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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.

Os04g0551600

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

Description : Zinc finger, FYVE/PHD-type domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.4 (0.0348) R2 : 0.295
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.58 (0.123) R2dC : 0.479 R2C : -0.0458
β3 : 1.8 (0.181) R2dE : 0.286 R2E : -0.22
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.378 (0.073) R2dN8 : 0.0536 R2N8 : 0.0346
σ : 0.652
deviance : 195.78
__
_____
C
peak time of C : 19.4
E
wheather : radiation
threshold : 2.032
memory length : 369
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 20.1
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
189.98 0.648 5.4 -0.115 1.51 1.63 1.3 -0.252 0.358 19.4 1.627 366 20.1 --
189.87 0.642 5.4 -0.13 1.53 1.74 1.37 -- 0.356 19.5 2.031 367 20.1 --
192.4 0.646 5.39 -0.177 1.55 1.68 -- -1.16 0.415 19.6 2.718 367 20.4 --
195.15 0.651 5.4 -0.163 1.53 1.75 -- -- 0.361 19.4 2.13 367 20.1 --
221.09 0.693 5.45 -0.298 -- -1.08 -- -2.12 0.204 -- 0.2807 841 0.713 --
221.95 0.698 5.39 -0.285 0.793 -- 1.39 -- 0.329 21.1 -- -- -- --
228.68 0.708 5.39 -0.333 0.789 -- -- -- 0.328 21.1 -- -- -- --
226.67 0.701 5.37 -0.288 -- -0.989 -- -- 0.304 -- 9.963 845 2.46 --
195.78 0.652 5.4 -- 1.58 1.8 -- -- 0.378 19.4 2.032 369 20.1 --
264.5 0.76 5.37 -0.332 -- -- -- -- 0.324 -- -- -- -- --
231.61 0.712 5.38 -- 0.789 -- -- -- 0.365 21 -- -- -- --
229.49 0.706 5.36 -- -- -1.02 -- -- 0.343 -- 10 845 2.49 --
267.4 0.763 5.36 -- -- -- -- -- 0.361 -- -- -- -- --

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
1 186.60 temperature 15.0 270 > th dose independent rect. 8 19
2 189.22 radiation 40.0 270 < th dose dependent rect. 3 6
3 189.26 wind 1.0 270 > th dose independent rect. 3 5
4 189.26 radiation 1.0 270 < th dose independent rect. 4 13
9 189.68 humidity 50.0 270 > th dose dependent rect. 3 5
13 190.04 radiation 20.0 270 < th dose independent rect. 3 5
16 190.19 humidity 70.0 270 > th dose independent rect. 3 5
19 190.33 radiation 1.0 270 < th dose dependent rect. 4 13
21 190.44 temperature 10.0 270 > th dose dependent rect. 19 8
22 190.48 atmosphere 995.0 270 > th dose independent rect. 8 19
26 190.64 wind 7.0 270 < th dose independent rect. 3 5
29 190.76 temperature 10.0 270 > th dose independent rect. 3 5
31 190.76 temperature 30.0 270 < th dose independent rect. 3 5
32 190.76 humidity 50.0 270 > th dose independent rect. 3 5
34 190.76 atmosphere 995.0 270 > th dose independent rect. 3 5
35 190.76 atmosphere 1015.0 270 < th dose independent rect. 3 5
46 191.30 precipitation 0.1 270 < th dose independent rect. 8 19
47 191.30 precipitation 0.1 270 < th dose dependent rect. 8 19
49 191.47 humidity 70.0 90 > th dose dependent rect. 5 14
56 191.76 humidity 90.0 90 < th dose independent rect. 9 7
60 191.83 precipitation 0.1 270 < th dose independent rect. 3 5
61 191.83 precipitation 0.1 270 < th dose dependent rect. 3 5
69 192.18 temperature 15.0 90 > th dose independent rect. 19 10
70 192.23 temperature 15.0 270 > th dose independent rect. 19 8
76 192.43 radiation 1.0 270 > th dose independent rect. 7 8
77 192.45 wind 9.0 270 < th dose independent rect. 8 19
78 192.45 radiation 30.0 90 < th dose dependent rect. 5 14
81 192.51 temperature 30.0 270 < th dose dependent rect. 3 4
83 192.56 wind 9.0 90 < th dose independent rect. 5 14
88 192.62 radiation 1.0 270 > th dose independent rect. 8 6
101 192.91 temperature 15.0 270 > th dose independent rect. 8 6
105 192.97 wind 7.0 270 < th dose independent rect. 14 18
110 193.03 humidity 80.0 270 > th dose independent rect. 3 13
114 193.08 humidity 70.0 90 > th dose independent rect. 19 10
119 193.17 humidity 50.0 270 > th dose independent rect. 8 19
133 193.48 radiation 1.0 90 < th dose independent rect. 19 10
135 193.51 radiation 20.0 4320 < th dose independent rect. 21 9
137 193.53 radiation 10.0 90 < th dose dependent rect. 19 10
141 193.60 radiation 10.0 270 < th dose dependent rect. 17 10
145 193.63 precipitation 0.1 90 < th dose independent rect. 19 10
146 193.63 precipitation 0.1 90 < th dose dependent rect. 19 10
148 193.65 temperature 30.0 90 < th dose independent rect. 19 10
149 193.65 humidity 50.0 90 > th dose independent rect. 19 10
151 193.65 atmosphere 995.0 90 > th dose independent rect. 19 10
155 193.65 temperature 10.0 90 > th dose independent rect. 5 14
156 193.65 atmosphere 1015.0 90 < th dose independent rect. 5 14
157 193.66 wind 7.0 270 < th dose independent rect. 4 3
161 193.69 precipitation 0.1 270 < th dose independent rect. 7 21
162 193.69 precipitation 0.1 270 < th dose dependent rect. 7 21
164 193.71 temperature 10.0 270 > th dose independent rect. 4 3
166 193.71 temperature 30.0 270 < th dose independent rect. 4 3
167 193.71 humidity 50.0 270 > th dose independent rect. 4 3
169 193.71 atmosphere 995.0 270 > th dose independent rect. 4 3
170 193.71 atmosphere 1015.0 270 < th dose independent rect. 4 3
172 193.71 atmosphere 1015.0 270 < th dose independent rect. 8 19
194 193.87 wind 9.0 90 < th dose independent rect. 19 10
209 194.04 precipitation 0.1 270 < th dose independent rect. 4 3
211 194.04 precipitation 0.1 270 < th dose dependent rect. 4 3
220 194.09 humidity 50.0 270 > th dose independent rect. 8 6
248 194.26 humidity 70.0 270 > th dose dependent rect. 3 14
261 194.36 wind 9.0 270 < th dose dependent rect. 3 5
354 194.74 wind 9.0 270 < th dose independent rect. 19 8
382 194.95 precipitation 0.1 270 < th dose independent rect. 8 6
384 194.95 precipitation 0.1 270 < th dose dependent rect. 8 6
392 195.00 wind 1.0 270 > th dose independent rect. 14 18
421 195.14 precipitation 0.1 90 < th dose independent rect. 5 14
422 195.14 precipitation 0.1 90 < th dose dependent rect. 5 14
429 195.18 wind 1.0 270 > th dose independent rect. 3 16
453 195.31 humidity 80.0 10 < th dose independent rect. 10 6
456 195.34 radiation 40.0 270 < th dose independent rect. 14 18
479 195.44 wind 9.0 270 < th dose dependent rect. 4 3
484 195.48 atmosphere 995.0 270 > th dose independent rect. 8 6
485 195.48 atmosphere 1015.0 270 < th dose independent rect. 8 6
487 195.48 temperature 10.0 270 > th dose independent rect. 14 18
501 195.56 radiation 10.0 10 < th dose independent rect. 20 10
527 195.70 wind 9.0 270 < th dose independent rect. 8 6
543 195.84 temperature 15.0 270 > th dose independent rect. 22 15
561 196.01 wind 1.0 270 > th dose independent rect. 8 6
569 196.09 wind 1.0 30 > th dose independent rect. 5 15
572 196.11 atmosphere 995.0 270 > th dose dependent rect. 3 5
581 196.13 wind 7.0 90 < th dose independent rect. 17 16
582 196.13 wind 1.0 270 > th dose independent rect. 8 19
591 196.17 radiation 20.0 10 < th dose dependent rect. 20 10
592 196.18 temperature 30.0 270 < th dose independent rect. 9 18
601 196.20 radiation 20.0 90 < th dose independent rect. 5 14
615 196.27 temperature 10.0 270 > th dose dependent rect. 19 19
621 196.30 radiation 20.0 10 < th dose dependent rect. 6 14
664 196.51 temperature 10.0 1440 > th dose independent rect. 21 9
667 196.51 temperature 30.0 1440 < th dose independent rect. 21 9
671 196.51 humidity 50.0 1440 > th dose independent rect. 21 9
677 196.51 atmosphere 995.0 1440 > th dose independent rect. 21 9
687 196.51 temperature 10.0 1440 > th dose independent rect. 6 15
706 196.62 atmosphere 1015.0 270 < th dose independent rect. 19 8
708 196.63 temperature 30.0 270 < th dose dependent rect. 5 1
721 196.73 humidity 90.0 270 < th dose independent rect. 9 4
727 196.76 wind 1.0 10 > th dose independent rect. 14 20
732 196.79 wind 5.0 270 < th dose independent rect. 5 1
743 196.83 atmosphere 995.0 270 > th dose dependent rect. 4 3
752 196.89 radiation 40.0 90 < th dose independent rect. 5 14
780 197.06 temperature 10.0 10 > th dose dependent rect. 20 10
788 197.08 temperature 10.0 270 > th dose independent rect. 5 1
790 197.08 temperature 30.0 270 < th dose independent rect. 5 1
791 197.08 humidity 50.0 270 > th dose independent rect. 5 1
795 197.08 atmosphere 1015.0 270 < th dose independent rect. 5 1
806 197.11 precipitation 0.1 270 < th dose independent rect. 14 18
808 197.11 precipitation 0.1 270 < th dose dependent rect. 14 18
823 197.15 wind 1.0 10 > th dose independent rect. 5 5
836 197.22 precipitation 0.1 270 < th dose independent rect. 5 1
838 197.22 precipitation 0.1 270 < th dose dependent rect. 5 1
906 197.57 temperature 15.0 10 > th dose independent rect. 20 10
951 197.81 wind 9.0 270 < th dose dependent rect. 5 1
959 197.84 atmosphere 1015.0 90 < th dose independent rect. 19 10