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Os02g0661800

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

Description : Acid phosphatase/vanadium-dependent haloperoxidase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.97 (0.0251) R2 : 0.595
β1 : -1.32 (0.0946) R2dD : 0.196 R2D : 0.038
β2 : 0.704 (0.066) R2dC : 0.112 R2C : 0.206
β3 : -1.98 (0.114) R2dE : 0.362 R2E : 0.256
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.362 (0.0577) R2dN8 : 0.0562 R2N8 : -0.0751
σ : 0.461
deviance : 97.99
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C
peak time of C : 19.8
E
wheather : temperature
threshold : 28.64
memory length : 269
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
96.88 0.462 6.97 -1.34 0.706 -1.96 -0.629 0.093 -0.36 19.6 28.73 271 -- --
96.89 0.458 6.97 -1.33 0.706 -1.96 -0.641 -- -0.357 19.6 28.7 274 -- --
97.9 0.461 6.97 -1.36 0.705 -1.97 -- 0.255 -0.37 19.8 28.7 270 -- --
97.99 0.461 6.97 -1.32 0.704 -1.98 -- -- -0.362 19.8 28.64 269 -- --
113.78 0.497 6.98 -1.51 -- -2.52 -- 0.345 -0.471 -- 29.9 409 -- --
150.31 0.575 6.88 -0.817 1.17 -- -0.688 -- 0.0626 18.3 -- -- -- --
151.48 0.576 6.88 -0.809 1.17 -- -- -- 0.0601 18.3 -- -- -- --
113.92 0.497 6.97 -1.45 -- -2.51 -- -- -0.454 -- 29.85 409 -- --
139.04 0.549 6.9 -- 0.765 -1.44 -- -- -0.141 19.1 29.66 270 -- --
221.98 0.696 6.86 -0.84 -- -- -- -- 0.0349 -- -- -- -- --
168.72 0.608 6.86 -- 1.18 -- -- -- 0.15 18.2 -- -- -- --
164.15 0.597 6.91 -- -- -2.03 -- -- -0.2 -- 30.26 388 -- --
240.6 0.724 6.84 -- -- -- -- -- 0.128 -- -- -- -- --

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 93.28 temperature 30 270 < th dose dependent rect. 3 22
2 93.62 temperature 30 270 < th dose dependent rect. 15 21
13 95.04 temperature 10 270 > th dose dependent rect. 20 23
49 97.29 temperature 30 270 < th dose dependent no NA NA
51 97.32 temperature 10 270 > th dose dependent rect. 9 23
53 97.43 temperature 25 1440 < th dose dependent rect. 20 2
101 98.65 temperature 30 30 < th dose dependent rect. 19 18
137 99.06 temperature 25 1440 < th dose dependent rect. 17 19
138 99.07 temperature 10 1440 > th dose dependent rect. 21 3
175 99.36 temperature 25 1440 < th dose dependent rect. 8 20
202 99.51 temperature 25 270 < th dose dependent sin 21 NA
211 99.55 temperature 25 1440 < th dose dependent sin 14 NA
339 100.07 temperature 25 1440 < th dose dependent no NA NA
398 100.28 temperature 25 1440 < th dose dependent rect. 23 23
533 100.78 temperature 10 270 > th dose dependent no NA NA
545 100.82 temperature 10 1440 > th dose dependent rect. 20 15
625 101.08 temperature 30 270 < th dose dependent rect. 22 23
653 101.14 temperature 10 1440 > th dose dependent sin 10 NA
993 102.33 temperature 15 270 > th dose dependent rect. 24 23