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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.

Os08g0267800

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 : 4.88 (0.0362) R2 : 0.814
β1 : 0.91 (0.133) R2dD : 0.0196 R2D : 0.0187
β2 : 3.08 (0.0886) R2dC : 0.52 R2C : 0.628
β3 : -2.46 (0.143) R2dE : 0.128 R2E : 0.238
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.595 (0.0773) R2dN8 : 0.0324 R2N8 : 0.0355
σ : 0.677
deviance : 211.13
__
_____
C
peak time of C : 13.1
E
wheather : radiation
threshold : 8.23
memory length : 143
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 19.5
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, response mode = < th, dose dependency = dose dependent, type of G = sin)

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
210.16 0.681 4.88 0.9 3.07 -2.44 -0.212 -0.96 -0.594 13.1 8.57 133 19.5 --
211.13 0.677 4.88 0.9 3.09 -2.44 -0.111 -- -0.596 13 8.829 139 19.6 --
210.05 0.675 4.88 0.893 3.06 -2.44 -- -0.921 -0.593 13 8.4 139 19.6 --
211.13 0.677 4.88 0.91 3.08 -2.46 -- -- -0.595 13.1 8.23 143 19.5 --
316.04 0.828 4.91 1.01 -- -3.31 -- -0.273 -0.586 -- 16.82 129 4.14 --
322.25 0.842 4.88 0.901 3.53 -- 0.344 -- -0.56 13.8 -- -- -- --
322.71 0.841 4.88 0.911 3.53 -- -- -- -0.559 13.8 -- -- -- --
307.1 0.816 4.91 0.901 -- -3.37 -- -- -0.595 -- 36.1 112 4.56 --
232.09 0.71 4.89 -- 3.08 -2.41 -- -- -0.668 13.2 6.878 149 19.4 --
1078.64 1.53 4.92 0.766 -- -- -- -- -0.639 -- -- -- -- --
344.6 0.868 4.9 -- 3.52 -- -- -- -0.66 13.8 -- -- -- --
328.6 0.844 4.93 -- -- -3.36 -- -- -0.69 -- 37.59 106 4.53 --
1094.13 1.54 4.94 -- -- -- -- -- -0.724 -- -- -- -- --

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
1 212.14 radiation 30.0 90 < th dose dependent rect. 3 6
2 212.83 radiation 10.0 90 < th dose independent rect. 3 7
4 213.43 radiation 40.0 270 < th dose dependent rect. 15 15
6 213.65 radiation 20.0 270 < th dose independent rect. 15 15
8 214.46 precipitation 0.1 90 < th dose independent rect. 7 20
9 214.46 precipitation 0.1 90 < th dose dependent rect. 7 20
13 215.12 radiation 10.0 270 < th dose dependent rect. 1 17
16 215.32 precipitation 0.1 270 < th dose independent rect. 1 5
17 215.32 precipitation 0.1 270 < th dose dependent rect. 1 5
18 215.45 radiation 20.0 90 < th dose dependent rect. 3 11
19 215.59 radiation 20.0 90 < th dose dependent rect. 3 18
24 215.99 radiation 10.0 270 < th dose independent rect. 1 6
28 216.41 radiation 10.0 90 < th dose independent rect. 3 18
30 216.43 radiation 10.0 270 < th dose dependent rect. 1 6
31 216.62 precipitation 0.1 90 < th dose independent rect. 3 4
32 216.62 precipitation 0.1 90 < th dose dependent rect. 3 4
33 216.74 atmosphere 1010.0 270 < th dose independent rect. 1 5
34 216.75 radiation 20.0 90 < th dose dependent rect. 3 14
36 216.83 temperature 10.0 270 > th dose independent rect. 1 5
38 216.83 temperature 30.0 270 < th dose independent rect. 1 5
39 216.83 humidity 50.0 270 > th dose independent rect. 1 5
42 216.83 atmosphere 995.0 270 > th dose independent rect. 1 5
47 216.83 temperature 10.0 270 > th dose independent rect. 6 19
48 216.84 wind 9.0 270 < th dose independent rect. 1 5
49 216.89 radiation 10.0 90 < th dose dependent sin 1 NA
52 217.02 radiation 40.0 270 < th dose dependent rect. 1 5
53 217.07 radiation 10.0 90 < th dose independent rect. 3 11
58 217.37 humidity 70.0 90 > th dose independent rect. 3 4
59 217.41 wind 9.0 270 < th dose independent rect. 6 19
67 218.05 wind 7.0 90 < th dose independent rect. 3 4
69 218.05 temperature 10.0 90 > th dose independent rect. 3 4
71 218.05 temperature 30.0 90 < th dose independent rect. 3 4
72 218.05 humidity 50.0 90 > th dose independent rect. 3 4
74 218.05 atmosphere 995.0 90 > th dose independent rect. 3 4
75 218.05 atmosphere 1015.0 90 < th dose independent rect. 3 4
81 218.23 precipitation 0.1 270 < th dose independent rect. 3 2
82 218.23 precipitation 0.1 270 < th dose dependent rect. 3 2
96 219.29 radiation 10.0 270 < th dose dependent rect. 1 13
110 219.39 wind 9.0 90 < th dose dependent rect. 7 20
113 219.66 wind 9.0 270 < th dose independent rect. 3 2
114 219.66 temperature 10.0 270 > th dose independent rect. 3 2
116 219.66 temperature 30.0 270 < th dose independent rect. 3 2
117 219.66 humidity 50.0 270 > th dose independent rect. 3 2
120 219.66 atmosphere 995.0 270 > th dose independent rect. 3 2
121 219.66 atmosphere 1010.0 270 < th dose independent rect. 3 2
123 219.66 radiation 1.0 270 < th dose independent rect. 3 2
128 219.66 temperature 10.0 270 > th dose independent rect. 5 22
129 219.68 radiation 30.0 270 < th dose dependent rect. 3 2
134 219.76 radiation 10.0 90 < th dose independent rect. 3 14
140 219.92 radiation 10.0 10 < th dose independent rect. 4 17
148 220.37 wind 9.0 90 < th dose dependent rect. 3 4
158 220.94 humidity 50.0 90 > th dose dependent rect. 3 4
162 221.18 wind 9.0 270 < th dose independent rect. 5 22
165 221.46 humidity 50.0 270 > th dose dependent rect. 1 5
167 221.57 precipitation 0.1 270 < th dose independent rect. 6 9
169 221.57 precipitation 0.1 270 < th dose dependent rect. 6 9
171 221.62 radiation 30.0 90 < th dose dependent rect. 13 20
175 221.76 radiation 20.0 10 < th dose dependent rect. 3 23
193 222.29 temperature 10.0 90 > th dose dependent rect. 7 20
197 222.39 temperature 10.0 270 > th dose independent rect. 6 9
198 222.39 atmosphere 1015.0 270 < th dose independent rect. 6 9
199 222.39 temperature 10.0 270 > th dose independent rect. 15 15
202 222.45 precipitation 0.1 270 < th dose independent rect. 5 22
203 222.45 precipitation 0.1 270 < th dose dependent rect. 5 22
208 222.52 humidity 50.0 270 > th dose dependent rect. 3 2
221 222.96 wind 9.0 270 < th dose independent rect. 15 15
250 223.22 wind 9.0 270 < th dose independent rect. 6 9
281 223.94 wind 1.0 270 > th dose independent rect. 1 5
291 224.14 radiation 20.0 10 < th dose dependent rect. 4 17
328 224.85 atmosphere 995.0 270 > th dose independent rect. 6 9
332 224.93 wind 9.0 270 < th dose dependent rect. 3 2
335 225.00 atmosphere 995.0 270 > th dose independent rect. 15 15
346 225.33 humidity 50.0 10 > th dose dependent rect. 3 18
349 225.41 humidity 50.0 90 > th dose dependent rect. 3 17
350 225.45 radiation 10.0 10 < th dose independent rect. 3 23
358 225.65 radiation 10.0 10 < th dose independent rect. 3 11
360 225.72 wind 9.0 270 < th dose dependent rect. 1 5
372 226.05 humidity 70.0 10 > th dose independent rect. 3 5
377 226.15 temperature 10.0 270 > th dose dependent rect. 2 4
410 226.83 humidity 50.0 270 > th dose independent rect. 14 16
426 227.27 precipitation 0.1 270 < th dose independent rect. 15 15
427 227.27 precipitation 0.1 270 < th dose dependent rect. 15 15
446 227.48 temperature 10.0 270 > th dose dependent rect. 3 2
474 228.09 radiation 1.0 270 > th dose independent sin 3 NA
542 229.49 radiation 1.0 270 < th dose independent sin 3 NA
545 229.53 temperature 30.0 90 < th dose dependent rect. 3 4
560 229.65 precipitation 0.1 10 < th dose independent rect. 8 19
561 229.65 precipitation 0.1 10 < th dose dependent rect. 8 19
570 229.90 precipitation 0.1 10 < th dose independent rect. 3 5
571 229.90 precipitation 0.1 10 < th dose dependent rect. 3 5
573 230.03 radiation 1.0 270 > th dose independent rect. 6 9
577 230.07 temperature 10.0 90 > th dose dependent rect. 21 6
613 230.36 atmosphere 1015.0 270 < th dose independent rect. 6 19
626 230.53 atmosphere 1015.0 90 < th dose dependent rect. 3 4
630 230.58 humidity 50.0 90 > th dose dependent rect. 21 6
721 231.83 wind 7.0 10 < th dose independent rect. 3 5
734 232.01 temperature 10.0 10 > th dose independent rect. 3 5
736 232.01 temperature 30.0 10 < th dose independent rect. 3 5
737 232.01 humidity 50.0 10 > th dose independent rect. 3 5
739 232.01 atmosphere 995.0 10 > th dose independent rect. 3 5
740 232.01 atmosphere 1015.0 10 < th dose independent rect. 3 5
741 232.01 temperature 10.0 10 > th dose independent rect. 8 19
743 232.04 atmosphere 995.0 270 > th dose independent rect. 6 19
779 232.39 wind 9.0 10 < th dose independent rect. 8 19
786 232.44 humidity 50.0 270 > th dose independent rect. 6 8
799 232.59 temperature 10.0 270 > th dose dependent rect. 19 6
803 232.62 temperature 10.0 90 > th dose independent rect. 21 6
804 232.62 temperature 30.0 90 < th dose independent rect. 21 6
805 232.62 humidity 50.0 90 > th dose independent rect. 21 6
808 232.62 atmosphere 995.0 90 > th dose independent rect. 21 6
809 232.62 radiation 1.0 90 < th dose independent rect. 21 6
814 232.62 temperature 10.0 90 > th dose independent rect. 3 18
815 232.62 atmosphere 1015.0 90 < th dose independent rect. 3 18
816 232.62 wind 9.0 10 < th dose dependent rect. 3 5
817 232.62 radiation 1.0 90 < th dose dependent rect. 21 6
856 232.95 wind 9.0 90 < th dose independent rect. 21 6
865 233.05 precipitation 0.1 90 < th dose independent rect. 21 6
866 233.05 precipitation 0.1 90 < th dose dependent rect. 21 6
917 233.57 wind 9.0 90 < th dose independent rect. 3 18
918 233.57 atmosphere 995.0 90 > th dose independent rect. 3 18
928 233.68 wind 9.0 90 < th dose dependent rect. 21 6
988 234.38 wind 1.0 270 > th dose independent rect. 3 1