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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.

Os04g0174900

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

Description : Phospholipase/Carboxylesterase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.32 (0.0465) R2 : 0.24
β1 : 1.34 (0.182) R2dD : 0.111 R2D : -0.023
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.17 (0.191) R2dE : 0.284 R2E : 0.124
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.302 (0.106) R2dN8 : 0.0216 R2N8 : -0.0421
σ : 0.853
deviance : 335.09
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 31.66
memory length : 2320
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
334.61 0.859 3.32 1.21 0.164 2.36 0.504 0.143 0.3 8.34 31.25 1428 -- --
334.62 0.852 3.31 1.24 0.165 2.35 0.5 -- 0.3 8.34 31.5 1428 -- --
335.37 0.853 3.32 1.22 0.169 2.35 -- 0.172 0.299 8.5 31.4 1446 -- --
335.12 0.853 3.31 1.26 0.172 2.34 -- -- 0.303 10.5 31.62 1520 -- --
334.98 0.852 3.33 1.25 -- 2.17 -- 0.354 0.297 -- 30.96 2335 -- --
426.71 0.968 3.42 0.49 0.209 -- 0.375 -- -0.176 10.7 -- -- -- --
427.22 0.968 3.42 0.507 0.208 -- -- -- -0.173 11.5 -- -- -- --
335.09 0.853 3.32 1.34 -- 2.17 -- -- 0.302 -- 31.66 2320 -- --
370 0.901 3.36 -- 0.849 2.17 -- -- 0.0814 13.6 31.62 1520 -- --
429.94 0.969 3.43 0.501 -- -- -- -- -0.176 -- -- -- -- --
433.99 0.974 3.43 -- 0.203 -- -- -- -0.23 11.3 -- -- -- --
371.03 0.897 3.37 -- -- 1.86 -- -- 0.0675 -- 31.7 1128 -- --
436.57 0.975 3.44 -- -- -- -- -- -0.231 -- -- -- -- --

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
1 333.19 temperature 10 1440 > th dose dependent sin 9 NA
5 333.29 temperature 30 1440 < th dose dependent rect. 1 1
8 333.33 temperature 10 1440 > th dose dependent rect. 1 1
13 333.45 temperature 30 1440 < th dose dependent sin 10 NA
17 333.52 temperature 10 1440 > th dose dependent rect. 21 17
24 333.61 temperature 30 1440 < th dose dependent rect. 17 15
26 333.63 temperature 30 1440 < th dose dependent rect. 24 3
28 333.64 temperature 10 1440 > th dose dependent rect. 17 15
40 333.73 temperature 30 1440 < th dose dependent rect. 24 9
49 333.76 temperature 10 1440 > th dose dependent rect. 24 9
51 333.76 temperature 10 1440 > th dose dependent rect. 22 11
65 333.83 temperature 30 1440 < th dose dependent rect. 13 19
67 333.84 temperature 30 1440 < th dose dependent rect. 17 11
86 333.89 temperature 10 1440 > th dose dependent rect. 17 11
149 334.03 temperature 10 1440 > th dose dependent rect. 17 21
169 334.07 temperature 10 1440 > th dose dependent rect. 13 18
215 334.18 temperature 30 1440 < th dose dependent rect. 17 21
222 334.20 temperature 30 1440 < th dose dependent rect. 22 5
235 334.24 temperature 10 1440 > th dose dependent rect. 22 5
268 334.30 temperature 30 1440 < th dose dependent rect. 20 18
280 334.34 temperature 10 1440 > th dose dependent rect. 21 7
310 334.38 temperature 10 1440 > th dose dependent rect. 11 20
418 334.63 temperature 30 1440 < th dose dependent rect. 20 22
536 334.90 temperature 30 1440 < th dose dependent no NA NA
641 335.18 temperature 10 1440 > th dose dependent no NA NA