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Os11g0118300

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

Description : NPH3 domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.1 (0.0344) R2 : 0.809
β1 : 1.47 (0.127) R2dD : 0.0607 R2D : -0.0825
β2 : 3.26 (0.0876) R2dC : 0.598 R2C : 0.443
β3 : 3.58 (0.15) R2dE : 0.266 R2E : -0.0521
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.38 (0.0753) R2dN8 : 0.203 R2N8 : 0.0288
σ : 0.637
deviance : 186.79
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C
peak time of C : 7.99
E
wheather : temperature
threshold : 28.96
memory length : 264
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 11
open length of G : 18

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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 = rect.)

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
184.45 0.638 12.1 1.52 3.3 3.7 -0.992 -0.12 1.38 8.12 29.55 268 11 18
184.37 0.632 12.1 1.51 3.29 3.69 -0.924 -- 1.38 8.08 29.25 264 11 18
186.36 0.636 12.1 1.42 3.25 3.62 -- 0.509 1.37 8 28.92 266 11 18
186.79 0.637 12.1 1.47 3.26 3.58 -- -- 1.38 7.99 28.96 264 11 18
308.81 0.818 12 2.26 -- 6.87 -- -1.38 1.57 -- 39.21 872 15 14.3
302.22 0.815 12.2 0.881 3.38 -- 0.105 -- 0.87 6.35 -- -- -- --
302.25 0.814 12.2 0.882 3.38 -- -- -- 0.869 6.35 -- -- -- --
253.5 0.742 12.2 1.61 -- 5.32 -- -- 1.27 -- 48.78 810 15.5 15.1
238.9 0.72 12.1 -- 3.29 3.07 -- -- 1.13 7.77 28.93 265 11.7 17.3
896.23 1.4 12.3 0.971 -- -- -- -- 0.942 -- -- -- -- --
322.77 0.84 12.2 -- 3.39 -- -- -- 0.771 6.34 -- -- -- --
288.12 0.791 12.3 -- -- 4.67 -- -- 0.992 -- 70.61 864 15.2 15.2
921.12 1.42 12.3 -- -- -- -- -- 0.834 -- -- -- -- --

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
1 184.80 temperature 30 270 < th dose dependent rect. 11 18
14 198.54 temperature 30 10 < th dose dependent rect. 12 19
39 205.28 temperature 30 720 < th dose dependent rect. 10 12
65 208.62 temperature 20 720 > th dose dependent rect. 11 12
69 208.84 temperature 25 720 > th dose independent rect. 12 9
79 209.57 temperature 25 720 > th dose independent sin 20 NA
82 209.68 temperature 25 720 < th dose independent rect. 11 11
106 211.19 temperature 30 720 < th dose dependent sin 20 NA
110 211.41 temperature 25 720 > th dose independent rect. 8 15
125 211.94 temperature 25 720 < th dose independent rect. 13 8
135 212.27 temperature 20 720 > th dose dependent sin 19 NA
162 212.91 temperature 25 720 < th dose independent sin 20 NA
189 213.74 temperature 30 10 < th dose dependent rect. 10 22
303 216.57 temperature 20 90 > th dose dependent sin 11 NA
404 218.58 temperature 30 270 < th dose dependent sin 14 NA
411 218.66 temperature 30 90 < th dose dependent sin 11 NA
459 219.50 temperature 25 270 < th dose independent rect. 11 17
506 220.05 temperature 20 270 > th dose dependent rect. 16 9
532 220.44 temperature 30 10 < th dose dependent rect. 23 23
570 220.91 temperature 30 10 < th dose dependent rect. 21 23
588 221.23 temperature 20 270 > th dose dependent rect. 17 16
706 223.12 humidity 50 14400 > th dose independent rect. 17 16
729 223.42 temperature 25 10 < th dose dependent rect. 8 23
734 223.49 temperature 30 720 < th dose dependent rect. 17 2
748 223.66 temperature 30 10 < th dose dependent rect. 19 23
775 224.06 humidity 50 14400 < th dose independent rect. 17 17
777 224.10 temperature 25 10 < th dose dependent no NA NA
781 224.13 humidity 60 14400 > th dose independent rect. 18 1
790 224.17 temperature 25 10 < th dose dependent rect. 1 23
800 224.30 humidity 50 14400 > th dose independent rect. 16 18
803 224.36 temperature 25 10 < th dose dependent rect. 5 23
805 224.38 temperature 25 10 < th dose dependent rect. 15 23
809 224.39 humidity 50 14400 < th dose dependent rect. 16 18
813 224.45 humidity 60 14400 < th dose independent rect. 18 1
833 224.53 temperature 25 10 < th dose dependent rect. 17 23
855 224.71 temperature 25 10 < th dose dependent rect. 3 23
971 225.88 humidity 50 14400 < th dose dependent rect. 16 2