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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.

Os03g0667300

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

Description : Similar to Metal transport protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.04 (0.031) R2 : 0.183
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.754 (0.0753) R2dC : 0.18 R2C : 0.178
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0978 (0.0654) R2dN8 : 0.00518 R2N8 : 0.00283
σ : 0.586
deviance : 156.81
__
_____
C
peak time of C : 13.8
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 = 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
138.25 0.552 5.07 -0.577 0.639 0.431 0.403 0.572 -0.0226 13.8 20.6 8 -- --
138.5 0.548 5.09 -0.703 0.645 0.422 0.684 -- -0.0615 13.7 20.7 93 -- --
138.15 0.552 5.06 -0.49 0.62 0.403 -- 0.752 -0.0135 13.9 21 17 -- --
140.31 0.552 5.08 -0.672 0.64 0.43 -- -- -0.0569 13.7 20.8 129 -- --
158.3 0.586 5.06 -0.538 -- 0.633 -- 0.82 -0.0386 -- 20.9 41 -- --
146.42 0.567 5.06 -0.587 0.74 -- 0.726 -- 0.0304 13.6 -- -- -- --
148.45 0.571 5.06 -0.563 0.744 -- -- -- 0.0351 13.8 -- -- -- --
161.6 0.592 5.1 -0.762 -- 0.64 -- -- -0.12 -- 20.94 81 -- --
152.2 0.575 5.06 -- 0.675 0.349 -- -- 0.0316 13.8 20.77 134 -- --
182.01 0.63 5.07 -0.594 -- -- -- -- 0.0182 -- -- -- -- --
156.81 0.586 5.04 -- 0.754 -- -- -- 0.0978 13.8 -- -- -- --
176.35 0.619 5.07 -- -- 0.537 -- -- -0.0162 -- 20.91 79 -- --
191.3 0.646 5.05 -- -- -- -- -- 0.084 -- -- -- -- --

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
1 132.44 temperature 30.0 270 < th dose dependent rect. 22 8
4 133.65 temperature 20.0 10 > th dose independent rect. 21 16
7 133.92 temperature 20.0 10 > th dose independent rect. 19 18
10 134.06 wind 1.0 270 < th dose dependent rect. 22 1
12 134.15 temperature 20.0 270 > th dose independent rect. 16 10
14 134.20 temperature 20.0 90 > th dose independent rect. 23 13
15 134.26 temperature 10.0 270 > th dose dependent rect. 17 9
21 134.51 temperature 20.0 10 > th dose independent rect. 24 13
31 134.76 wind 1.0 30 < th dose dependent rect. 22 4
46 134.97 temperature 20.0 10 > th dose independent rect. 19 8
54 135.10 temperature 20.0 90 > th dose independent rect. 17 20
64 135.26 temperature 20.0 10 > th dose independent rect. 8 19
86 135.53 temperature 20.0 10 > th dose independent rect. 17 10
90 135.57 wind 1.0 270 < th dose independent rect. 22 1
96 135.71 temperature 30.0 270 < th dose dependent rect. 13 17
124 136.02 temperature 30.0 270 < th dose dependent rect. 1 5
128 136.07 wind 1.0 270 < th dose dependent rect. 15 9
150 136.28 wind 1.0 270 < th dose dependent rect. 17 7
152 136.30 temperature 30.0 270 < th dose independent rect. 6 5
178 136.49 temperature 20.0 30 > th dose independent rect. 21 6
185 136.56 temperature 30.0 30 < th dose independent rect. 8 5
194 136.61 radiation 20.0 10 < th dose independent rect. 3 14
200 136.67 wind 1.0 30 < th dose dependent rect. 10 17
227 136.86 temperature 30.0 270 < th dose independent rect. 7 3
232 136.87 wind 9.0 270 < th dose independent rect. 16 10
252 136.94 temperature 30.0 90 < th dose dependent rect. 3 5
262 137.04 radiation 40.0 90 < th dose dependent rect. 3 14
284 137.13 temperature 20.0 10 > th dose independent sin 6 NA
290 137.15 precipitation 0.1 270 < th dose independent rect. 2 14
292 137.15 precipitation 0.1 270 < th dose dependent rect. 2 14
294 137.16 radiation 40.0 10 < th dose dependent rect. 3 14
296 137.18 temperature 20.0 90 > th dose independent sin 6 NA
299 137.18 temperature 15.0 10 > th dose dependent rect. 21 6
307 137.21 radiation 40.0 90 < th dose independent rect. 3 14
315 137.24 humidity 50.0 270 > th dose independent rect. 2 14
324 137.28 wind 1.0 270 > th dose independent rect. 11 19
342 137.35 precipitation 0.1 270 < th dose independent rect. 11 19
343 137.35 precipitation 0.1 270 < th dose dependent rect. 11 19
354 137.39 radiation 40.0 270 < th dose independent rect. 16 10
355 137.39 temperature 10.0 270 > th dose independent rect. 2 14
356 137.39 atmosphere 1015.0 270 < th dose independent rect. 2 14
376 137.46 temperature 30.0 90 < th dose dependent sin 9 NA
395 137.54 temperature 10.0 10 > th dose dependent rect. 19 8
405 137.57 wind 1.0 30 < th dose independent rect. 21 5
410 137.57 precipitation 0.1 270 < th dose independent rect. 10 21
411 137.57 precipitation 0.1 270 < th dose dependent rect. 10 21
440 137.67 atmosphere 995.0 270 > th dose independent rect. 2 14
447 137.69 wind 9.0 90 < th dose dependent rect. 17 10
452 137.72 temperature 30.0 30 < th dose independent rect. 8 19
497 137.84 wind 1.0 270 > th dose independent rect. 1 5
552 137.96 radiation 20.0 30 < th dose independent sin 4 NA
558 137.97 wind 9.0 270 < th dose independent rect. 2 14
566 137.98 wind 9.0 270 < th dose independent rect. 5 22
574 138.00 wind 9.0 270 < th dose dependent rect. 6 5
581 138.01 temperature 20.0 10 < th dose independent rect. 17 15
590 138.03 temperature 30.0 270 < th dose independent rect. 21 14
603 138.06 temperature 20.0 10 > th dose independent rect. 14 23
608 138.08 atmosphere 1010.0 90 < th dose independent rect. 3 6
616 138.09 wind 9.0 270 < th dose independent rect. 6 5
637 138.12 wind 9.0 270 < th dose independent rect. 6 20
641 138.13 radiation 1.0 270 > th dose independent rect. 6 5
643 138.13 precipitation 0.1 270 < th dose independent rect. 16 10
646 138.13 precipitation 0.1 270 < th dose dependent rect. 16 10
647 138.13 wind 1.0 270 < th dose dependent rect. 9 17
648 138.14 temperature 10.0 270 > th dose independent rect. 6 5
649 138.14 atmosphere 995.0 270 > th dose independent rect. 6 5
650 138.14 atmosphere 1015.0 270 < th dose independent rect. 6 5
651 138.14 precipitation 0.1 270 < th dose independent rect. 6 5
652 138.14 temperature 10.0 270 > th dose independent rect. 11 19
653 138.14 precipitation 0.1 270 < th dose dependent rect. 6 5
668 138.18 wind 9.0 90 < th dose independent rect. 8 19
677 138.19 radiation 40.0 270 < th dose dependent rect. 16 10
679 138.20 temperature 20.0 10 < th dose independent sin 8 NA
687 138.20 temperature 15.0 10 > th dose dependent rect. 21 16
700 138.23 temperature 15.0 1440 > th dose independent rect. 9 5
708 138.24 precipitation 0.1 10 < th dose independent rect. 13 19
711 138.24 precipitation 0.1 10 < th dose dependent rect. 13 19
716 138.25 radiation 40.0 90 < th dose dependent rect. 3 5
737 138.30 wind 1.0 30 > th dose dependent rect. 4 4
741 138.31 radiation 20.0 30 > th dose independent rect. 7 6
772 138.33 radiation 20.0 90 < th dose independent rect. 3 5
815 138.38 humidity 70.0 90 > th dose independent rect. 3 5
820 138.39 radiation 20.0 10 < th dose independent rect. 3 6
829 138.40 wind 1.0 270 > th dose independent rect. 3 2
833 138.41 temperature 20.0 90 < th dose independent rect. 23 8
838 138.41 radiation 10.0 14400 < th dose dependent rect. 19 9
841 138.42 wind 9.0 1440 < th dose independent rect. 4 6
854 138.45 precipitation 0.1 270 < th dose independent rect. 3 2
862 138.45 precipitation 0.1 270 < th dose dependent rect. 3 2
871 138.46 atmosphere 995.0 270 > th dose independent rect. 16 10
875 138.46 temperature 20.0 10 > th dose independent rect. 21 23
879 138.46 temperature 10.0 270 > th dose dependent rect. 21 13
880 138.47 precipitation 0.1 270 < th dose independent rect. 2 4
884 138.47 atmosphere 995.0 270 > th dose independent rect. 11 19
886 138.47 wind 9.0 270 < th dose dependent rect. 7 3
888 138.47 precipitation 0.1 270 < th dose dependent rect. 2 4
890 138.48 precipitation 0.1 270 < th dose independent rect. 7 3
894 138.48 precipitation 0.1 270 < th dose dependent rect. 7 3
900 138.49 temperature 10.0 270 > th dose independent rect. 7 3
901 138.49 atmosphere 995.0 270 > th dose independent rect. 7 3
902 138.49 atmosphere 1015.0 270 < th dose independent rect. 7 3
907 138.49 temperature 10.0 270 > th dose independent rect. 10 21
909 138.50 wind 9.0 270 < th dose independent rect. 7 3
910 138.50 wind 1.0 270 > th dose independent rect. 23 7
913 138.50 humidity 50.0 270 > th dose independent rect. 11 19
954 138.55 radiation 30.0 270 < th dose independent rect. 7 2
982 138.58 temperature 10.0 90 > th dose dependent sin 9 NA