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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.

Os06g0161400

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

Description : Protein of unknown function DUF1618 domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.33 (0.031) R2 : 0.418
β1 : -1.6 (0.118) R2dD : 0.271 R2D : -0.0142
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.06 (0.146) R2dE : 0.303 R2E : -0.0209
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.799 (0.0689) R2dN8 : 0.256 R2N8 : -0.0165
σ : 0.572
deviance : 151.09
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 11.11
memory length : 708
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
148.98 0.573 4.36 -1.81 0.0609 2.07 0.536 -1.35 -0.856 1.32 11.39 668 -- --
150.3 0.571 4.33 -1.58 0.0547 2.06 0.47 -- -0.792 1.54 9.505 670 -- --
150.1 0.571 4.35 -1.79 0.0639 2.07 -- -1.1 -0.848 1.81 11.95 665 -- --
151.03 0.572 4.33 -1.6 0.0458 2.05 -- -- -0.796 1.34 9.569 684 -- --
150.25 0.571 4.35 -1.79 -- 2.08 -- -1.06 -0.848 -- 11.58 690 -- --
202.62 0.667 4.27 -1.08 0.508 -- 0.304 -- -0.483 20.6 -- -- -- --
202.91 0.667 4.27 -1.09 0.508 -- -- -- -0.482 20.5 -- -- -- --
151.09 0.572 4.33 -1.6 -- 2.06 -- -- -0.799 -- 11.11 708 -- --
209.71 0.678 4.29 -- 0.676 1.51 -- -- -0.542 23 9.569 684 -- --
217.41 0.689 4.26 -1.09 -- -- -- -- -0.487 -- -- -- -- --
234.09 0.716 4.25 -- 0.513 -- -- -- -0.361 20.4 -- -- -- --
212 0.678 4.27 -- -- 1.46 -- -- -0.545 -- 14.7 641 -- --
248.73 0.736 4.23 -- -- -- -- -- -0.366 -- -- -- -- --

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
1 145.65 temperature 10 270 > th dose dependent rect. 4 23
4 146.48 temperature 15 270 > th dose dependent rect. 13 23
5 146.51 temperature 10 720 > th dose dependent rect. 5 20
8 146.74 temperature 10 720 > th dose dependent rect. 21 22
10 146.80 temperature 30 270 < th dose dependent rect. 8 22
17 147.30 temperature 10 720 > th dose dependent rect. 13 21
71 148.87 temperature 30 30 < th dose dependent rect. 9 23
90 149.25 temperature 10 720 > th dose dependent no NA NA
121 149.82 temperature 30 90 < th dose dependent rect. 19 23
128 149.97 temperature 30 720 < th dose dependent rect. 1 21
146 150.42 temperature 10 10 > th dose dependent no NA NA
157 150.68 temperature 30 10 < th dose dependent rect. 19 23
176 150.96 temperature 30 10 < th dose dependent rect. 17 23
188 151.19 temperature 30 10 < th dose dependent rect. 13 23
190 151.20 temperature 30 720 < th dose dependent rect. 23 23
191 151.25 temperature 30 270 < th dose dependent no NA NA
230 151.42 temperature 30 10 < th dose dependent rect. 11 23
231 151.43 temperature 10 1440 > th dose dependent rect. 4 16
237 151.44 temperature 10 1440 > th dose dependent rect. 1 19
245 151.46 temperature 30 10 < th dose dependent no NA NA
259 151.47 temperature 30 720 < th dose dependent rect. 17 23
328 151.55 temperature 10 1440 > th dose dependent sin 1 NA
543 151.83 temperature 10 1440 > th dose dependent sin 18 NA
597 151.93 temperature 30 10 < th dose dependent rect. 15 23
648 152.06 temperature 30 720 < th dose dependent rect. 12 23
674 152.12 temperature 30 30 < th dose dependent rect. 1 23
722 152.23 temperature 30 10 < th dose dependent rect. 3 23
872 152.56 temperature 15 10 > th dose dependent rect. 4 23
995 152.77 wind 9 43200 > th dose dependent rect. 17 4
998 152.78 wind 9 43200 > th dose dependent rect. 17 6