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Os03g0125400

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

Description : Conserved hypothetical protein 147 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.95 (0.0162) R2 : 0.728
β1 : -1.14 (0.0622) R2dD : 0.24 R2D : 0.0311
β2 : 1.01 (0.0376) R2dC : 0.435 R2C : 0.448
β3 : 0.889 (0.0556) R2dE : 0.201 R2E : 0.0228
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.35 (0.0371) R2dN8 : 0.0861 R2N8 : -0.0658
σ : 0.296
deviance : 40.32
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C
peak time of C : 0.273
E
wheather : temperature
threshold : 21.3
memory length : 1323
response mode : > th
dose dependency : dose independent
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 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
40.35 0.298 8.94 -1.11 1.02 0.945 0.0213 0.249 -0.335 0.279 21.1 1371 -- --
40.32 0.296 8.95 -1.14 1.01 0.89 0.0393 -- -0.352 0.247 21.3 1323 -- --
40.35 0.296 8.94 -1.11 1.02 0.944 -- 0.25 -0.335 0.282 21.11 1365 -- --
40.32 0.296 8.95 -1.14 1.01 0.889 -- -- -0.35 0.273 21.3 1323 -- --
92.72 0.448 8.94 -0.971 -- 0.939 -- 0.209 -0.385 -- 22.2 937 -- --
62.87 0.372 8.9 -0.777 1.06 -- -0.0459 -- -0.104 0.348 -- -- -- --
62.88 0.371 8.9 -0.775 1.06 -- -- -- -0.103 0.342 -- -- -- --
92.71 0.448 8.95 -1.06 -- 0.959 -- -- -0.412 -- 22.3 955 -- --
66.37 0.379 8.9 -- 0.996 0.595 -- -- -0.141 0.221 22.3 1266 -- --
133.62 0.54 8.88 -0.739 -- -- -- -- -0.0865 -- -- -- -- --
78.7 0.415 8.88 -- 1.05 -- -- -- -0.017 0.304 -- -- -- --
114.51 0.498 8.91 -- -- 0.842 -- -- -0.239 -- 25.1 897 -- --
148.03 0.568 8.86 -- -- -- -- -- -0.00444 -- -- -- -- --

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 39.80 temperature 20 1440 > th dose independent rect. 20 10
6 40.09 temperature 20 1440 < th dose independent rect. 20 10
8 40.12 temperature 25 1440 < th dose dependent rect. 20 8
12 40.15 temperature 15 1440 > th dose dependent rect. 23 5
16 40.17 temperature 30 1440 < th dose dependent rect. 23 5
21 40.21 temperature 15 1440 > th dose dependent rect. 1 2
42 40.31 temperature 25 1440 < th dose dependent rect. 21 1
44 40.33 temperature 30 1440 < th dose dependent rect. 1 2
148 40.55 temperature 20 1440 < th dose independent rect. 23 7
185 40.70 temperature 25 1440 < th dose dependent sin 12 NA
304 41.01 temperature 20 1440 > th dose independent sin 10 NA
333 41.10 temperature 20 1440 > th dose independent rect. 3 1
346 41.13 temperature 25 720 < th dose dependent rect. 3 20
361 41.21 temperature 20 1440 < th dose independent rect. 3 1
421 41.34 temperature 20 1440 < th dose independent sin 10 NA
474 41.48 temperature 20 1440 > th dose independent rect. 23 2
624 41.83 temperature 15 1440 > th dose dependent sin 11 NA
627 41.83 temperature 30 720 < th dose dependent rect. 21 20
697 41.98 temperature 20 1440 > th dose independent rect. 5 1
850 42.25 temperature 25 720 < th dose dependent no NA NA