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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.

Os07g0661500

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

Description : DDT domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.3 (0.0366) R2 : 0.307
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 2 (0.145) R2dE : 0.289 R2E : 0.292
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.217 (0.0772) R2dN8 : 0.0156 R2N8 : 0.0183
σ : 0.688
deviance : 218.22
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 25.7
memory length : 10
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
198.76 0.662 3.24 0.777 0.419 1.62 0.454 3.1 0.324 8.83 25.26 12 -- --
202.5 0.663 3.28 0.44 0.408 1.89 0.617 -- 0.263 8.94 25.68 16 -- --
199.42 0.658 3.24 0.816 0.418 1.58 -- 3.28 0.329 9 25.23 12 -- --
203.77 0.665 3.28 0.455 0.41 1.89 -- -- 0.265 8.81 25.65 16 -- --
209.07 0.677 3.26 0.797 -- 1.64 -- 3.12 0.327 -- 25.23 12 -- --
253.69 0.747 3.26 0.702 0.79 -- 0.898 -- 0.362 12.9 -- -- -- --
257.09 0.751 3.26 0.735 0.788 -- -- -- 0.367 12.9 -- -- -- --
212.92 0.68 3.29 0.494 -- 1.95 -- -- 0.284 -- 25.7 10 -- --
208.89 0.673 3.3 -- 0.426 2 -- -- 0.179 8.13 25.27 16 -- --
295.85 0.804 3.27 0.705 -- -- -- -- 0.352 -- -- -- -- --
271.31 0.77 3.28 -- 0.777 -- -- -- 0.285 12.8 -- -- -- --
218.22 0.688 3.3 -- -- 2 -- -- 0.217 -- 25.7 10 -- --
308.98 0.82 3.29 -- -- -- -- -- 0.274 -- -- -- -- --

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
1 196.33 temperature 25 10 > th dose dependent rect. 5 14
5 196.59 temperature 25 10 > th dose dependent rect. 24 19
9 197.12 temperature 20 270 > th dose dependent rect. 4 12
37 198.01 temperature 25 10 > th dose dependent sin 21 NA
55 198.57 temperature 25 10 > th dose dependent rect. 5 20
86 198.96 temperature 25 10 > th dose dependent no NA NA
93 198.99 temperature 10 10 > th dose dependent sin 22 NA
134 199.66 temperature 25 10 > th dose dependent rect. 11 23
188 200.27 temperature 25 10 > th dose dependent rect. 13 23
210 200.67 temperature 25 10 > th dose dependent rect. 9 23
261 201.72 temperature 25 10 > th dose dependent rect. 17 23
264 201.82 temperature 10 270 > th dose dependent sin 1 NA
296 202.28 temperature 25 10 > th dose dependent rect. 15 23
316 202.57 temperature 20 720 > th dose dependent rect. 5 3
485 204.95 temperature 30 90 < th dose independent sin 23 NA
515 205.39 temperature 30 90 > th dose independent sin 23 NA
538 205.91 temperature 30 270 > th dose independent rect. 8 8
571 206.10 temperature 30 270 < th dose independent sin 3 NA
585 206.31 temperature 30 270 > th dose independent sin 3 NA
642 207.46 temperature 30 30 < th dose independent rect. 1 23
701 208.41 temperature 30 90 < th dose independent no NA NA
706 208.43 temperature 25 90 > th dose dependent rect. 11 7
708 208.47 temperature 30 90 > th dose independent no NA NA
807 208.58 temperature 30 90 < th dose independent rect. 16 23
811 208.69 temperature 30 30 < th dose independent rect. 3 23
936 209.70 temperature 30 90 > th dose independent rect. 11 23
937 209.70 temperature 30 10 < th dose dependent sin 22 NA
956 210.03 temperature 30 90 < th dose independent rect. 13 23
964 210.14 temperature 30 720 < th dose dependent rect. 7 2
994 210.25 temperature 30 30 < th dose independent rect. 9 23