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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.

Os02g0457500

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

Description : Ankyrin repeat containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.67 (0.042) R2 : 0.111
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.841 (0.108) R2dC : -0.134 R2C : -0.0915
β3 : -3.02 (0.163) R2dE : 0.186 R2E : 0.246
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0795 (0.0912) R2dN8 : -0.003 R2N8 : 0.016
σ : 0.648
deviance : 191.61
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_____
C
peak time of C : 16.4
E
wheather : temperature
threshold : 11.29
memory length : 3104
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
179.54 0.63 5.57 1.31 0.622 -2.35 0.134 2.52 0.15 22.2 15.14 3692 -- --
184.73 0.633 5.65 0.761 0.621 -2.46 0.28 -- 0.00669 22.3 14.29 3729 -- --
179.61 0.624 5.57 1.3 0.621 -2.34 -- 2.56 0.151 22.2 15.23 3679 -- --
184.97 0.633 5.66 0.738 0.629 -2.43 -- -- -0.00485 22.3 10.94 3729 -- --
197.03 0.654 5.55 1.28 -- -2.19 -- 2.68 0.15 -- 14.76 3060 -- --
286.3 0.793 5.76 -0.295 0.468 -- 0.0855 -- -0.471 21.5 -- -- -- --
286.33 0.792 5.76 -0.298 0.469 -- -- -- -0.471 21.5 -- -- -- --
203.23 0.664 5.64 0.777 -- -2.25 -- -- -0.0163 -- 14.3 4399 -- --
191.61 0.648 5.67 -- 0.841 -3.02 -- -- -0.0795 16.4 11.29 3104 -- --
299.24 0.808 5.74 -0.295 -- -- -- -- -0.473 -- -- -- -- --
288.67 0.795 5.75 -- 0.468 -- -- -- -0.438 21.4 -- -- -- --
211.72 0.678 5.67 -- -- -1.94 -- -- -0.137 -- 13.59 3054 -- --
301.54 0.811 5.74 -- -- -- -- -- -0.44 -- -- -- -- --

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
1 173.64 temperature 20 270 > th dose dependent rect. 17 22
2 175.58 temperature 15 4320 > th dose dependent rect. 20 1
3 175.77 temperature 15 4320 > th dose dependent rect. 19 3
7 175.93 temperature 30 4320 < th dose dependent rect. 20 1
8 175.94 temperature 30 4320 < th dose dependent rect. 19 3
11 176.05 temperature 30 4320 < th dose dependent rect. 17 5
183 179.27 temperature 30 4320 < th dose dependent sin 15 NA
226 179.76 temperature 30 270 < th dose dependent rect. 21 22
233 179.83 temperature 15 4320 > th dose dependent sin 15 NA
667 182.17 temperature 20 720 > th dose dependent rect. 19 18
726 182.38 temperature 25 4320 < th dose independent rect. 12 16