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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.

Os02g0694100

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 : 5.16 (0.0413) R2 : 0.399
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.74 (0.109) R2dC : 0.411 R2C : 0.175
β3 : -1.89 (0.185) R2dE : 0.183 R2E : -0.085
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.55 (0.0883) R2dN8 : 0.0746 R2N8 : 0.0185
σ : 0.772
deviance : 274.7
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C
peak time of C : 1.45
E
wheather : temperature
threshold : 36.6
memory length : 10
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 20.7
open length of G : 21.3

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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
255.97 0.752 5.1 0.743 1.85 -2 1.48 -3.77 -0.444 1.48 34.84 11 20.7 21.3
272.09 0.768 5.14 0.312 1.69 -1.79 0.669 -- -0.5 1.33 36.61 12 20.7 21.2
263.03 0.755 5.1 0.653 1.8 -1.9 -- -3.02 -0.447 1.38 37 12 20.4 21.5
272.85 0.769 5.15 0.254 1.74 -1.89 -- -- -0.548 1.45 36.77 10 20.8 21.2
295.25 0.8 5.12 0.496 -- -2.4 -- -2.84 -0.427 -- 69.14 693 20 21.3
319.78 0.838 5.11 0.617 1.35 -- 0.581 -- -0.317 23.9 -- -- -- --
321.22 0.839 5.12 0.593 1.35 -- -- -- -0.32 24 -- -- -- --
297.96 0.804 5.12 0.334 -- -2.08 -- -- -0.44 -- 90.89 708 19.7 21.3
274.7 0.772 5.16 -- 1.74 -1.89 -- -- -0.55 1.45 36.6 10 20.7 21.3
435.24 0.975 5.09 0.635 -- -- -- -- -0.302 -- -- -- -- --
330.49 0.85 5.13 -- 1.35 -- -- -- -0.386 24 -- -- -- --
300.16 0.807 5.13 -- -- -2.21 -- -- -0.511 -- 81.46 715 19.8 21.3
445.86 0.986 5.1 -- -- -- -- -- -0.372 -- -- -- -- --

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
1 266.38 radiation 1.0 14400 < th dose dependent rect. 19 2
2 266.91 temperature 30.0 30 < th dose dependent rect. 20 21
41 276.17 temperature 20.0 270 > th dose independent rect. 15 18
48 276.64 temperature 20.0 4320 > th dose independent rect. 20 3
59 277.24 temperature 20.0 4320 < th dose independent rect. 20 3
63 277.47 temperature 25.0 720 < th dose dependent rect. 3 21
66 277.55 temperature 25.0 720 < th dose dependent rect. 12 19
70 277.69 temperature 30.0 90 < th dose dependent rect. 23 18
77 277.92 temperature 25.0 720 < th dose dependent sin 15 NA
84 278.16 temperature 30.0 30 < th dose dependent rect. 20 12
92 278.33 temperature 25.0 720 < th dose dependent rect. 20 1
94 278.36 radiation 1.0 14400 < th dose dependent rect. 19 5
111 278.73 temperature 25.0 720 < th dose dependent rect. 20 3
188 280.12 temperature 30.0 10 < th dose dependent rect. 20 14
211 280.48 temperature 25.0 720 < th dose dependent no NA NA
218 280.56 temperature 25.0 720 < th dose dependent rect. 15 23
288 281.24 temperature 30.0 270 < th dose dependent rect. 20 9
298 281.37 precipitation 0.1 14400 > th dose dependent rect. 20 2
355 282.07 precipitation 0.1 14400 < th dose independent rect. 20 1
356 282.07 precipitation 0.1 14400 < th dose dependent rect. 20 1
418 282.75 temperature 30.0 10 < th dose dependent sin 7 NA
433 282.86 temperature 15.0 270 > th dose dependent rect. 15 19
450 283.07 precipitation 0.1 14400 > th dose dependent rect. 20 5
484 283.41 precipitation 0.1 14400 > th dose independent rect. 20 1
503 283.53 temperature 20.0 720 > th dose dependent rect. 13 21
517 283.61 temperature 25.0 10 < th dose dependent sin 4 NA
582 284.16 wind 7.0 14400 > th dose independent rect. 6 3
588 284.20 temperature 20.0 720 > th dose independent rect. 8 20
608 284.34 radiation 1.0 14400 < th dose dependent rect. 20 8
639 284.54 temperature 20.0 720 > th dose dependent rect. 18 19
652 284.60 temperature 20.0 720 > th dose dependent rect. 21 13
681 284.76 temperature 20.0 720 > th dose dependent rect. 19 15
778 285.26 temperature 20.0 10 > th dose dependent sin 7 NA
782 285.28 temperature 20.0 720 < th dose independent rect. 4 20
807 285.39 radiation 30.0 30 < th dose dependent rect. 20 21
814 285.42 temperature 25.0 720 < th dose independent rect. 10 22
821 285.45 temperature 20.0 720 > th dose dependent sin 9 NA
837 285.52 temperature 25.0 10 < th dose dependent rect. 13 22
853 285.59 wind 7.0 4320 < th dose independent rect. 20 8
900 285.79 wind 5.0 4320 > th dose dependent rect. 20 8
923 285.89 wind 7.0 4320 > th dose independent rect. 20 8
995 286.12 temperature 20.0 1440 > th dose dependent rect. 19 7