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Os10g0572000

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

Description : GTP-binding protein, HSR1-related domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.94 (0.0248) R2 : 0.496
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.902 (0.0578) R2dC : 0.27 R2C : 0.235
β3 : -1.13 (0.0943) R2dE : 0.191 R2E : 0.201
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.204 (0.0559) R2dN8 : 0.0228 R2N8 : 0.0625
σ : 0.455
deviance : 95.6
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C
peak time of C : 0.35
E
wheather : temperature
threshold : 11.66
memory length : 9151
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
88.88 0.443 5.89 0.508 0.901 -1.07 -0.954 2.2 -0.141 24 19.11 1853 -- --
91.94 0.447 5.91 0.313 0.915 -1.15 -0.751 -- -0.126 0.281 15.87 9985 -- --
92.68 0.448 5.89 0.498 0.881 -1.06 -- 2.04 -0.152 0.139 18.6 1709 -- --
94.2 0.452 5.92 0.285 0.909 -1.3 -- -- -0.131 0.331 11.28 9257 -- --
108.25 0.487 5.89 0.372 -- -1.67 -- 2.72 -0.132 -- 18.6 1709 -- --
117.21 0.508 6.01 -0.458 0.863 -- -0.936 -- -0.527 0.324 -- -- -- --
120.99 0.515 6.01 -0.422 0.866 -- -- -- -0.523 0.354 -- -- -- --
116.32 0.505 5.94 -0.0819 -- -1.55 -- -- -0.262 -- 18.6 1709 -- --
95.6 0.455 5.94 -- 0.902 -1.13 -- -- -0.204 0.35 11.66 9151 -- --
168.13 0.606 5.99 -0.393 -- -- -- -- -0.509 -- -- -- -- --
125.69 0.524 6 -- 0.86 -- -- -- -0.476 0.328 -- -- -- --
116.49 0.504 5.94 -- -- -1.57 -- -- -0.25 -- 18.6 1709 -- --
172.2 0.613 5.98 -- -- -- -- -- -0.466 -- -- -- -- --

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 88.26 temperature 20 1440 > th dose dependent rect. 21 1
12 89.15 temperature 20 1440 > th dose dependent rect. 18 20
19 89.18 temperature 20 1440 > th dose dependent rect. 4 20
29 89.23 radiation 1 43200 > th dose independent rect. 18 11
53 89.30 radiation 1 43200 > th dose independent rect. 18 1
79 89.35 temperature 30 1440 < th dose dependent rect. 21 1
88 89.38 temperature 20 1440 > th dose dependent no NA NA
94 89.39 temperature 20 1440 > th dose dependent rect. 7 1
102 89.41 temperature 20 1440 > th dose dependent rect. 11 23
123 89.48 temperature 20 1440 > th dose dependent rect. 4 10
145 89.57 temperature 20 1440 > th dose dependent sin 4 NA
206 89.75 temperature 20 1440 > th dose dependent sin 15 NA
207 89.75 temperature 10 1440 > th dose dependent rect. 7 1
218 89.77 humidity 90 43200 > th dose independent rect. 9 1
260 89.87 radiation 1 14400 < th dose independent rect. 5 1
268 89.90 humidity 90 43200 < th dose independent rect. 9 1
290 89.95 radiation 1 14400 > th dose independent rect. 5 1
319 89.99 temperature 30 1440 < th dose dependent rect. 6 2
386 90.09 wind 3 43200 > th dose dependent rect. 6 9
409 90.12 radiation 1 14400 < th dose independent rect. 18 13
453 90.19 wind 5 43200 > th dose dependent rect. 3 13
492 90.23 temperature 30 1440 < th dose dependent rect. 18 16
579 90.34 wind 7 43200 > th dose independent rect. 23 16
604 90.37 wind 7 43200 < th dose independent rect. 23 16
614 90.38 wind 7 43200 > th dose independent rect. 20 19
662 90.43 radiation 1 43200 > th dose independent rect. 12 7
674 90.43 wind 5 43200 > th dose dependent sin 1 NA
687 90.44 wind 7 43200 < th dose independent rect. 20 19
688 90.44 humidity 80 43200 > th dose dependent rect. 10 2
780 90.49 wind 7 43200 > th dose independent sin 4 NA
791 90.50 radiation 1 43200 > th dose independent sin 16 NA
807 90.51 wind 7 43200 < th dose independent sin 4 NA
850 90.54 wind 7 43200 > th dose independent rect. 2 13
858 90.55 wind 7 43200 < th dose independent rect. 2 13
894 90.56 wind 5 43200 > th dose dependent rect. 20 21
943 90.60 wind 9 43200 < th dose dependent rect. 8 6
951 90.61 radiation 1 43200 < th dose independent rect. 12 17
964 90.62 radiation 1 43200 < th dose independent rect. 12 7
969 90.62 wind 5 43200 > th dose independent rect. 5 11