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Os05g0151000

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

Description : Similar to RNA polymerase II largest subunit (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.6 (0.0304) R2 : 0.368
β1 : 0.924 (0.113) R2dD : 0.104 R2D : 0.0562
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.07 (0.0848) R2dE : 0.268 R2E : 0.243
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.152 (0.0691) R2dN8 : 0.0107 R2N8 : 0.0525
σ : 0.556
deviance : 142.55
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C
peak time of C : --
E
wheather : temperature
threshold : 22.1
memory length : 831
response mode : > th
dose dependency : dose independent
G
type of G : no
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 independent, 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
130.54 0.537 10.6 0.797 0.536 -1.23 0.637 -0.863 -0.209 9 21.5 1392 -- --
131.45 0.534 10.5 0.947 0.543 -1.09 0.656 -- -0.148 9.01 22.1 1443 -- --
131.82 0.535 10.6 0.819 0.532 -1.25 -- -0.937 -0.217 9.26 21.5 1399 -- --
132.84 0.537 10.5 0.967 0.541 -1.08 -- -- -0.148 9.28 22.1 1457 -- --
141.36 0.554 10.6 0.752 -- -1.11 -- -0.619 -0.192 -- 21.9 859 -- --
173.44 0.617 10.6 0.544 0.552 -- 0.547 -- -0.5 9.35 -- -- -- --
174.44 0.619 10.6 0.566 0.547 -- -- -- -0.498 9.61 -- -- -- --
142.55 0.556 10.6 0.924 -- -1.07 -- -- -0.152 -- 22.1 831 -- --
153.98 0.578 10.6 -- 0.482 -0.799 -- -- -0.311 9.08 22.4 1147 -- --
192.16 0.648 10.6 0.561 -- -- -- -- -0.497 -- -- -- -- --
182.88 0.633 10.6 -- 0.546 -- -- -- -0.561 9.54 -- -- -- --
162.6 0.594 10.6 -- -- -0.862 -- -- -0.294 -- 22.37 802 -- --
200.48 0.661 10.7 -- -- -- -- -- -0.559 -- -- -- -- --

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
1 131.52 temperature 30.0 1440 < th dose dependent rect. 1 1
2 131.61 temperature 15.0 1440 > th dose dependent rect. 1 1
5 131.95 wind 9.0 43200 > th dose independent rect. 18 13
10 132.12 temperature 15.0 1440 > th dose dependent rect. 24 4
21 132.24 temperature 25.0 1440 < th dose dependent rect. 17 12
34 132.40 temperature 25.0 1440 < th dose dependent rect. 20 9
47 132.48 temperature 25.0 1440 < th dose dependent rect. 3 1
75 132.66 wind 9.0 43200 > th dose dependent rect. 18 13
76 132.67 wind 9.0 43200 < th dose independent rect. 18 13
89 132.75 temperature 10.0 1440 > th dose dependent rect. 3 1
104 132.81 temperature 25.0 1440 < th dose dependent sin 13 NA
125 132.95 temperature 20.0 1440 < th dose independent rect. 5 1
137 133.06 wind 9.0 43200 < th dose independent rect. 18 11
180 133.32 wind 9.0 43200 < th dose independent rect. 18 7
185 133.36 wind 9.0 43200 > th dose independent rect. 18 6
311 134.31 temperature 20.0 1440 > th dose independent rect. 5 2
344 134.50 temperature 10.0 720 > th dose dependent rect. 12 21
395 134.80 wind 9.0 43200 > th dose dependent rect. 18 6
526 135.37 temperature 25.0 1440 < th dose dependent no NA NA
529 135.37 temperature 10.0 720 > th dose dependent rect. 12 19
531 135.38 temperature 10.0 720 > th dose dependent rect. 19 20
545 135.43 temperature 25.0 1440 < th dose dependent rect. 20 23
568 135.53 temperature 25.0 1440 < th dose dependent rect. 24 23
617 135.73 temperature 10.0 720 > th dose dependent rect. 21 18
630 135.78 temperature 25.0 1440 < th dose dependent rect. 3 23
639 135.81 temperature 15.0 1440 > th dose dependent sin 11 NA
644 135.83 temperature 10.0 270 > th dose dependent rect. 1 23
677 135.98 precipitation 0.1 43200 > th dose dependent rect. 20 3
696 136.04 precipitation 0.1 43200 > th dose dependent rect. 21 1
851 136.59 precipitation 0.1 43200 > th dose independent rect. 20 2
859 136.62 precipitation 0.1 43200 < th dose independent rect. 21 1
860 136.62 precipitation 0.1 43200 < th dose dependent rect. 21 1