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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.

Os07g0663300

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

Description : Similar to RNA-binding protein BRUNOL5 (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.66 (0.0368) R2 : 0.508
β1 : -1.83 (0.139) R2dD : 0.209 R2D : 0.0616
β2 : 1.1 (0.0914) R2dC : 0.166 R2C : 0.0304
β3 : 2.24 (0.123) R2dE : 0.44 R2E : 0.126
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.272 (0.0811) R2dN8 : 0.0176 R2N8 : -0.0406
σ : 0.681
deviance : 213.82
__
_____
C
peak time of C : 13.9
E
wheather : temperature
threshold : 22.8
memory length : 1127
response mode : > th
dose dependency : dose dependent
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 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
196.44 0.659 4.73 -2.64 1.11 2.53 -2.12 -3.67 -0.4 13.8 24.07 1152 -- --
200.26 0.659 4.65 -1.75 1.08 2.27 -1.95 -- -0.283 13.6 22.41 1084 -- --
212.99 0.68 4.71 -2.44 1.08 2.4 -- -2.32 -0.339 14 23.92 1182 -- --
213.82 0.681 4.66 -1.83 1.1 2.24 -- -- -0.272 13.9 22.8 1127 -- --
247.27 0.732 4.74 -2.49 -- 2.28 -- -2.11 -0.46 -- 22.76 1727 -- --
348.87 0.876 4.55 -1.06 0.667 -- -2.25 -- 0.168 14.2 -- -- -- --
367.06 0.897 4.56 -1.12 0.686 -- -- -- 0.157 14.9 -- -- -- --
248.51 0.734 4.67 -1.88 -- 2.12 -- -- -0.324 -- 21.98 1741 -- --
293.02 0.797 4.57 -- 1.05 1.78 -- -- 0.12 14.1 24.6 1146 -- --
394.25 0.928 4.57 -1.15 -- -- -- -- 0.139 -- -- -- -- --
400.17 0.936 4.54 -- 0.708 -- -- -- 0.282 14.9 -- -- -- --
332.07 0.849 4.56 -- -- 1.63 -- -- 0.16 -- 25.28 1740 -- --
429.14 0.967 4.54 -- -- -- -- -- 0.267 -- -- -- -- --

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
1 203.54 temperature 20 1440 > th dose dependent rect. 11 12
2 203.62 temperature 20 1440 > th dose dependent rect. 13 10
7 203.91 temperature 25 1440 > th dose dependent rect. 11 6
12 204.05 temperature 25 1440 > th dose dependent rect. 11 4
30 204.35 temperature 20 1440 > th dose dependent sin 19 NA
45 204.51 temperature 25 1440 > th dose dependent sin 21 NA
70 204.66 temperature 25 1440 > th dose dependent rect. 21 21
145 205.12 temperature 25 1440 > th dose dependent no NA NA
183 205.38 temperature 25 1440 > th dose dependent rect. 13 23
364 206.89 temperature 20 1440 > th dose dependent rect. 16 2
410 207.19 temperature 10 1440 > th dose dependent rect. 11 8
430 207.35 temperature 10 1440 > th dose dependent rect. 13 8
448 207.45 temperature 10 1440 > th dose dependent rect. 13 6
565 208.11 temperature 10 1440 > th dose dependent rect. 16 2