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Os01g0770100

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

Description : Protein of unknown function UPF0089 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.9 (0.022) R2 : 0.772
β1 : -1.38 (0.0813) R2dD : 0.163 R2D : 0.0842
β2 : 1.44 (0.0503) R2dC : 0.411 R2C : 0.403
β3 : -1.29 (0.061) R2dE : 0.304 R2E : 0.194
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0531 (0.0519) R2dN8 : 0.000919 R2N8 : -0.0176
σ : 0.396
deviance : 72.28
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C
peak time of C : 11.3
E
wheather : temperature
threshold : 23.14
memory length : 1630
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
72.64 0.4 11.9 -1.6 1.46 -1.29 -0.149 0.608 -0.133 11.4 23.9 1487 -- --
72.14 0.396 11.9 -1.37 1.44 -1.29 -0.152 -- -0.057 11.3 23.15 1630 -- --
72.73 0.397 11.9 -1.6 1.46 -1.29 -- 0.602 -0.133 11.4 23.9 1487 -- --
72.28 0.396 11.9 -1.38 1.44 -1.29 -- -- -0.0531 11.3 23.14 1630 -- --
174.8 0.619 11.9 -1.41 -- -1.12 -- 0.229 0.013 -- 23.3 1607 -- --
142.92 0.56 11.8 -0.85 1.43 -- -0.138 -- 0.485 11.2 -- -- -- --
143 0.56 11.8 -0.856 1.43 -- -- -- 0.485 11.2 -- -- -- --
174.12 0.617 11.9 -1.34 -- -1.14 -- -- 0.0429 -- 23.1 1630 -- --
117.04 0.504 11.9 -- 1.49 -1.06 -- -- 0.178 11.2 23.1 1491 -- --
270.08 0.768 11.8 -0.891 -- -- -- -- 0.472 -- -- -- -- --
162.32 0.596 11.8 -- 1.43 -- -- -- 0.58 11.3 -- -- -- --
218.96 0.691 11.9 -- -- -0.957 -- -- 0.251 -- 23.1 1630 -- --
291.02 0.796 11.8 -- -- -- -- -- 0.571 -- -- -- -- --

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 65.81 temperature 10 720 > th dose dependent rect. 13 19
6 68.39 temperature 30 30 < th dose dependent rect. 7 23
33 71.92 temperature 30 720 < th dose dependent rect. 16 19
37 72.16 temperature 10 720 > th dose dependent rect. 19 22
46 72.49 temperature 20 1440 > th dose dependent rect. 16 8
54 72.68 temperature 30 1440 < th dose dependent rect. 15 8
56 72.72 temperature 20 1440 > th dose dependent sin 16 NA
69 72.90 temperature 30 720 < th dose dependent rect. 7 22
90 73.09 temperature 20 1440 > th dose dependent rect. 11 16
91 73.09 temperature 30 1440 < th dose dependent rect. 5 19
118 73.19 temperature 30 1440 < th dose dependent rect. 11 13
140 73.29 temperature 30 1440 < th dose dependent rect. 8 16
158 73.35 temperature 30 1440 < th dose dependent sin 18 NA
217 73.56 temperature 20 1440 > th dose dependent rect. 20 2
227 73.58 temperature 20 1440 > th dose dependent rect. 3 22
232 73.60 temperature 10 720 > th dose dependent rect. 4 21
239 73.61 temperature 20 1440 > th dose dependent rect. 15 23
251 73.64 temperature 20 1440 > th dose dependent no NA NA
372 73.97 temperature 10 720 > th dose dependent rect. 19 14
379 73.97 temperature 30 10 < th dose dependent rect. 9 23
405 74.06 temperature 25 1440 < th dose independent rect. 9 15
465 74.18 temperature 25 1440 < th dose independent rect. 11 13
490 74.23 temperature 10 270 > th dose dependent rect. 2 23
495 74.24 temperature 30 1440 < th dose dependent rect. 11 23
523 74.29 temperature 30 1440 < th dose dependent no NA NA
559 74.34 temperature 25 1440 > th dose independent rect. 11 13
592 74.38 temperature 25 1440 < th dose independent rect. 13 11
652 74.43 temperature 25 1440 > th dose independent rect. 9 15
668 74.44 temperature 25 1440 < th dose independent rect. 5 19
721 74.48 temperature 30 1440 < th dose dependent rect. 20 23