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Os03g0745500

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.2 (0.0259) R2 : 0.619
β1 : -1.97 (0.0949) R2dD : 0.373 R2D : 0.355
β2 : 1.16 (0.0653) R2dC : 0.264 R2C : 0.249
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0227 (0.0553) R2dN8 : 0.000189 R2N8 : -0.0031
σ : 0.487
deviance : 108.24
__
_____
C
peak time of C : 3.6
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
79.17 0.418 9.32 -3.01 1.26 1.03 0.958 -4.23 -0.387 4.43 16.11 671 -- --
93.05 0.449 9.23 -2.24 1.27 1.1 1.49 -- -0.194 4.72 14.71 683 -- --
80.8 0.419 9.32 -3.05 1.31 1.01 -- -4.54 -0.402 4.23 16.45 583 -- --
96.84 0.458 9.23 -2.22 1.08 0.847 -- -- -0.171 3.83 9.001 1178 -- --
151.65 0.574 9.32 -2.89 -- 1.23 -- -2.95 -0.363 -- -0.9023 1108 -- --
106.88 0.485 9.19 -1.95 1.16 -- 0.75 -- -0.0187 3.83 -- -- -- --
108.24 0.487 9.2 -1.97 1.16 -- -- -- -0.0227 3.6 -- -- -- --
158.66 0.587 9.25 -2.28 -- 1.2 -- -- -0.204 -- -63.96 1158 -- --
148.2 0.567 9.06 -- 1.17 -1.27 -- -- 0.575 3.54 -9.509 47520 -- --
182.96 0.632 9.2 -1.92 -- -- -- -- 0.00808 -- -- -- -- --
210.1 0.678 9.15 -- 1.12 -- -- -- 0.196 3.61 -- -- -- --
224.45 0.698 9.07 -- -- -1.2 -- -- 0.579 -- 2.822 47520 -- --
279.93 0.781 9.15 -- -- -- -- -- 0.221 -- -- -- -- --

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 73.83 temperature 30 720 < th dose dependent rect. 18 16
3 73.90 temperature 30 720 < th dose dependent sin 11 NA
11 74.09 temperature 30 720 < th dose dependent rect. 20 19
100 75.63 temperature 10 270 > th dose dependent rect. 14 17
164 76.64 temperature 10 720 > th dose dependent rect. 10 21
252 77.80 temperature 10 720 > th dose dependent rect. 3 22
260 77.87 temperature 10 720 > th dose dependent sin 14 NA
473 79.33 temperature 15 720 > th dose dependent rect. 23 23
476 79.35 temperature 20 720 < th dose independent sin 6 NA
496 79.45 temperature 20 720 < th dose independent rect. 22 14
503 79.52 temperature 15 720 > th dose dependent no NA NA
540 79.74 temperature 15 720 > th dose dependent rect. 21 23
548 79.77 radiation 10 4320 < th dose independent rect. 20 9
561 79.86 temperature 25 720 < th dose dependent rect. 5 2
583 79.93 temperature 30 720 < th dose dependent rect. 11 23
585 79.94 temperature 20 720 < th dose independent rect. 1 10
601 80.02 temperature 15 720 > th dose dependent rect. 19 23
614 80.08 temperature 30 720 < th dose dependent no NA NA
641 80.24 temperature 25 720 < th dose dependent rect. 1 2
656 80.30 temperature 10 720 > th dose dependent rect. 19 9
670 80.39 temperature 15 720 > th dose dependent rect. 17 23
692 80.53 temperature 30 270 < th dose dependent rect. 6 9
725 80.69 radiation 20 4320 < th dose dependent rect. 20 9
784 80.93 temperature 10 720 > th dose dependent sin 0 NA
803 81.05 wind 1 270 > th dose independent rect. 7 7
882 81.38 radiation 40 14400 < th dose dependent rect. 20 9
902 81.44 temperature 10 270 > th dose dependent rect. 23 9
912 81.47 temperature 25 720 < th dose dependent rect. 7 1
916 81.49 atmosphere 1015 270 < th dose independent rect. 14 17
948 81.59 temperature 10 270 > th dose independent rect. 7 7
949 81.59 atmosphere 995 270 > th dose independent rect. 7 7
950 81.59 atmosphere 1015 270 < th dose independent rect. 7 7
951 81.59 temperature 10 270 > th dose independent rect. 14 17
995 81.72 radiation 40 270 < th dose independent rect. 14 17