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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.

Os05g0172500

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

Description : Cyclin-like F-box domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.44 (0.0319) R2 : 0.774
β1 : 0.858 (0.117) R2dD : 0.0276 R2D : 0.0319
β2 : -- (--) R2dC : -- R2C : --
β3 : 3.86 (0.105) R2dE : 0.678 R2E : 0.711
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.563 (0.0682) R2dN8 : 0.0474 R2N8 : 0.0437
σ : 0.596
deviance : 163.66
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 2.084
memory length : 417
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 5.6
open length of G : 19.5

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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 = rect.)

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
154.98 0.585 5.44 1.01 1.4 2.67 0.07 0.891 0.632 19 8.856 271 6.12 21
155.41 0.581 5.46 0.961 1.35 2.71 0.325 -- 0.606 18.9 7.898 280 6.07 20.9
154.79 0.579 5.44 1.03 1.35 2.7 -- 1.08 0.646 19 8.453 274 6.16 20.9
155.73 0.581 5.45 0.941 1.36 2.67 -- -- 0.624 19 9.099 270 6.3 20.7
174.65 0.616 5.45 0.795 -- 3.79 -- 1.64 0.512 -- 4.258 377 5.96 20.3
230.44 0.712 5.43 1.39 2.82 -- 0.926 -- 0.834 18.3 -- -- -- --
232.56 0.714 5.43 1.38 2.82 -- -- -- 0.837 18.3 -- -- -- --
163.66 0.596 5.44 0.858 -- 3.86 -- -- 0.563 -- 2.084 417 5.6 19.5
176.43 0.619 5.47 -- 1.15 3.07 -- -- 0.498 19.1 9.218 277 6.27 20.8
646.46 1.19 5.38 1.31 -- -- -- -- 0.776 -- -- -- -- --
282.97 0.787 5.47 -- 2.81 -- -- -- 0.683 18.3 -- -- -- --
180.47 0.626 5.45 -- -- 3.96 -- -- 0.485 -- 6.845 404 6.09 18.7
691.53 1.23 5.41 -- -- -- -- -- 0.631 -- -- -- -- --

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
1 155.41 temperature 10 270 > th dose dependent rect. 6 21
8 160.81 temperature 30 270 < th dose dependent rect. 1 20
15 161.58 temperature 15 10 > th dose dependent rect. 8 21
19 163.11 temperature 30 90 < th dose dependent rect. 3 20
66 168.49 temperature 15 270 > th dose dependent rect. 18 22
70 169.24 temperature 30 10 < th dose dependent rect. 5 17
126 172.51 temperature 15 270 > th dose dependent rect. 22 15
127 172.53 temperature 15 270 > th dose dependent rect. 21 17
134 172.80 temperature 30 90 < th dose dependent rect. 3 23
170 174.25 temperature 30 90 < th dose dependent rect. 11 23
192 175.14 temperature 30 90 < th dose dependent rect. 15 20
193 175.23 temperature 30 270 < th dose dependent rect. 13 21
200 175.52 temperature 30 90 < th dose dependent rect. 15 22
215 176.07 temperature 30 270 < th dose dependent rect. 9 23
224 176.32 temperature 30 90 < th dose dependent no NA NA
248 176.98 temperature 15 90 > th dose dependent rect. 21 23
263 177.34 temperature 10 90 > th dose dependent no NA NA
269 177.51 temperature 30 10 < th dose dependent rect. 1 23
337 178.99 temperature 30 30 < th dose dependent rect. 9 23
346 179.24 temperature 25 270 < th dose independent rect. 2 20
368 179.71 temperature 15 10 > th dose dependent rect. 21 23
407 180.38 temperature 10 270 > th dose dependent sin 7 NA
410 180.39 temperature 30 30 < th dose dependent rect. 19 23
497 181.59 temperature 10 270 > th dose dependent rect. 7 9
537 182.19 temperature 30 270 < th dose dependent sin 7 NA
575 182.66 temperature 10 90 > th dose dependent sin 3 NA
605 183.16 temperature 25 4320 < th dose dependent rect. 21 1
668 184.04 temperature 30 270 < th dose dependent rect. 2 9
699 184.35 temperature 30 90 < th dose dependent sin 1 NA
734 184.68 temperature 25 270 > th dose independent rect. 7 20
775 185.10 temperature 20 4320 < th dose independent rect. 18 8
831 185.43 temperature 15 10 > th dose dependent rect. 23 17
834 185.46 temperature 20 4320 < th dose independent rect. 13 13
846 185.50 temperature 10 4320 > th dose dependent rect. 21 4
882 185.68 temperature 10 4320 > th dose dependent rect. 21 2
886 185.71 temperature 20 4320 > th dose independent rect. 18 8
921 185.88 temperature 25 270 < th dose independent rect. 15 20
937 185.94 temperature 20 270 > th dose independent rect. 21 17
939 185.94 temperature 10 4320 > th dose dependent rect. 24 1
952 186.00 temperature 20 4320 > th dose independent rect. 13 13
955 186.01 temperature 20 4320 > th dose independent rect. 15 11