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Os05g0541700

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 : 10.3 (0.0213) R2 : 0.463
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.92 (0.0508) R2dC : 0.388 R2C : 0.371
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.349 (0.0449) R2dN8 : 0.0922 R2N8 : 0.0751
σ : 0.402
deviance : 73.91
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_____
C
peak time of C : 0.287
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
45.83 0.318 10.4 -1.02 0.831 -0.614 -0.661 0.554 0.037 0.366 22 1030 -- --
46.67 0.318 10.4 -0.862 0.833 -0.633 -0.726 -- 0.0542 0.315 22.1 1037 -- --
47.56 0.321 10.4 -1.05 0.833 -0.612 -- 0.778 0.0228 0.376 22.06 1033 -- --
49.23 0.327 10.4 -0.832 0.832 -0.649 -- -- 0.072 0.404 22 1028 -- --
88.81 0.439 10.4 -1.07 -- -0.807 -- 0.816 -0.00478 -- 22 914 -- --
61.75 0.368 10.3 -0.625 0.925 -- -0.814 -- 0.279 0.287 -- -- -- --
64.61 0.376 10.3 -0.594 0.928 -- -- -- 0.283 0.321 -- -- -- --
90.08 0.442 10.4 -0.883 -- -0.856 -- -- 0.0318 -- 21.8 928 -- --
65.29 0.376 10.3 -- 0.844 -0.432 -- -- 0.216 0.335 22.37 1002 -- --
118.79 0.509 10.3 -0.563 -- -- -- -- 0.298 -- -- -- -- --
73.91 0.402 10.3 -- 0.92 -- -- -- 0.349 0.287 -- -- -- --
107.25 0.482 10.3 -- -- -0.675 -- -- 0.129 -- 25 900 -- --
127.15 0.526 10.3 -- -- -- -- -- 0.36 -- -- -- -- --

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 43.21 temperature 15 720 > th dose dependent rect. 20 15
2 43.25 temperature 15 720 > th dose dependent rect. 22 13
3 43.30 temperature 15 720 > th dose dependent sin 8 NA
4 43.36 temperature 30 720 < th dose dependent sin 8 NA
9 43.41 temperature 30 720 < th dose dependent rect. 21 14
30 43.79 temperature 30 720 < th dose dependent rect. 23 10
41 43.88 temperature 30 720 < th dose dependent rect. 1 8
116 44.38 temperature 30 720 < th dose dependent rect. 3 6
346 45.69 temperature 25 720 < th dose dependent rect. 5 2
474 46.27 temperature 15 270 > th dose dependent rect. 3 17
551 46.63 temperature 15 270 > th dose dependent rect. 24 22
571 46.70 temperature 15 1440 > th dose dependent rect. 4 1
662 46.99 temperature 25 720 < th dose dependent no NA NA
682 47.07 humidity 90 14400 > th dose dependent rect. 20 9
702 47.11 temperature 10 270 > th dose dependent rect. 12 23
782 47.31 humidity 90 14400 > th dose dependent rect. 22 5
816 47.38 temperature 20 720 < th dose independent rect. 3 4
944 47.57 temperature 20 720 > th dose independent rect. 23 12
963 47.60 temperature 20 720 < th dose independent sin 7 NA
969 47.61 temperature 20 720 < th dose independent rect. 1 7
970 47.61 temperature 20 720 < th dose independent rect. 23 10
972 47.61 temperature 25 720 < th dose dependent rect. 4 23
983 47.63 temperature 20 1440 > th dose dependent rect. 20 2