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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.

Os11g0591000

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.69 (0.0311) R2 : 0.342
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.579 (0.0803) R2dC : 0.0756 R2C : 0.069
β3 : 1.4 (0.102) R2dE : 0.288 R2E : 0.238
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.279 (0.0674) R2dN8 : 0.0345 R2N8 : -0.0249
σ : 0.578
deviance : 153.85
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_____
C
peak time of C : 6.84
E
wheather : temperature
threshold : 19.82
memory length : 1190
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
151.47 0.578 3.76 -0.652 0.56 1.46 0.0737 -1.76 -0.429 6.7 21.62 1242 -- --
152.98 0.576 3.7 -0.203 0.577 1.48 0.0952 -- -0.315 6.82 19.13 1200 -- --
151.4 0.573 3.76 -0.689 0.551 1.45 -- -1.96 -0.424 6.63 22.28 1271 -- --
153.01 0.576 3.7 -0.202 0.577 1.48 -- -- -0.314 6.83 19.13 1199 -- --
166.77 0.601 3.77 -0.714 -- 1.48 -- -2.01 -0.426 -- 22.57 1305 -- --
209.61 0.679 3.63 0.309 0.63 -- 0.474 -- 0.011 5.3 -- -- -- --
210.13 0.679 3.63 0.31 0.634 -- -- -- 0.00904 5.44 -- -- -- --
168.63 0.605 3.71 -0.195 -- 1.46 -- -- -0.311 -- 19.67 1306 -- --
153.85 0.578 3.69 -- 0.579 1.4 -- -- -0.279 6.84 19.82 1190 -- --
231.06 0.71 3.64 0.331 -- -- -- -- 0.0246 -- -- -- -- --
212.66 0.682 3.64 -- 0.639 -- -- -- -0.0255 5.42 -- -- -- --
169.45 0.606 3.71 -- -- 1.37 -- -- -0.274 -- 20.27 1304 -- --
233.95 0.714 3.65 -- -- -- -- -- -0.0121 -- -- -- -- --

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
1 152.36 temperature 25 1440 > th dose dependent rect. 10 10
6 152.46 temperature 20 1440 > th dose dependent rect. 4 20
20 152.56 temperature 20 1440 > th dose dependent rect. 17 22
28 152.58 temperature 20 1440 > th dose dependent rect. 13 23
54 152.67 temperature 25 1440 > th dose dependent rect. 11 4
55 152.68 temperature 25 1440 > th dose dependent sin 21 NA
59 152.69 temperature 20 1440 > th dose dependent no NA NA
229 153.18 temperature 20 1440 > th dose dependent sin 4 NA
254 153.22 temperature 20 1440 > th dose dependent rect. 17 5
289 153.34 temperature 20 1440 > th dose dependent rect. 16 7
298 153.35 temperature 20 1440 > th dose dependent rect. 2 13
333 153.42 temperature 20 1440 > th dose dependent rect. 19 2
588 154.40 temperature 20 1440 > th dose dependent rect. 5 4
615 154.49 temperature 20 1440 > th dose dependent rect. 6 2