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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.

Os08g0150500

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 : 3.78 (0.0354) R2 : 0.381
β1 : 1.37 (0.13) R2dD : 0.157 R2D : 0.117
β2 : 1.01 (0.0839) R2dC : 0.196 R2C : 0.189
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.468 (0.0755) R2dN8 : 0.07 R2N8 : 0.0217
σ : 0.665
deviance : 201.71
__
_____
C
peak time of C : 0.437
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, 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
177.48 0.626 3.76 1.17 1.06 0.784 0.986 2.2 0.509 0.51 65 1396 -- --
183.7 0.631 3.76 1.4 1.05 0.905 0.932 -- 0.557 0.484 64.43 1414 -- --
181.17 0.627 3.77 1.15 1.03 0.783 -- 2.18 0.514 0.403 66 1476 -- --
187.49 0.638 3.76 1.37 1.02 0.9 -- -- 0.56 0.536 65.39 1423 -- --
217.04 0.69 3.74 1.34 -- 0.836 -- 0.744 0.545 -- 69.72 1636 -- --
198.61 0.661 3.78 1.4 1.01 -- 0.85 -- 0.473 0.37 -- -- -- --
201.71 0.665 3.78 1.37 1.01 -- -- -- 0.468 0.437 -- -- -- --
219.16 0.693 3.74 1.37 -- 0.861 -- -- 0.553 -- 69.72 1636 -- --
225.69 0.7 3.75 -- 1.2 1.36 -- -- 0.629 24 82.24 2322 -- --
265.4 0.761 3.76 1.4 -- -- -- -- 0.485 -- -- -- -- --
250.96 0.741 3.81 -- 1.03 -- -- -- 0.316 0.505 -- -- -- --
265.96 0.762 3.77 -- -- 0.902 -- -- 0.432 -- 75.41 3071 -- --
317.21 0.831 3.79 -- -- -- -- -- 0.329 -- -- -- -- --

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
1 168.33 precipitation 0.1 14400 > th dose independent rect. 17 1
2 169.04 precipitation 0.1 14400 < th dose independent rect. 17 1
3 169.04 precipitation 0.1 14400 < th dose dependent rect. 17 1
4 169.26 humidity 90.0 4320 > th dose independent rect. 13 1
5 169.50 precipitation 0.1 14400 > th dose dependent rect. 17 1
6 169.50 precipitation 0.1 4320 > th dose dependent rect. 5 12
11 170.48 precipitation 0.1 4320 < th dose independent rect. 5 12
12 170.48 precipitation 0.1 4320 < th dose dependent rect. 5 12
16 170.62 precipitation 0.1 4320 > th dose independent rect. 3 14
20 170.63 precipitation 0.1 4320 > th dose dependent rect. 10 7
24 170.72 precipitation 0.1 14400 > th dose independent rect. 14 2
25 170.72 precipitation 0.1 14400 > th dose dependent rect. 14 2
29 171.08 precipitation 0.1 4320 > th dose dependent rect. 13 4
31 171.10 precipitation 0.1 4320 > th dose dependent rect. 1 16
36 171.30 humidity 80.0 1440 < th dose independent rect. 11 2
42 171.43 precipitation 0.1 14400 < th dose independent rect. 14 2
43 171.43 precipitation 0.1 14400 < th dose dependent rect. 14 2
44 171.49 wind 1.0 4320 > th dose independent rect. 17 2
46 171.55 precipitation 0.1 1440 < th dose independent rect. 5 3
47 171.55 precipitation 0.1 14400 > th dose independent rect. 12 5
48 171.55 precipitation 0.1 1440 < th dose dependent rect. 5 3
49 171.57 precipitation 0.1 14400 > th dose independent rect. 10 7
53 171.65 precipitation 0.1 14400 < th dose independent rect. 10 7
54 171.65 precipitation 0.1 14400 < th dose dependent rect. 10 7
56 171.67 precipitation 0.1 14400 < th dose independent rect. 12 5
57 171.67 precipitation 0.1 14400 < th dose dependent rect. 12 5
68 171.78 precipitation 0.1 4320 < th dose independent rect. 5 9
70 171.78 precipitation 0.1 4320 < th dose dependent rect. 5 9
73 171.85 precipitation 0.1 4320 < th dose independent rect. 5 1
74 171.85 precipitation 0.1 4320 < th dose dependent rect. 5 1
117 172.20 precipitation 0.1 4320 > th dose independent rect. 5 9
144 172.36 precipitation 0.1 4320 > th dose dependent rect. 5 1
147 172.41 precipitation 0.1 4320 > th dose independent rect. 5 1
148 172.41 humidity 90.0 14400 < th dose dependent rect. 14 1
170 172.72 precipitation 0.1 1440 < th dose independent rect. 5 7
173 172.72 precipitation 0.1 1440 < th dose dependent rect. 5 7
184 172.84 temperature 20.0 10 > th dose independent rect. 24 4
190 172.94 precipitation 0.1 4320 > th dose dependent rect. 18 23
191 172.97 precipitation 0.1 4320 > th dose dependent rect. 5 3
211 173.28 humidity 80.0 1440 > th dose independent rect. 11 1
212 173.28 precipitation 0.1 4320 > th dose independent rect. 5 3
214 173.31 humidity 50.0 14400 > th dose dependent rect. 14 1
216 173.37 humidity 60.0 14400 < th dose dependent rect. 15 2
228 173.50 humidity 70.0 1440 > th dose dependent rect. 1 14
231 173.55 humidity 70.0 4320 < th dose independent rect. 15 1
235 173.59 wind 1.0 4320 < th dose independent rect. 18 1
240 173.63 humidity 60.0 14400 < th dose dependent rect. 14 4
248 173.70 wind 3.0 14400 < th dose dependent rect. 4 1
251 173.73 humidity 60.0 14400 > th dose independent rect. 16 1
276 173.88 humidity 60.0 14400 < th dose dependent rect. 14 18
296 173.99 humidity 60.0 14400 < th dose independent rect. 11 6
309 174.11 humidity 70.0 1440 > th dose dependent rect. 11 2
325 174.17 precipitation 0.1 4320 < th dose independent sin 3 NA
326 174.17 precipitation 0.1 4320 < th dose dependent sin 3 NA
336 174.22 precipitation 0.1 4320 > th dose independent sin 3 NA
349 174.29 humidity 60.0 14400 < th dose independent rect. 11 2
351 174.29 humidity 70.0 1440 > th dose dependent sin 3 NA
365 174.34 precipitation 0.1 14400 > th dose independent rect. 9 11
368 174.36 precipitation 0.1 14400 < th dose independent rect. 9 11
371 174.36 precipitation 0.1 14400 < th dose dependent rect. 9 11
377 174.39 precipitation 0.1 14400 > th dose independent rect. 12 8
383 174.43 precipitation 0.1 14400 < th dose independent rect. 12 8
385 174.43 precipitation 0.1 14400 < th dose dependent rect. 12 8
396 174.45 precipitation 0.1 14400 < th dose independent rect. 5 15
401 174.45 precipitation 0.1 14400 < th dose dependent rect. 5 15
409 174.49 humidity 80.0 14400 > th dose independent rect. 10 6
412 174.50 precipitation 0.1 14400 > th dose independent rect. 5 15
427 174.55 precipitation 0.1 14400 > th dose independent rect. 7 13
428 174.55 precipitation 0.1 14400 < th dose independent rect. 7 13
432 174.55 precipitation 0.1 14400 < th dose dependent rect. 7 13
435 174.56 precipitation 0.1 4320 > th dose independent rect. 1 19
436 174.56 precipitation 0.1 4320 < th dose independent rect. 1 19
441 174.56 precipitation 0.1 4320 < th dose dependent rect. 1 19
465 174.66 humidity 60.0 14400 < th dose independent rect. 11 21
471 174.68 humidity 60.0 14400 < th dose independent rect. 11 10
491 174.69 humidity 70.0 14400 < th dose dependent rect. 12 21
509 174.75 humidity 60.0 14400 > th dose independent rect. 11 6
598 174.97 wind 1.0 14400 > th dose independent rect. 4 2
612 175.00 humidity 80.0 14400 > th dose dependent rect. 13 2
615 175.01 humidity 80.0 1440 < th dose independent sin 3 NA
625 175.02 humidity 80.0 14400 > th dose independent rect. 10 1
634 175.04 humidity 70.0 14400 < th dose dependent sin 20 NA
711 175.14 humidity 70.0 14400 < th dose dependent rect. 20 21
750 175.18 humidity 90.0 720 > th dose dependent rect. 7 14
752 175.19 humidity 80.0 1440 > th dose independent sin 3 NA
778 175.22 humidity 60.0 14400 < th dose independent sin 20 NA
782 175.22 humidity 80.0 1440 < th dose independent rect. 1 15
839 175.30 wind 3.0 14400 < th dose dependent rect. 1 4
859 175.32 humidity 80.0 1440 > th dose independent rect. 1 15
861 175.32 humidity 60.0 14400 > th dose independent rect. 11 22
868 175.33 humidity 60.0 14400 > th dose independent rect. 11 2
869 175.33 humidity 80.0 14400 < th dose independent rect. 10 6
872 175.33 humidity 60.0 14400 < th dose independent rect. 6 11
910 175.35 humidity 70.0 14400 < th dose dependent no NA NA