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Os01g0886000

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

Description : Protein of unknown function DUF179 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.4 (0.0163) R2 : 0.398
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.567 (0.0391) R2dC : 0.279 R2C : 0.235
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.335 (0.0343) R2dN8 : 0.163 R2N8 : 0.119
σ : 0.307
deviance : 43.15
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C
peak time of C : 13.1
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 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
25.01 0.235 12.4 0.28 0.452 -0.907 -0.512 0.154 0.258 13.5 23.4 91 -- --
25.01 0.233 12.4 0.301 0.449 -0.939 -0.553 -- 0.264 13.6 23.22 84 -- --
25.69 0.236 12.4 0.215 0.457 -0.851 -- 0.545 0.242 13.1 23.48 91 -- --
26.1 0.238 12.4 0.288 0.452 -0.953 -- -- 0.264 13.1 23.14 89 -- --
35.21 0.278 12.5 0.102 -- -1.01 -- 0.764 0.127 -- 27.24 71 -- --
35.79 0.28 12.4 0.504 0.576 -- -0.567 -- 0.393 13.5 -- -- -- --
36.97 0.285 12.4 0.485 0.575 -- -- -- 0.389 13.2 -- -- -- --
36.14 0.281 12.5 0.229 -- -1.04 -- -- 0.156 -- 27 8 -- --
28.06 0.247 12.4 -- 0.428 -0.986 -- -- 0.239 13 23.3 88 -- --
57.47 0.354 12.4 0.462 -- -- -- -- 0.377 -- -- -- -- --
43.15 0.307 12.4 -- 0.567 -- -- -- 0.335 13.1 -- -- -- --
37.38 0.285 12.5 -- -- -1.11 -- -- 0.117 -- 27 8 -- --
63.11 0.371 12.4 -- -- -- -- -- 0.326 -- -- -- -- --

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 25.11 temperature 25.0 90 < th dose dependent rect. 17 19
54 25.66 temperature 25.0 270 < th dose dependent sin 9 NA
61 25.72 temperature 25.0 90 < th dose dependent no NA NA
65 25.74 temperature 25.0 270 < th dose dependent rect. 10 23
79 25.80 temperature 25.0 90 < th dose dependent rect. 21 23
82 25.81 temperature 25.0 270 < th dose dependent rect. 8 23
98 25.89 temperature 25.0 90 < th dose dependent rect. 1 23
105 25.91 temperature 25.0 90 < th dose dependent rect. 3 23
114 25.95 temperature 30.0 720 < th dose dependent rect. 16 11
122 25.96 temperature 25.0 30 < th dose dependent rect. 5 23
146 26.07 temperature 25.0 30 < th dose dependent rect. 23 23
206 26.25 temperature 30.0 720 < th dose dependent sin 14 NA
235 26.41 temperature 20.0 270 > th dose independent rect. 21 18
287 26.62 temperature 20.0 270 > th dose independent rect. 19 21
328 26.72 temperature 25.0 90 < th dose dependent rect. 23 13
367 26.82 temperature 25.0 720 < th dose dependent rect. 10 18
516 27.18 temperature 20.0 270 < th dose independent rect. 19 17
634 27.40 temperature 20.0 270 > th dose independent rect. 8 22
654 27.44 temperature 20.0 270 > th dose independent sin 7 NA
707 27.53 temperature 20.0 10 > th dose independent sin 5 NA
758 27.60 temperature 10.0 720 > th dose dependent rect. 19 7
769 27.62 temperature 15.0 270 > th dose dependent rect. 19 11
837 27.74 temperature 20.0 10 < th dose independent rect. 18 19
838 27.74 temperature 10.0 270 > th dose dependent sin 9 NA
915 27.86 temperature 20.0 10 > th dose independent rect. 23 17
978 27.92 precipitation 0.1 14400 > th dose independent rect. 7 1
981 27.92 precipitation 0.1 14400 > th dose dependent rect. 7 1