 20 720 > th dose dependent rect. 19 16
29 362.96 temperature 30 720 < th dose dependent rect. 3 3
44 364.45 temperature 30 720 < th dose dependent rect. 19 14
47 364.69 temperature 30 720 < th dose dependent rect. 21 10
92 367.26 temperature 10 720 > th dose dependent rect. 24 9
98 367.57 temperature 30 720 < th dose dependent sin 9 NA
141 370.22 temperature 20 1440 < th dose independent rect. 5 1
145 370.47 temperature 20 720 > th dose independent rect. 21 14
162 371.34 temperature 20 720 > th dose independent rect. 23 5
171 371.76 temperature 20 720 > th dose independent rect. 16 19
195 372.68 temperature 20 720 > th dose independent sin 10 NA
216 373.54 temperature 20 720 < th dose independent rect. 21 10
244 374.63 temperature 20 1440 > th dose independent rect. 5 1
310 376.77 temperature 15 1440 > th dose dependent rect. 4 1
351 378.04 temperature 20 1440 > th dose dependent rect. 20 3
392 378.88 temperature 20 720 < th dose independent sin 9 NA
396 379.00 temperature 20 1440 > th dose dependent rect. 18 11
573 381.90 temperature 20 1440 > th dose independent rect. 22 2
589 382.10 humidity 90 43200 > th dose dependent rect. 4 3
634 382.47 atmosphere 1015 43200 > th dose dependent rect. 20 1
668 382.76 humidity 90 43200 > th dose dependent rect. 5 1
681 382.93 temperature 20 1440 < th dose independent rect. 22 2
853 384.36 humidity 90 43200 > th dose dependent rect. 2 14
855 384.37 temperature 25 1440 < th dose dependent rect. 21 2
926 384.94 temperature 25 1440 < th dose dependent rect. 21 4
950 385.07 temperature 20 1440 > th dose dependent rect. 6 1
965 385.18 atmosphere 1015 43200 > th dose dependent rect. 14 8