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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.

Os05g0590000

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

Description : Peptidase A1, pepsin family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.47 (0.0358) R2 : 0.464
β1 : 1.54 (0.134) R2dD : 0.174 R2D : 0.0919
β2 : 1.14 (0.0848) R2dC : 0.218 R2C : 0.141
β3 : -1.37 (0.106) R2dE : 0.257 R2E : 0.0684
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.144 (0.0822) R2dN8 : 0.00576 R2N8 : -0.0301
σ : 0.655
deviance : 197.83
__
_____
C
peak time of C : 0.836
E
wheather : temperature
threshold : 22
memory length : 1037
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
198.65 0.662 5.5 1.42 1.03 -1.64 0.348 -1.11 0.0701 1.14 21.4 1323 -- --
197.29 0.654 5.47 1.57 1.14 -1.37 0.36 -- 0.143 0.864 22.01 1037 -- --
199.15 0.657 5.5 1.42 1.03 -1.64 -- -1.06 0.0707 1.16 21.4 1325 -- --
197.83 0.655 5.47 1.54 1.14 -1.37 -- -- 0.144 0.836 22 1037 -- --
248.64 0.738 5.51 1.14 -- -1.09 -- -0.935 -0.0568 -- 21.76 1685 -- --
270.17 0.771 5.57 1.06 0.936 -- 0.42 -- -0.301 1.09 -- -- -- --
270.9 0.771 5.57 1.05 0.935 -- -- -- -0.303 1.1 -- -- -- --
249.07 0.738 5.49 1.35 -- -1.08 -- -- 0.0176 -- 22 1037 -- --
252.99 0.741 5.53 -- 1.12 -1 -- -- -0.111 0.894 22.37 974 -- --
325.17 0.843 5.55 1.08 -- -- -- -- -0.284 -- -- -- -- --
299.68 0.81 5.59 -- 0.953 -- -- -- -0.419 1.14 -- -- -- --
296.07 0.804 5.52 -- -- -0.934 -- -- -0.155 -- 22.4 1617 -- --
355.98 0.881 5.58 -- -- -- -- -- -0.404 -- -- -- -- --

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
1 199.99 temperature 25 1440 < th dose dependent rect. 21 2
10 200.65 temperature 15 1440 > th dose dependent rect. 21 5
13 200.79 temperature 20 1440 < th dose independent rect. 5 2
15 200.79 temperature 15 1440 > th dose dependent rect. 20 9
21 200.88 temperature 25 1440 < th dose dependent rect. 20 9
22 200.88 temperature 25 720 < th dose dependent rect. 12 19
66 201.21 temperature 25 720 < th dose dependent rect. 15 16
76 201.34 temperature 20 1440 > th dose independent rect. 5 2
79 201.38 temperature 20 1440 < th dose independent rect. 3 4
127 201.82 temperature 20 1440 > th dose independent rect. 22 9
159 202.05 temperature 20 1440 < th dose independent rect. 22 9
162 202.09 temperature 20 1440 > th dose independent rect. 3 4
176 202.19 temperature 25 1440 < th dose dependent sin 12 NA
280 203.02 temperature 25 1440 < th dose dependent rect. 1 1
307 203.19 temperature 15 1440 > th dose dependent rect. 1 1
335 203.44 temperature 15 1440 > th dose dependent rect. 1 5
341 203.46 temperature 10 1440 > th dose dependent rect. 4 1
419 204.00 temperature 25 1440 < th dose dependent rect. 4 1
437 204.12 temperature 25 720 < th dose dependent rect. 1 23
447 204.17 temperature 25 720 < th dose dependent rect. 16 23
456 204.20 temperature 25 720 < th dose dependent no NA NA
571 204.72 temperature 20 1440 > th dose independent sin 9 NA
591 204.83 temperature 20 1440 > th dose independent rect. 3 1
637 205.13 temperature 25 720 < th dose dependent rect. 21 23
663 205.29 temperature 20 1440 < th dose independent sin 9 NA
711 205.49 temperature 15 1440 > th dose dependent sin 11 NA
916 206.47 temperature 20 4320 > th dose independent rect. 22 1