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Os12g0596600

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.42 (0.0188) R2 : 0.629
β1 : -1.72 (0.0711) R2dD : 0.554 R2D : 0.342
β2 : -- (--) R2dC : -- R2C : --
β3 : -0.993 (0.0583) R2dE : 0.312 R2E : 0.0894
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0958 (0.0437) R2dN8 : 0.00654 R2N8 : -0.0457
σ : 0.342
deviance : 54.01
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C
peak time of C : --
E
wheather : temperature
threshold : 24.13
memory length : 2599
response mode : < th
dose dependency : dose independent
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 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
38.95 0.293 8.4 -1.51 0.6 -0.839 0.0985 -0.424 -0.0403 3.09 22.5 1777 -- --
39.44 0.293 8.4 -1.63 0.614 -0.834 0.163 -- -0.0641 3.06 22.5 1774 -- --
38.98 0.291 8.4 -1.51 0.601 -0.839 -- -0.421 -0.0409 3.09 22.48 1777 -- --
39.4 0.292 8.41 -1.65 0.601 -0.838 -- -- -0.0777 3.11 22.5 1777 -- --
57.14 0.352 8.4 -1.53 -- -0.897 -- -0.412 -0.0525 -- 22.4 2346 -- --
67.43 0.385 8.34 -1.34 0.605 -- 0.0523 -- 0.223 3.01 -- -- -- --
67.43 0.385 8.34 -1.34 0.605 -- -- -- 0.222 3.01 -- -- -- --
54.01 0.342 8.42 -1.72 -- -0.993 -- -- -0.0958 -- 24.13 2599 -- --
104.91 0.48 8.34 -- 0.679 -0.389 -- -- 0.261 2.52 22.5 1777 -- --
88.41 0.439 8.34 -1.31 -- -- -- -- 0.238 -- -- -- -- --
114.65 0.501 8.31 -- 0.579 -- -- -- 0.372 3 -- -- -- --
123 0.517 8.35 -- -- -0.514 -- -- 0.226 -- 24.2 2503 -- --
133.86 0.54 8.31 -- -- -- -- -- 0.384 -- -- -- -- --

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 38.04 temperature 25 270 < th dose dependent rect. 10 22
2 38.19 temperature 30 720 < th dose dependent sin 15 NA
6 38.36 temperature 30 720 < th dose dependent rect. 15 12
7 38.36 temperature 30 720 < th dose dependent rect. 14 14
18 38.58 temperature 25 4320 < th dose dependent rect. 1 1
22 38.66 temperature 10 720 > th dose dependent sin 14 NA
34 38.87 temperature 10 4320 > th dose dependent rect. 1 1
41 38.91 temperature 25 4320 < th dose dependent rect. 21 7
54 39.00 temperature 10 4320 > th dose dependent rect. 21 7
111 39.17 temperature 25 4320 < th dose dependent rect. 17 12
133 39.24 temperature 10 720 > th dose dependent rect. 13 16
147 39.27 temperature 25 4320 < th dose dependent rect. 13 17
196 39.39 temperature 15 720 > th dose dependent rect. 15 15
224 39.46 temperature 25 4320 < th dose dependent sin 14 NA
346 39.74 temperature 25 270 < th dose dependent rect. 21 23
371 39.80 temperature 25 270 < th dose dependent rect. 23 23
415 39.87 temperature 25 270 < th dose dependent no NA NA
568 40.03 temperature 25 30 < th dose dependent rect. 5 23
855 40.37 temperature 25 10 < th dose dependent rect. 1 23