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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.

Os02g0702400

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

Description : Pectinacetylesterase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.75 (0.035) R2 : 0.586
β1 : -2.24 (0.131) R2dD : 0.302 R2D : 0.0186
β2 : 1.11 (0.0879) R2dC : 0.145 R2C : 0.0898
β3 : -1.81 (0.105) R2dE : 0.347 R2E : -0.0143
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.1 (0.081) R2dN8 : 0.276 R2N8 : -0.103
σ : 0.638
deviance : 187.77
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_____
C
peak time of C : 4.52
E
wheather : temperature
threshold : 22.23
memory length : 1485
response mode : < th
dose dependency : dose independent
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 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
186.14 0.641 5.76 -2.33 1.1 -1.73 1.04 0.413 -1.13 4.48 22.51 1487 -- --
184.58 0.633 5.75 -2.23 1.1 -1.81 1.08 -- -1.1 4.47 22.21 1485 -- --
188.08 0.639 5.77 -2.34 1.11 -1.76 -- 0.368 -1.13 4.61 22.3 1456 -- --
187.77 0.638 5.75 -2.24 1.11 -1.81 -- -- -1.1 4.52 22.23 1485 -- --
249.49 0.736 5.76 -2.2 -- -1.87 -- -0.0293 -1.09 -- 22.27 1325 -- --
307.07 0.822 5.61 -1.58 1.17 -- 1.06 -- -0.481 4.41 -- -- -- --
310.1 0.825 5.61 -1.59 1.17 -- -- -- -0.487 4.44 -- -- -- --
249.49 0.736 5.76 -2.21 -- -1.87 -- -- -1.09 -- 22.28 1329 -- --
305.8 0.814 5.67 -- 1.06 -1.23 -- -- -0.73 4.7 22.82 1356 -- --
383.99 0.916 5.62 -1.54 -- -- -- -- -0.456 -- -- -- -- --
376.34 0.907 5.57 -- 1.14 -- -- -- -0.31 4.47 -- -- -- --
364.41 0.889 5.68 -- -- -1.31 -- -- -0.736 -- 22.82 1269 -- --
446.49 0.986 5.58 -- -- -- -- -- -0.285 -- -- -- -- --

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
1 192.15 temperature 25 1440 < th dose dependent rect. 16 20
4 192.34 temperature 10 1440 > th dose dependent rect. 17 14
8 192.41 temperature 30 1440 < th dose dependent rect. 16 15
72 193.00 temperature 30 1440 < th dose dependent sin 13 NA
76 193.01 temperature 25 1440 < th dose dependent rect. 9 22
102 193.13 temperature 25 1440 < th dose dependent rect. 3 23
104 193.14 temperature 25 1440 < th dose dependent rect. 17 8
109 193.16 temperature 10 1440 > th dose dependent sin 12 NA
110 193.16 temperature 10 1440 > th dose dependent rect. 18 6
139 193.26 temperature 25 1440 < th dose dependent rect. 18 6
146 193.26 temperature 25 1440 < th dose dependent rect. 1 23
147 193.27 temperature 25 1440 < th dose dependent no NA NA
211 193.51 temperature 25 1440 < th dose dependent rect. 20 23
878 196.64 temperature 30 1440 < th dose dependent rect. 3 5
887 196.68 temperature 10 1440 > th dose dependent rect. 4 3
949 196.97 temperature 10 1440 > th dose dependent no NA NA