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Os01g0302100

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.75 (0.0261) R2 : 0.536
β1 : -1.25 (0.1) R2dD : 0.187 R2D : 0.0203
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.84 (0.0904) R2dE : 0.52 R2E : 0.35
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0192 (0.0588) R2dN8 : 0.000342 R2N8 : -0.00659
σ : 0.481
deviance : 106.69
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C
peak time of C : --
E
wheather : temperature
threshold : 19.29
memory length : 1545
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
99.63 0.469 6.76 -1.45 0.316 1.81 -0.343 -0.807 -0.081 10.9 20.1 1499 -- --
99.05 0.464 6.73 -1.29 0.474 2 -0.269 -- -0.0391 9.45 19.73 1975 -- --
100.12 0.466 6.76 -1.47 0.315 1.81 -- -0.829 -0.084 10.9 20.17 1500 -- --
99.12 0.464 6.73 -1.26 0.503 1.94 -- -- -0.0293 9.47 20.11 1999 -- --
106.14 0.48 6.76 -1.45 -- 1.81 -- -0.745 -0.0697 -- 20.1 1547 -- --
198.73 0.661 6.63 -0.544 0.267 -- -0.377 -- 0.409 10.3 -- -- -- --
199.29 0.661 6.64 -0.559 0.271 -- -- -- 0.408 10 -- -- -- --
106.69 0.481 6.75 -1.25 -- 1.84 -- -- -0.0192 -- 19.29 1545 -- --
134.25 0.54 6.68 -- 0.462 1.5 -- -- 0.203 9.59 21.6 1972 -- --
203.71 0.667 6.64 -0.563 -- -- -- -- 0.407 -- -- -- -- --
207.53 0.674 6.62 -- 0.273 -- -- -- 0.47 10.2 -- -- -- --
141.12 0.553 6.69 -- -- 1.36 -- -- 0.201 -- 21.31 1536 -- --
212.07 0.68 6.63 -- -- -- -- -- 0.47 -- -- -- -- --

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 97.68 temperature 20 1440 > th dose dependent rect. 5 3
2 97.82 temperature 20 1440 > th dose dependent rect. 6 1
3 98.00 temperature 20 1440 > th dose dependent rect. 4 5
9 99.09 temperature 20 1440 > th dose dependent rect. 14 21
18 99.30 temperature 20 1440 > th dose dependent sin 6 NA
46 99.63 temperature 20 1440 > th dose dependent rect. 24 23
55 99.70 temperature 20 1440 > th dose dependent no NA NA
62 99.72 temperature 20 1440 > th dose dependent rect. 20 23
107 100.02 temperature 20 1440 > th dose dependent rect. 1 12
119 100.09 temperature 10 1440 > th dose dependent rect. 5 4
124 100.11 temperature 20 1440 > th dose dependent rect. 24 15
166 100.39 temperature 30 1440 < th dose dependent rect. 5 4
188 100.50 temperature 10 1440 > th dose dependent rect. 6 2
342 100.85 temperature 30 1440 < th dose dependent rect. 6 2
416 101.02 temperature 30 1440 < th dose dependent rect. 3 7
573 101.49 temperature 20 1440 > th dose dependent sin 15 NA
575 101.49 temperature 30 1440 < th dose dependent rect. 15 20
699 101.95 temperature 30 1440 < th dose dependent rect. 2 20
777 102.14 temperature 30 1440 < th dose dependent sin 5 NA
851 102.30 temperature 30 1440 < th dose dependent no NA NA
873 102.34 temperature 25 4320 > th dose independent rect. 6 9
898 102.38 temperature 30 1440 < th dose dependent rect. 5 23