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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.

Os03g0716200

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.83 (0.0381) R2 : 0.682
β1 : 1.05 (0.141) R2dD : 0.0417 R2D : 0.0772
β2 : 1.36 (0.102) R2dC : 0.135 R2C : 0.246
β3 : 3.12 (0.15) R2dE : 0.364 R2E : 0.499
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.127 (0.0841) R2dN8 : 0.00232 R2N8 : -0.00701
σ : 0.706
deviance : 229.68
__
_____
C
peak time of C : 18.8
E
wheather : temperature
threshold : 21.2
memory length : 53
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
215.05 0.689 4.81 1.35 1.44 3.16 2.2 1.65 -0.0826 19.1 20.21 28 -- --
217.22 0.686 4.84 1.08 1.38 3.16 2.23 -- -0.139 18.9 20.54 46 -- --
226.71 0.701 4.8 1.31 1.4 3.04 -- 1.72 -0.0552 18.7 20.11 56 -- --
229.68 0.706 4.83 1.05 1.36 3.12 -- -- -0.127 18.8 21.2 53 -- --
275.96 0.774 4.78 1.23 -- 3.51 -- 1.72 -0.0616 -- 23.17 223 -- --
369.5 0.901 4.72 1.71 2.22 -- 2.52 -- 0.384 17.1 -- -- -- --
385.26 0.919 4.72 1.72 2.24 -- -- -- 0.396 17 -- -- -- --
276.31 0.774 4.8 0.995 -- 3.7 -- -- -0.118 -- 23.3 227 -- --
255.64 0.745 4.87 -- 1.25 3.48 -- -- -0.304 19.1 20.09 78 -- --
648.56 1.19 4.69 1.64 -- -- -- -- 0.339 -- -- -- -- --
462.98 1.01 4.76 -- 2.21 -- -- -- 0.205 17 -- -- -- --
299.99 0.807 4.83 -- -- 3.85 -- -- -0.274 -- 23.01 227 -- --
719.18 1.25 4.73 -- -- -- -- -- 0.158 -- -- -- -- --

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
1 212.01 temperature 20 10 > th dose dependent rect. 7 23
6 215.25 temperature 20 30 > th dose dependent no NA NA
14 220.15 temperature 20 90 > th dose dependent rect. 2 23
17 220.43 temperature 20 10 > th dose dependent rect. 3 23
33 222.36 temperature 20 90 > th dose dependent rect. 7 18
44 224.10 temperature 20 10 > th dose dependent rect. 23 23
47 224.41 temperature 20 10 > th dose dependent rect. 21 23
49 224.55 temperature 20 90 > th dose dependent rect. 21 23
53 224.73 temperature 20 10 > th dose dependent rect. 13 23
59 225.30 temperature 20 270 > th dose dependent rect. 16 23
144 231.44 temperature 20 10 > th dose dependent rect. 17 23
179 234.85 temperature 30 270 < th dose dependent rect. 24 23
184 235.14 temperature 30 10 < th dose dependent rect. 1 23
203 235.90 temperature 30 4320 < th dose dependent rect. 20 2
208 236.02 temperature 30 90 < th dose dependent rect. 9 23
209 236.08 temperature 10 4320 > th dose dependent rect. 20 2
229 236.63 temperature 30 90 < th dose dependent no NA NA
242 236.86 temperature 30 30 < th dose dependent rect. 11 23
247 237.19 temperature 30 10 < th dose dependent rect. 13 23
254 237.37 temperature 30 30 < th dose dependent rect. 15 23
266 237.62 temperature 20 4320 > th dose dependent rect. 17 8
372 239.44 temperature 30 30 < th dose dependent rect. 19 23
376 239.49 temperature 30 30 < th dose dependent rect. 17 23
449 240.50 temperature 20 10 > th dose dependent rect. 15 23
466 240.73 temperature 20 4320 > th dose dependent rect. 24 1
477 240.92 temperature 30 30 < th dose dependent rect. 21 23
479 240.93 temperature 20 4320 > th dose dependent rect. 17 16
509 241.38 temperature 20 4320 > th dose dependent sin 13 NA
822 244.14 temperature 30 90 < th dose dependent rect. 3 23
930 244.78 temperature 10 4320 > th dose dependent sin 15 NA