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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os12g0120500

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

Description : Protein of unknown function DUF567 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.74 (0.0267) R2 : 0.598
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.23 (0.0646) R2dC : 0.32 R2C : 0.286
β3 : -1.48 (0.0834) R2dE : 0.328 R2E : 0.277
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.079 (0.0597) R2dN8 : 0.00233 R2N8 : -0.0192
σ : 0.491
deviance : 111.03
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_____
C
peak time of C : 9.41
E
wheather : temperature
threshold : 21.5
memory length : 3868
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
100.29 0.471 4.71 0.815 1.19 -1.01 0.287 0.192 0.0599 9.29 22.91 1776 -- --
99.07 0.464 4.7 0.816 1.23 -1.04 0.439 -- 0.109 9.22 22.29 1897 -- --
99.5 0.465 4.7 0.843 1.21 -1.08 -- 0.0687 0.0847 9.3 22.4 1897 -- --
99.19 0.464 4.7 0.85 1.22 -1.1 -- -- 0.095 9.29 22.24 1931 -- --
173.11 0.616 4.69 1.13 -- -0.863 -- -0.433 0.252 -- 22.39 1583 -- --
143.24 0.561 4.61 1.27 1.17 -- 0.34 -- 0.476 9.26 -- -- -- --
143.66 0.561 4.61 1.29 1.17 -- -- -- 0.476 9.26 -- -- -- --
174.27 0.618 4.7 1.01 -- -0.862 -- -- 0.221 -- 22.39 1583 -- --
111.03 0.491 4.74 -- 1.23 -1.48 -- -- -0.079 9.41 21.5 3868 -- --
223.38 0.698 4.64 1.28 -- -- -- -- 0.481 -- -- -- -- --
187.28 0.64 4.64 -- 1.17 -- -- -- 0.333 9.18 -- -- -- --
191.89 0.645 4.76 -- -- -1.53 -- -- -0.0346 -- 20.6 5931 -- --
266.71 0.762 4.67 -- -- -- -- -- 0.339 -- -- -- -- --

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 99.09 temperature 20 4320 > th dose independent rect. 21 2
2 99.32 temperature 20 1440 > th dose dependent rect. 21 9
21 99.92 temperature 20 4320 < th dose independent rect. 21 2
47 100.40 temperature 20 1440 > th dose dependent rect. 21 1
62 100.69 temperature 20 1440 > th dose dependent rect. 5 1
73 100.83 temperature 20 1440 > th dose dependent sin 12 NA
96 101.15 temperature 20 720 > th dose dependent sin 9 NA
113 101.38 temperature 25 1440 < th dose dependent rect. 21 1
119 101.51 temperature 10 720 > th dose dependent rect. 18 14
129 101.66 temperature 25 1440 < th dose dependent rect. 17 12
133 101.70 temperature 25 1440 < th dose dependent rect. 20 6
134 101.71 temperature 25 1440 < th dose dependent rect. 18 9
171 101.94 temperature 25 720 < th dose dependent rect. 11 21
195 102.08 temperature 25 1440 < th dose dependent sin 14 NA
200 102.11 temperature 25 720 < th dose dependent rect. 13 19
398 102.72 temperature 25 1440 < th dose dependent rect. 1 1
458 102.92 temperature 25 720 < th dose dependent rect. 17 22
485 102.97 temperature 25 720 < th dose dependent rect. 4 23
556 103.13 temperature 25 720 < th dose dependent no NA NA
631 103.33 temperature 25 720 < th dose dependent rect. 1 23
639 103.35 temperature 25 720 < th dose dependent rect. 6 23
694 103.51 wind 5 43200 > th dose independent rect. 13 1
750 103.61 wind 5 43200 < th dose independent rect. 13 1
953 104.00 temperature 20 4320 > th dose independent sin 15 NA