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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.

Os06g0161900

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

Description : Protein of unknown function DUF569 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.1 (0.0395) R2 : 0.71
β1 : 1.48 (0.178) R2dD : 0.102 R2D : -0.0227
β2 : 2.08 (0.0774) R2dC : 0.463 R2C : 0.418
β3 : -2.4 (0.18) R2dE : 0.257 R2E : 0.0993
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -6.32 (0.596) R2dD*E : 0.252 R2D*E : -0.383
γ1 : 0.573 (0.0832) R2dN8 : 0.058 R2N8 : 0.0375
σ : 0.609
deviance : 171.04
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_____
C
peak time of C : 23.3
E
wheather : temperature
threshold : 24.74
memory length : 4455
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
158.9 0.592 5.1 1.45 2.07 -2.41 -1.69 -6.43 0.577 23.3 24.78 4415 -- --
187.64 0.638 5.31 0.317 2.01 -1.67 -1.71 -- 0.38 23.3 73.36 3517 -- --
171.04 0.609 5.1 1.48 2.08 -2.4 -- -6.32 0.573 23.3 24.74 4455 -- --
199.81 0.658 5.3 0.458 2.04 -1.52 -- -- 0.382 23.3 79.54 2881 -- --
404.69 0.937 5.11 1.6 -- -2.49 -- -5.87 0.494 -- 29.5 2373 -- --
235.02 0.719 5.24 1.02 2.11 -- -1.66 -- 0.69 23.4 -- -- -- --
246.79 0.736 5.23 1.09 2.11 -- -- -- 0.695 23.5 -- -- -- --
386.3 0.915 5.31 0.363 -- -3 -- -- 0.167 -- 30.9 871 -- --
203.9 0.665 5.32 -- 2.03 -1.81 -- -- 0.312 23.5 124.9 5109 -- --
527.07 1.07 5.18 1.14 -- -- -- -- 0.718 -- -- -- -- --
278.02 0.78 5.26 -- 2.13 -- -- -- 0.574 23.5 -- -- -- --
388.33 0.918 5.32 -- -- -3.09 -- -- 0.128 -- 31.44 892 -- --
561.64 1.11 5.21 -- -- -- -- -- 0.591 -- -- -- -- --

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
1 148.86 temperature 10 4320 > th dose dependent rect. 23 2
2 148.93 temperature 30 4320 < th dose dependent rect. 23 2
25 149.55 temperature 10 4320 > th dose dependent rect. 22 9
27 149.57 temperature 30 4320 < th dose dependent rect. 22 9
181 151.11 temperature 20 14400 < th dose dependent rect. 4 2
281 152.11 temperature 25 4320 < th dose dependent sin 10 NA
324 152.50 temperature 10 4320 > th dose dependent sin 11 NA
717 155.70 temperature 25 43200 < th dose independent rect. 19 1
821 156.32 temperature 25 43200 > th dose independent rect. 18 3
956 157.17 temperature 20 43200 > th dose independent rect. 22 1