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Os07g0693600

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

Description : Protein of unknown function DUF231, plant domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.86 (0.0206) R2 : 0.723
β1 : 0.923 (0.0764) R2dD : 0.0973 R2D : 0.019
β2 : 0.68 (0.0548) R2dC : 0.121 R2C : 0.314
β3 : -1.87 (0.0865) R2dE : 0.403 R2E : 0.488
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.261 (0.0455) R2dN8 : 0.0298 R2N8 : -0.0377
σ : 0.379
deviance : 66.16
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C
peak time of C : 1.01
E
wheather : temperature
threshold : 21.2
memory length : 113
response mode : > th
dose dependency : dose dependent
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 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
65.93 0.381 9.85 1.02 0.674 -1.91 0.0164 0.55 0.29 1.02 21.2 112 -- --
66.15 0.379 9.86 0.929 0.688 -1.87 -0.055 -- 0.253 1.02 21.16 113 -- --
65.92 0.378 9.85 1.02 0.675 -1.91 -- 0.562 0.289 0.999 21.3 113 -- --
66.16 0.379 9.86 0.923 0.68 -1.87 -- -- 0.261 1.01 21.2 113 -- --
82.91 0.426 9.82 1.13 -- -2.47 -- 0.572 0.397 -- 21.3 113 -- --
123.14 0.52 9.92 0.521 1.34 -- 0.3 -- -0.0497 2.32 -- -- -- --
123.47 0.52 9.92 0.513 1.34 -- -- -- -0.0515 2.32 -- -- -- --
83.2 0.427 9.83 1.04 -- -2.44 -- -- 0.371 -- 21.2 113 -- --
86.81 0.434 9.89 -- 0.797 -1.56 -- -- 0.11 1.36 21.51 119 -- --
229.41 0.708 9.91 0.57 -- -- -- -- -0.0189 -- -- -- -- --
130.41 0.534 9.94 -- 1.35 -- -- -- -0.109 2.32 -- -- -- --
110.17 0.49 9.86 -- -- -2.28 -- -- 0.218 -- 21.72 10 -- --
237.97 0.72 9.93 -- -- -- -- -- -0.0821 -- -- -- -- --

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 65.24 temperature 30 270 < th dose dependent rect. 23 22
3 65.35 temperature 20 270 > th dose dependent rect. 15 23
4 65.44 temperature 20 90 > th dose dependent rect. 21 23
5 65.58 temperature 20 90 > th dose dependent rect. 6 23
16 67.30 temperature 20 90 > th dose dependent no NA NA
17 67.32 temperature 20 270 > th dose dependent rect. 4 22
19 67.64 temperature 10 270 > th dose dependent rect. 4 23
44 68.59 temperature 20 90 > th dose dependent rect. 1 23
87 70.28 temperature 20 720 > th dose dependent rect. 21 18
100 70.64 temperature 30 270 < th dose dependent no NA NA
101 70.65 temperature 10 720 > th dose dependent rect. 21 22
132 71.17 temperature 30 270 < th dose dependent rect. 13 23
145 71.30 temperature 30 270 < th dose dependent rect. 9 23
168 71.59 temperature 20 720 > th dose dependent sin 6 NA
212 72.19 temperature 20 4320 > th dose dependent rect. 23 5
214 72.20 temperature 20 4320 > th dose dependent rect. 21 7
222 72.32 temperature 20 4320 > th dose dependent rect. 3 1
252 72.52 temperature 20 4320 > th dose dependent rect. 1 1
325 72.93 temperature 10 720 > th dose dependent rect. 12 23
367 73.16 temperature 20 4320 > th dose dependent sin 10 NA
422 73.43 temperature 10 720 > th dose dependent sin 5 NA
504 73.71 temperature 30 30 < th dose dependent rect. 11 23
535 73.81 temperature 30 720 < th dose dependent rect. 19 20
664 74.15 temperature 20 1440 > th dose dependent rect. 9 22