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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.

Os01g0795700

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 : 4.31 (0.0425) R2 : 0.521
β1 : 0.88 (0.159) R2dD : 0.0371 R2D : -0.0319
β2 : 1.91 (0.0999) R2dC : 0.383 R2C : 0.352
β3 : -1.59 (0.142) R2dE : 0.176 R2E : 0.00272
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.774 (0.0995) R2dN8 : 0.109 R2N8 : -0.0297
σ : 0.771
deviance : 274.17
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_____
C
peak time of C : 1.95
E
wheather : temperature
threshold : 25.78
memory length : 1539
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
273.3 0.777 4.28 1.19 1.94 -1.63 -0.218 1.02 0.853 1.99 25.87 1492 -- --
273.98 0.771 4.31 0.876 1.9 -1.59 -0.211 -- 0.778 1.97 25.8 1539 -- --
273.48 0.77 4.28 1.18 1.94 -1.63 -- 0.985 0.852 1.98 25.88 1492 -- --
274.17 0.771 4.31 0.88 1.91 -1.59 -- -- 0.774 1.95 25.78 1539 -- --
391.42 0.926 4.33 0.635 -- -1.28 -- -0.295 0.655 -- 25.8 1712 -- --
349.39 0.876 4.43 0.332 1.88 -- -0.29 -- 0.251 2.05 -- -- -- --
349.71 0.876 4.43 0.341 1.88 -- -- -- 0.253 2.04 -- -- -- --
391.42 0.925 4.33 0.693 -- -1.28 -- -- 0.662 -- 25.78 1539 -- --
293.31 0.798 4.32 -- 1.92 -1.38 -- -- 0.676 1.93 25.8 1558 -- --
562.74 1.11 4.41 0.419 -- -- -- -- 0.297 -- -- -- -- --
352.77 0.879 4.43 -- 1.89 -- -- -- 0.215 2.04 -- -- -- --
403.94 0.939 4.34 -- -- -1.25 -- -- 0.575 -- 25.78 1539 -- --
567.38 1.11 4.42 -- -- -- -- -- 0.251 -- -- -- -- --

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
1 266.12 temperature 25 43200 < th dose dependent rect. 20 2
15 266.34 temperature 15 43200 > th dose dependent rect. 19 4
214 266.76 temperature 25 43200 < th dose dependent sin 13 NA
237 266.79 temperature 15 43200 > th dose dependent sin 13 NA
287 266.86 temperature 25 43200 < th dose dependent rect. 2 3
316 266.90 temperature 10 43200 > th dose dependent rect. 2 3
851 267.43 temperature 25 43200 < th dose dependent no NA NA
915 267.48 temperature 25 43200 < th dose dependent rect. 1 23
981 267.54 temperature 15 43200 > th dose dependent no NA NA