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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.

Os06g0703700

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

Description : Similar to 26S proteasome non-ATPase regulatory subunit 14 (26S proteasome regulatory subunit rpn11).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.87 (0.013) R2 : 0.00171
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0241 (0.0273) R2dN8 : 0.00221 R2N8 : 0.00171
σ : 0.244
deviance : 27.32
__
_____
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 = precipitation, 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
20.92 0.215 2.88 -0.0419 0.0525 5.03 0.258 -16.4 0.0389 13.3 0.01557 8 -- --
26.52 0.242 2.87 -0.0261 0.0206 0.0633 0.45 -- 0.0206 14.1 1 14 -- --
20.82 0.212 2.88 -0.0346 0.0605 4.35 -- -14.6 0.0466 13.3 0.03321 5 -- --
27.15 0.244 2.87 -0.0127 0.0532 -0.00856 -- -- 0.0224 9.29 0.03321 5 -- --
20.96 0.213 2.88 -0.0219 -- 4.05 -- -13.9 0.0409 -- 0.008062 5 -- --
26.53 0.241 2.87 -0.0254 0.0204 -- 0.447 -- 0.0205 14.1 -- -- -- --
27.15 0.244 2.87 -0.0128 0.0532 -- -- -- 0.0224 9.29 -- -- -- --
27.07 0.242 2.87 -0.0205 -- 0.433 -- -- 0.025 -- 0.1124 5 -- --
26.9 0.242 2.86 -- 0.0547 0.439 -- -- 0.0272 9.68 0.4996 5 -- --
27.31 0.244 2.87 -0.013 -- -- -- -- 0.0226 -- -- -- -- --
27.15 0.244 2.87 -- 0.0532 -- -- -- 0.0238 9.31 -- -- -- --
27.08 0.242 2.87 -- -- 0.426 -- -- 0.0272 -- 0.3155 5 -- --
27.32 0.244 2.87 -- -- -- -- -- 0.0241 -- -- -- -- --

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 12.36 precipitation 0.1 90 > th dose independent rect. 1 2
2 12.36 precipitation 0.1 90 > th dose dependent rect. 1 2
3 12.37 precipitation 0.1 10 > th dose independent rect. 1 1
14 12.37 precipitation 0.1 10 > th dose dependent rect. 1 1
117 16.10 temperature 20.0 10 < th dose dependent rect. 2 1
132 17.19 wind 3.0 10 > th dose independent rect. 2 1
158 18.45 temperature 20.0 720 < th dose independent rect. 15 1
175 19.55 temperature 20.0 90 < th dose independent rect. 1 1
177 19.59 precipitation 0.1 10 > th dose independent sin 13 NA
187 19.67 precipitation 0.1 10 < th dose independent sin 13 NA
188 19.67 precipitation 0.1 10 < th dose dependent sin 13 NA
207 19.86 precipitation 0.1 10 > th dose dependent sin 12 NA
213 20.00 atmosphere 1005.0 10 < th dose independent rect. 1 1
228 20.06 temperature 20.0 720 < th dose dependent rect. 15 1
287 20.18 humidity 90.0 90 > th dose independent rect. 24 1
446 20.93 humidity 90.0 90 > th dose dependent rect. 24 1
512 21.21 humidity 90.0 10 > th dose dependent rect. 1 2
617 21.57 precipitation 0.1 10 > th dose independent no NA NA
618 21.57 precipitation 0.1 10 < th dose independent no NA NA
669 21.57 precipitation 0.1 10 < th dose dependent no NA NA
697 21.65 precipitation 0.1 10 > th dose dependent no NA NA
818 22.80 temperature 15.0 1440 < th dose independent rect. 2 1
821 22.81 temperature 20.0 30 < th dose dependent rect. 1 7
851 22.97 temperature 15.0 1440 < th dose dependent rect. 2 1
883 23.20 wind 3.0 90 < th dose independent rect. 1 1
960 23.48 atmosphere 1010.0 10 < th dose dependent rect. 1 2