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Os12g0139500

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

Description : RNA polymerase Rpb5, N-terminal 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 (0.015) R2 : 0.521
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.58 (0.0724) R2dE : 0.533 R2E : 0.52
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.035 (0.0325) R2dN8 : 0.00168 R2N8 : -0.0118
σ : 0.281
deviance : 36.32
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C
peak time of C : --
E
wheather : temperature
threshold : 10.24
memory length : 46
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
26.39 0.241 12 0.439 0.465 1.35 0.192 -0.399 0.015 11 14.92 653 -- --
26.5 0.24 12 0.494 0.465 1.35 0.251 -- 0.0313 11 14.67 667 -- --
26.52 0.24 12 0.418 0.465 1.32 -- -0.57 0.00933 11 15.42 649 -- --
26.76 0.241 12 0.518 0.468 1.34 -- -- 0.0353 11.1 14.8 669 -- --
27.98 0.246 12 0.536 -- 1.41 -- -0.299 0.0341 -- 13.12 21 -- --
48.99 0.328 12 0.843 0.333 -- 0.235 -- 0.241 14.1 -- -- -- --
49.2 0.328 12 0.85 0.333 -- -- -- 0.242 14.1 -- -- -- --
28.05 0.247 12 0.577 -- 1.4 -- -- 0.0456 -- 12.91 21 -- --
32.92 0.267 12 -- 0.534 1.51 -- -- -0.0465 11.8 14.5 826 -- --
55.85 0.349 12 0.836 -- -- -- -- 0.234 -- -- -- -- --
68.25 0.386 12 -- 0.317 -- -- -- 0.147 14.1 -- -- -- --
36.32 0.281 12.1 -- -- 1.58 -- -- -0.035 -- 10.24 46 -- --
74.29 0.402 12 -- -- -- -- -- 0.141 -- -- -- -- --

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 25.15 temperature 15 270 > th dose dependent rect. 1 22
4 25.37 temperature 15 720 > th dose dependent rect. 19 21
8 25.54 wind 9 43200 > th dose dependent rect. 20 1
21 25.75 temperature 10 1440 > th dose dependent rect. 8 1
24 25.78 temperature 30 1440 < th dose dependent rect. 8 1
54 26.14 temperature 10 720 > th dose dependent rect. 3 19
100 26.35 temperature 10 720 > th dose dependent rect. 10 23
112 26.43 temperature 15 720 > th dose dependent no NA NA
162 26.60 temperature 15 720 > th dose dependent rect. 12 23
170 26.63 temperature 30 720 < th dose dependent rect. 22 21
191 26.70 wind 9 43200 > th dose independent rect. 20 1
230 26.79 temperature 10 1440 > th dose dependent rect. 7 15
234 26.80 temperature 15 720 > th dose dependent sin 3 NA
284 26.88 temperature 15 720 > th dose dependent rect. 14 23
319 26.94 temperature 20 1440 > th dose dependent rect. 18 1
377 27.02 temperature 30 1440 < th dose dependent rect. 18 1
401 27.04 temperature 15 720 > th dose dependent rect. 7 23
461 27.12 temperature 10 1440 > th dose dependent rect. 18 1
562 27.23 wind 9 43200 < th dose independent rect. 20 1
603 27.27 temperature 30 720 < th dose dependent rect. 17 21
649 27.32 temperature 30 1440 < th dose dependent rect. 7 15
873 27.52 temperature 30 720 < th dose dependent rect. 6 23
952 27.58 temperature 30 720 < th dose dependent rect. 13 23
993 27.62 humidity 60 14400 < th dose independent rect. 17 1