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Os03g0116000

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

Description : 60 kDa inner membrane insertion protein family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.5 (0.0413) R2 : 0.676
β1 : 2.48 (0.24) R2dD : 0.312 R2D : -0.155
β2 : 2.01 (0.0855) R2dC : 0.403 R2C : 0.44
β3 : -1.84 (0.119) R2dE : 0.252 R2E : 0.159
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 4.19 (0.686) R2dD*E : 0.105 R2D*E : -0.183
γ1 : 0.494 (0.0943) R2dN8 : 0.0471 R2N8 : -0.0868
σ : 0.615
deviance : 174.16
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C
peak time of C : 16.5
E
wheather : temperature
threshold : 21.4
memory length : 1295
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
173.31 0.619 7.5 2.45 2.02 -1.83 -0.583 4.08 0.489 16.5 21.42 1304 -- --
195.46 0.651 7.62 1.56 2.1 -1.65 -1.12 -- 0.22 16.1 17.77 2935 -- --
174.16 0.615 7.5 2.48 2.01 -1.84 -- 4.19 0.494 16.5 21.4 1295 -- --
194.5 0.65 7.64 1.45 2.04 -1.86 -- -- 0.178 16.6 15.8 2557 -- --
383.4 0.912 7.47 2.56 -- -2.24 -- 4.53 0.504 -- 22.16 1242 -- --
262.68 0.76 7.72 0.712 2.18 -- -0.767 -- -0.2 16.2 -- -- -- --
264.26 0.761 7.72 0.704 2.17 -- -- -- -0.204 16.3 -- -- -- --
398.01 0.929 7.62 1.3 -- -1.87 -- -- 0.159 -- 21 1239 -- --
224.81 0.698 7.69 -- 2.04 -1.18 -- -- -0.0562 16.4 21.4 1354 -- --
518.89 1.06 7.71 0.617 -- -- -- -- -0.262 -- -- -- -- --
277.31 0.779 7.74 -- 2.16 -- -- -- -0.283 16.3 -- -- -- --
437.02 0.974 7.66 -- -- -1.57 -- -- -0.0419 -- 21.83 1245 -- --
528.95 1.07 7.72 -- -- -- -- -- -0.33 -- -- -- -- --

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
1 169.62 temperature 25 1440 > th dose dependent rect. 12 7
6 170.30 temperature 20 720 > th dose dependent rect. 20 18
10 170.58 temperature 30 720 < th dose dependent sin 9 NA
12 170.63 temperature 30 720 < th dose dependent rect. 19 16
17 170.75 temperature 20 720 > th dose dependent sin 8 NA
20 170.88 temperature 10 720 > th dose dependent rect. 18 15
21 170.89 temperature 30 720 < th dose dependent rect. 17 18
77 172.72 temperature 10 270 > th dose dependent rect. 1 21
89 173.03 temperature 20 1440 > th dose dependent rect. 18 3
98 173.14 temperature 30 720 < th dose dependent rect. 22 19
154 173.79 temperature 10 720 > th dose dependent sin 9 NA
172 173.98 temperature 10 270 > th dose dependent rect. 2 19
175 174.01 temperature 20 1440 > th dose dependent sin 16 NA
252 174.98 temperature 10 720 > th dose dependent rect. 20 17
439 177.11 temperature 20 1440 > th dose dependent rect. 2 21
501 177.59 temperature 20 1440 > th dose dependent no NA NA
517 177.68 temperature 25 1440 > th dose dependent rect. 5 15
576 177.96 temperature 20 1440 > th dose dependent rect. 20 23
708 178.85 humidity 90 43200 > th dose dependent rect. 22 1
749 179.16 humidity 90 43200 > th dose independent rect. 22 1
753 179.25 temperature 10 720 > th dose dependent rect. 12 21
785 179.45 temperature 25 1440 > th dose independent rect. 14 8
843 179.93 temperature 25 1440 < th dose independent rect. 15 7
868 180.21 temperature 25 1440 > th dose independent rect. 9 14
873 180.22 temperature 10 720 > th dose dependent rect. 10 23
951 180.67 temperature 20 720 > th dose dependent rect. 1 7
971 180.77 temperature 25 1440 < th dose independent rect. 9 14