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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.

Os09g0564600

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

Description : Peptidase C1A, papain family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.89 (0.0286) R2 : 0.000161
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0163 (0.0601) R2dN8 : 0.000208 R2N8 : 0.000161
σ : 0.538
deviance : 132.86
__
_____
C
peak time of C : --
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 = wind, 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
128.05 0.532 2.9 -0.197 0.0378 -0.405 -0.286 0.851 -0.031 12.2 1.03 9 -- --
127.97 0.527 2.89 -0.172 0.047 -0.34 -0.21 -- -0.0206 11.6 1.121 6 -- --
128.39 0.528 2.9 -0.205 0.0404 -0.401 -- 0.74 -0.0316 11.4 1.008 8 -- --
128.16 0.527 2.89 -0.18 0.0493 -0.346 -- -- -0.0212 12 1.119 6 -- --
128.49 0.528 2.9 -0.204 -- -0.392 -- 0.744 -0.0319 -- 1.027 8 -- --
131.81 0.538 2.89 -0.141 0.102 -- 0.0226 -- -0.034 5.65 -- -- -- --
131.81 0.538 2.89 -0.141 0.103 -- -- -- -0.034 5.79 -- -- -- --
128.3 0.528 2.89 -0.18 -- -0.333 -- -- -0.0222 -- 1.141 6 -- --
129 0.529 2.89 -- 0.0493 -0.329 -- -- -0.00183 11.9 1.168 6 -- --
132.36 0.538 2.9 -0.138 -- -- -- -- -0.0316 -- -- -- -- --
132.34 0.538 2.89 -- 0.101 -- -- -- -0.0183 5.86 -- -- -- --
129.15 0.529 2.89 -- -- -0.316 -- -- -0.00287 -- 1.142 6 -- --
132.86 0.538 2.89 -- -- -- -- -- -0.0163 -- -- -- -- --

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
1 113.87 humidity 60.0 1440 > th dose independent rect. 4 5
2 114.22 humidity 60.0 1440 > th dose independent rect. 23 10
3 114.51 humidity 60.0 1440 > th dose independent rect. 7 2
6 114.76 humidity 60.0 4320 < th dose independent rect. 8 1
19 114.76 humidity 60.0 90 < th dose independent rect. 18 15
20 114.76 humidity 60.0 90 < th dose dependent rect. 18 15
23 114.80 wind 1.0 10 < th dose independent rect. 6 1
26 114.82 humidity 60.0 30 < th dose independent rect. 17 17
51 114.86 humidity 60.0 1440 < th dose dependent rect. 8 1
52 114.86 humidity 60.0 10 < th dose dependent rect. 9 1
81 114.87 humidity 60.0 30 < th dose independent rect. 9 1
162 114.89 humidity 60.0 270 < th dose independent rect. 8 1
218 114.89 humidity 60.0 270 < th dose dependent rect. 8 1
276 114.92 wind 1.0 10 < th dose dependent rect. 8 2
315 115.01 humidity 60.0 1440 > th dose independent rect. 20 13
333 115.14 wind 1.0 10 < th dose independent rect. 8 2
335 115.14 wind 1.0 10 < th dose dependent rect. 8 15
364 115.30 radiation 40.0 30 > th dose dependent rect. 9 1
532 115.97 wind 1.0 10 < th dose independent rect. 8 15
563 117.06 radiation 40.0 10 > th dose dependent sin 12 NA
652 117.96 humidity 80.0 1440 > th dose independent rect. 1 1
660 118.05 humidity 80.0 720 < th dose independent rect. 1 1
665 118.05 humidity 80.0 720 < th dose dependent rect. 1 1
796 118.45 radiation 40.0 10 > th dose independent rect. 9 1
976 119.69 wind 1.0 10 < th dose dependent sin 21 NA
978 119.72 precipitation 0.1 270 > th dose independent rect. 2 1
979 119.72 precipitation 0.1 270 > th dose dependent rect. 2 1