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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.

Os09g0411600

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

Description : Protein prenyltransferase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.67 (0.035) R2 : 0.555
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.03 (0.106) R2dC : 0.131 R2C : 0.3
β3 : -1.58 (0.12) R2dE : 0.234 R2E : 0.415
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.248 (0.0738) R2dN8 : 0.0136 R2N8 : 0.0155
σ : 0.656
deviance : 198.21
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C
peak time of C : 19
E
wheather : temperature
threshold : 29
memory length : 357
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
182.39 0.635 3.73 -0.14 1.26 -2.29 1.91 8.46 0.352 18.8 29.8 328 -- --
183.31 0.631 3.66 0.632 1.18 -1.48 1.85 -- 0.338 18.9 29.19 353 -- --
189.14 0.641 3.7 0.0446 1.22 -2.1 -- 5.44 0.376 18.6 29.6 336 -- --
188.85 0.64 3.66 0.604 1.12 -1.49 -- -- 0.327 18.9 29.2 352 -- --
225.36 0.699 3.69 0.0794 -- -2.53 -- 2.99 0.132 -- 29.08 487 -- --
233.91 0.717 3.65 0.874 1.83 -- 2.18 -- 0.427 18.3 -- -- -- --
245.4 0.734 3.65 0.851 1.84 -- -- -- 0.435 18.2 -- -- -- --
219.02 0.689 3.67 0.436 -- -2.11 -- -- 0.122 -- 28.25 449 -- --
198.21 0.656 3.67 -- 1.03 -1.58 -- -- 0.248 19 29 357 -- --
421.39 0.959 3.61 0.799 -- -- -- -- 0.394 -- -- -- -- --
264.47 0.761 3.67 -- 1.83 -- -- -- 0.34 18.2 -- -- -- --
223.28 0.696 3.69 -- -- -2.18 -- -- 0.0694 -- 28.26 467 -- --
438.25 0.977 3.63 -- -- -- -- -- 0.306 -- -- -- -- --

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
1 177.66 temperature 25 270 > th dose dependent rect. 10 9
13 179.54 temperature 25 270 > th dose dependent sin 22 NA
41 181.48 temperature 20 10 > th dose dependent rect. 12 8
44 181.56 temperature 25 90 > th dose dependent sin 19 NA
53 181.92 temperature 25 270 > th dose dependent rect. 10 21
62 182.14 temperature 25 10 > th dose dependent sin 17 NA
70 182.28 temperature 25 270 > th dose dependent rect. 4 15
312 186.10 temperature 25 720 > th dose dependent rect. 5 8
346 186.43 temperature 25 270 > th dose dependent no NA NA
361 186.66 temperature 10 720 > th dose dependent rect. 6 8
372 187.01 temperature 30 270 > th dose independent sin 0 NA
373 187.01 temperature 30 270 < th dose dependent sin 21 NA
375 187.11 temperature 30 270 < th dose independent rect. 15 23
380 187.17 temperature 30 270 > th dose independent rect. 9 8
385 187.26 temperature 25 720 > th dose dependent rect. 10 3
432 187.64 temperature 30 270 < th dose dependent rect. 8 13
449 187.91 temperature 30 270 < th dose independent no NA NA
452 187.99 temperature 25 10 > th dose independent rect. 12 8
453 187.99 temperature 30 270 < th dose independent rect. 4 23
485 188.45 temperature 30 90 < th dose dependent sin 19 NA
541 188.91 temperature 30 270 > th dose independent no NA NA
648 189.07 temperature 25 720 > th dose dependent sin 5 NA
684 189.42 temperature 30 10 < th dose dependent rect. 11 16
698 189.60 temperature 30 10 < th dose dependent sin 18 NA
702 189.63 temperature 15 10 > th dose dependent rect. 3 17
703 189.64 temperature 30 270 < th dose independent rect. 13 23
756 190.34 temperature 30 270 < th dose independent sin 20 NA
910 191.62 temperature 10 720 > th dose dependent rect. 3 15