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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.

Os08g0159700

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

Description : Protein of unknown function DUF296 domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.23 (0.046) R2 : 0.0164
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.267 (0.0969) R2dN8 : 0.0211 R2N8 : 0.0164
σ : 0.867
deviance : 344.69
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
318.36 0.838 3.39 0.0796 0.3 3.09 -0.047 7.41 -0.217 12.9 20 4836 -- --
338.44 0.863 3.22 0.000692 0.317 0.0621 0.00197 -- -0.262 12.8 14.49 1880 -- --
318.34 0.831 3.39 0.0913 0.291 3.2 -- 7.61 -0.215 12.9 19.87 4829 -- --
332.05 0.849 3.2 0.194 0.324 0.61 -- -- -0.15 13.4 35.86 1817 -- --
322.31 0.836 3.45 0.214 -- 5.63 -- 12.6 -0.257 -- 17.86 3694 -- --
338.45 0.862 3.22 -0.00195 0.316 -- 0.00935 -- -0.262 12.8 -- -- -- --
338.45 0.862 3.22 -0.0016 0.316 -- -- -- -0.262 12.8 -- -- -- --
336.11 0.854 3.2 0.23 -- 0.639 -- -- -0.138 -- 35.01 2545 -- --
332.92 0.85 3.21 -- 0.307 0.534 -- -- -0.182 13.1 48.26 1800 -- --
344.69 0.868 3.23 -0.0131 -- -- -- -- -0.268 -- -- -- -- --
338.45 0.861 3.22 -- 0.316 -- -- -- -0.262 12.8 -- -- -- --
336.76 0.855 3.21 -- -- 0.649 -- -- -0.177 -- 51.25 1064 -- --
344.69 0.867 3.23 -- -- -- -- -- -0.267 -- -- -- -- --

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
1 306.79 atmosphere 1010 43200 > th dose dependent rect. 10 1
2 306.82 atmosphere 1000 43200 > th dose dependent rect. 6 1
5 306.93 atmosphere 1000 43200 > th dose dependent rect. 10 1
7 307.06 atmosphere 1000 43200 > th dose dependent rect. 2 1
10 307.08 atmosphere 1000 43200 > th dose dependent rect. 2 5
19 307.12 atmosphere 1000 43200 > th dose dependent rect. 2 9
32 307.17 atmosphere 1000 43200 > th dose dependent rect. 6 5
72 307.25 wind 3 43200 < th dose independent rect. 17 1
90 307.29 atmosphere 1000 43200 > th dose dependent sin 6 NA
168 307.44 atmosphere 1010 43200 > th dose independent rect. 18 1
223 307.51 radiation 20 43200 > th dose independent rect. 16 15
259 307.55 atmosphere 1010 43200 > th dose dependent rect. 6 1
295 307.59 atmosphere 1010 43200 > th dose dependent sin 4 NA
331 307.62 atmosphere 1010 43200 < th dose independent rect. 18 1
333 307.62 atmosphere 1010 43200 > th dose dependent rect. 2 1
359 307.64 atmosphere 1000 43200 > th dose dependent no NA NA
360 307.64 atmosphere 1000 43200 > th dose dependent rect. 22 1
362 307.64 atmosphere 1010 43200 > th dose dependent rect. 2 5
371 307.64 atmosphere 1000 43200 > th dose dependent rect. 2 23
407 307.66 atmosphere 1000 43200 > th dose dependent rect. 5 23
409 307.66 atmosphere 1000 43200 > th dose dependent rect. 9 23
506 307.73 wind 3 43200 > th dose independent rect. 17 1
691 307.87 atmosphere 1010 43200 > th dose dependent no NA NA
710 307.88 atmosphere 1010 43200 > th dose dependent rect. 5 23
712 307.88 atmosphere 1010 43200 > th dose dependent rect. 8 23
815 307.97 atmosphere 1015 43200 < th dose dependent rect. 3 1
926 308.08 radiation 30 43200 > th dose independent rect. 15 17
996 308.16 atmosphere 1015 43200 < th dose dependent rect. 6 1