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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.

Os10g0139600

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 : 4.96 (0.0319) R2 : 0.696
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.733 (0.086) R2dC : 0.0647 R2C : 0.0204
β3 : -0.611 (0.0709) R2dE : 0.0802 R2E : 0.18
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.49 (0.0739) R2dN8 : 0.454 R2N8 : 0.487
σ : 0.579
deviance : 154.47
__
_____
C
peak time of C : 13.6
E
wheather : temperature
threshold : 24.86
memory length : 27
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
154.31 0.584 4.95 -0.0271 0.751 -0.584 -0.349 -0.38 1.52 13.8 24.9 12 -- --
153.71 0.577 4.96 -0.15 0.725 -0.631 -0.19 -- 1.47 13.7 24.9 27 -- --
153.68 0.577 4.96 -0.104 0.719 -0.623 -- -0.18 1.48 13.6 24.83 27 -- --
153.82 0.578 4.97 -0.159 0.72 -0.627 -- -- 1.46 13.6 24.89 27 -- --
181.05 0.627 4.96 0.0439 -- -0.757 -- -0.588 1.49 -- 24.89 25 -- --
178.77 0.627 4.89 0.0071 1.12 -- -0.0715 -- 1.8 14.1 -- -- -- --
178.79 0.626 4.89 0.00495 1.12 -- -- -- 1.8 14.1 -- -- -- --
177.34 0.62 5.01 -0.256 -- -0.931 -- -- 1.3 -- 24.9 27 -- --
154.47 0.579 4.96 -- 0.733 -0.611 -- -- 1.49 13.6 24.86 27 -- --
254.03 0.745 4.9 -0.0417 -- -- -- -- 1.77 -- -- -- -- --
178.79 0.625 4.89 -- 1.12 -- -- -- 1.8 14.1 -- -- -- --
179.07 0.623 5 -- -- -0.913 -- -- 1.33 -- 24.85 27 -- --
254.08 0.744 4.9 -- -- -- -- -- 1.77 -- -- -- -- --

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
1 144.56 temperature 25 30 < th dose independent sin 6 NA
3 145.40 temperature 25 10 > th dose independent sin 5 NA
14 148.08 temperature 25 10 < th dose independent rect. 24 13
27 149.65 temperature 20 270 > th dose dependent rect. 3 6
29 149.90 temperature 25 30 < th dose independent rect. 20 17
33 150.00 temperature 25 10 > th dose independent rect. 24 11
35 150.12 temperature 25 10 > th dose independent rect. 1 9
83 152.06 temperature 25 30 < th dose independent rect. 20 22
107 152.64 temperature 15 10 > th dose dependent sin 5 NA
111 152.70 temperature 15 30 > th dose dependent rect. 6 14
115 152.78 temperature 25 270 < th dose dependent rect. 24 12
145 153.12 temperature 10 10 > th dose dependent rect. 3 23
148 153.25 temperature 25 270 < th dose dependent sin 5 NA
155 153.29 temperature 30 10 < th dose dependent rect. 7 23
164 153.45 temperature 30 10 < th dose dependent sin 5 NA
174 153.68 temperature 25 10 > th dose independent rect. 24 20
196 153.98 temperature 25 10 < th dose independent rect. 14 23
213 154.10 temperature 25 10 > th dose independent rect. 17 23
219 154.13 temperature 15 10 > th dose dependent rect. 6 16
221 154.16 temperature 25 10 < th dose independent rect. 1 23
225 154.24 temperature 25 10 > th dose independent rect. 1 13
230 154.27 temperature 25 10 > th dose independent rect. 23 23
248 154.36 temperature 15 30 > th dose dependent rect. 6 19
251 154.39 temperature 25 10 > th dose independent rect. 1 15
291 154.69 temperature 25 10 > th dose independent rect. 4 10
298 154.71 temperature 25 10 > th dose independent rect. 4 16
309 154.76 temperature 25 10 < th dose independent rect. 23 23
311 154.76 temperature 10 720 > th dose dependent rect. 21 10
314 154.78 temperature 25 10 > th dose independent rect. 4 12
319 154.80 temperature 25 10 < th dose independent rect. 17 23
320 154.81 temperature 25 10 > th dose independent rect. 6 23
322 154.84 temperature 25 10 < th dose independent no NA NA
337 154.94 temperature 20 10 > th dose dependent rect. 6 23
339 154.95 temperature 25 10 < th dose independent rect. 11 23
349 155.01 temperature 25 10 < th dose independent rect. 7 23
359 155.10 temperature 25 10 < th dose independent rect. 9 23
363 155.11 temperature 25 10 > th dose independent rect. 21 23
399 155.35 temperature 25 10 > th dose independent rect. 19 23
427 155.54 temperature 25 10 > th dose independent rect. 4 22
436 155.60 temperature 25 10 > th dose independent no NA NA
438 155.60 temperature 25 10 > th dose independent rect. 13 23
458 155.69 temperature 20 10 > th dose dependent rect. 17 23
460 155.70 temperature 30 10 < th dose dependent rect. 1 18
487 155.85 temperature 10 720 > th dose dependent rect. 19 14
495 155.91 temperature 25 10 > th dose independent rect. 15 23
498 155.92 temperature 30 10 < th dose dependent rect. 20 23
535 156.15 temperature 10 720 > th dose dependent rect. 21 12
606 156.57 temperature 30 720 < th dose dependent rect. 1 2
632 156.72 temperature 20 10 > th dose dependent rect. 23 23
640 156.76 temperature 20 10 > th dose dependent rect. 13 23
674 156.95 temperature 20 10 > th dose dependent rect. 15 23
723 157.14 temperature 20 270 > th dose dependent rect. 6 1
756 157.25 temperature 20 10 > th dose dependent rect. 21 23
760 157.27 temperature 20 10 > th dose dependent no NA NA
773 157.31 temperature 10 720 > th dose dependent rect. 21 17
790 157.38 temperature 25 90 < th dose dependent rect. 6 12
818 157.45 temperature 30 30 < th dose dependent rect. 9 23
841 157.54 temperature 25 10 > th dose independent rect. 17 21
890 157.73 temperature 25 10 > th dose independent rect. 19 16
896 157.75 temperature 20 30 > th dose dependent rect. 19 23
902 157.77 temperature 25 10 > th dose independent rect. 6 14
921 157.83 temperature 25 10 > th dose independent rect. 11 23
966 157.97 temperature 30 10 < th dose dependent rect. 1 23
995 158.05 temperature 25 10 > th dose independent rect. 8 23