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Os07g0559700

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

Description : Similar to Monosaccharide transporter 3.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.3 (0.0332) R2 : 0.365
β1 : 1.42 (0.123) R2dD : 0.21 R2D : 0.0587
β2 : 1.05 (0.0844) R2dC : 0.262 R2C : 0.0707
β3 : 1.4 (0.148) R2dE : 0.176 R2E : -0.154
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.485 (0.0749) R2dN8 : 0.0929 R2N8 : -0.0478
σ : 0.604
deviance : 167.96
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C
peak time of C : 11.2
E
wheather : temperature
threshold : 29.35
memory length : 27
response mode : < th
dose dependency : dose dependent
G
type of G : no
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 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
165.56 0.605 12.3 1.35 1.06 1.4 0.807 0.253 0.475 11.2 29.3 30 -- --
165.64 0.599 12.3 1.39 1.05 1.41 0.784 -- 0.478 11.2 29.4 29 -- --
167.8 0.603 12.3 1.47 1.04 1.37 -- -0.26 0.501 11.2 29.28 25 -- --
167.96 0.604 12.3 1.42 1.05 1.4 -- -- 0.485 11.2 29.35 27 -- --
196.89 0.654 12.4 1.5 -- 1.52 -- -0.175 0.446 -- 63.66 742 -- --
192.15 0.65 12.4 1.06 0.814 -- 0.775 -- 0.201 9.53 -- -- -- --
194.38 0.653 12.4 1.09 0.811 -- -- -- 0.202 9.53 -- -- -- --
196.9 0.654 12.4 1.47 -- 1.52 -- -- 0.436 -- 80.58 739 -- --
216.01 0.688 12.4 -- 0.93 0.782 -- -- 0.217 10.4 29.35 27 -- --
233.12 0.713 12.4 1.08 -- -- -- -- 0.204 -- -- -- -- --
225.46 0.702 12.4 -- 0.81 -- -- -- 0.0808 9.43 -- -- -- --
247.91 0.733 12.4 -- -- 0.962 -- -- 0.203 -- 37.75 707 -- --
263.9 0.758 12.5 -- -- -- -- -- 0.0841 -- -- -- -- --

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
1 150.02 temperature 15.0 10 > th dose dependent rect. 8 21
6 154.09 temperature 10.0 270 > th dose dependent rect. 17 9
9 154.55 temperature 15.0 10 > th dose dependent rect. 8 18
17 155.83 radiation 10.0 43200 < th dose dependent rect. 19 8
20 156.11 temperature 10.0 270 > th dose dependent rect. 16 22
22 156.52 temperature 10.0 270 > th dose dependent rect. 7 18
40 157.33 temperature 30.0 90 < th dose dependent rect. 13 20
111 159.80 temperature 15.0 10 > th dose dependent rect. 19 10
119 160.00 temperature 15.0 10 > th dose dependent rect. 8 14
155 160.71 wind 9.0 43200 > th dose dependent rect. 18 3
159 160.77 humidity 80.0 30 > th dose independent rect. 5 14
231 161.84 wind 9.0 43200 > th dose independent rect. 18 3
251 162.16 humidity 70.0 10 > th dose dependent rect. 5 13
264 162.39 temperature 25.0 90 > th dose independent rect. 8 21
269 162.45 temperature 15.0 90 > th dose dependent rect. 18 23
304 163.14 wind 9.0 43200 < th dose independent rect. 18 3
305 163.15 precipitation 0.1 270 < th dose independent rect. 15 23
308 163.15 precipitation 0.1 270 < th dose dependent rect. 15 23
312 163.21 temperature 25.0 270 > th dose independent rect. 16 21
321 163.34 temperature 25.0 270 > th dose dependent sin 10 NA
330 163.46 atmosphere 995.0 10 > th dose dependent rect. 14 18
335 163.49 temperature 30.0 90 < th dose dependent rect. 13 6
366 163.99 wind 9.0 43200 > th dose dependent rect. 18 7
417 164.63 radiation 1.0 270 > th dose independent rect. 16 22
419 164.65 atmosphere 1015.0 10 < th dose dependent rect. 19 10
441 164.87 temperature 30.0 30 < th dose dependent rect. 5 13
447 164.93 humidity 80.0 10 < th dose independent rect. 8 6
453 164.97 temperature 30.0 90 < th dose dependent rect. 15 4
468 165.11 precipitation 0.1 4320 > th dose dependent rect. 11 7
479 165.17 atmosphere 995.0 270 > th dose dependent rect. 11 20
497 165.36 temperature 30.0 10 < th dose dependent rect. 14 4
505 165.41 temperature 30.0 10 < th dose dependent rect. 1 23
506 165.42 wind 5.0 90 < th dose independent rect. 7 22
531 165.59 temperature 30.0 30 < th dose dependent rect. 9 23
558 165.78 humidity 80.0 30 < th dose independent rect. 6 8
571 165.89 temperature 30.0 90 < th dose dependent rect. 23 22
584 165.98 temperature 30.0 30 < th dose dependent no NA NA
600 166.09 radiation 10.0 90 < th dose dependent rect. 5 13
601 166.09 temperature 30.0 30 < th dose dependent rect. 21 23
619 166.22 precipitation 0.1 270 > th dose dependent rect. 20 22
621 166.24 temperature 30.0 30 < th dose dependent rect. 15 23
623 166.25 temperature 30.0 30 < th dose dependent rect. 19 23
638 166.38 temperature 20.0 10 > th dose independent rect. 19 10
697 166.79 humidity 70.0 10 > th dose dependent sin 0 NA
701 166.80 wind 9.0 90 < th dose dependent rect. 7 22
708 166.86 temperature 30.0 90 < th dose dependent rect. 3 16
720 166.92 precipitation 0.1 270 > th dose dependent rect. 4 14
721 166.93 precipitation 0.1 270 > th dose dependent rect. 1 17
742 167.12 precipitation 0.1 270 > th dose independent rect. 5 13
750 167.17 temperature 30.0 30 < th dose dependent rect. 17 23
768 167.27 precipitation 0.1 43200 > th dose dependent rect. 17 1
773 167.32 temperature 20.0 10 > th dose dependent rect. 23 23
784 167.39 precipitation 0.1 270 < th dose independent rect. 17 10
785 167.39 precipitation 0.1 270 < th dose dependent rect. 17 10
798 167.46 radiation 1.0 43200 < th dose dependent rect. 24 3
816 167.56 temperature 25.0 270 < th dose independent rect. 11 21
827 167.60 temperature 15.0 10 > th dose dependent no NA NA
830 167.62 humidity 80.0 30 > th dose independent sin 0 NA
833 167.63 temperature 30.0 270 < th dose independent rect. 13 18
835 167.64 temperature 15.0 10 > th dose dependent rect. 8 6
840 167.66 temperature 30.0 30 < th dose dependent rect. 3 23
844 167.69 temperature 30.0 10 < th dose dependent rect. 5 23
855 167.75 temperature 25.0 90 < th dose independent rect. 15 4
861 167.79 wind 7.0 43200 > th dose independent rect. 20 1
862 167.79 wind 9.0 43200 > th dose independent rect. 18 7
871 167.82 humidity 80.0 30 < th dose independent sin 1 NA
892 167.90 atmosphere 1000.0 10 > th dose independent rect. 14 18
899 167.92 temperature 25.0 90 < th dose independent rect. 13 6
911 168.00 temperature 30.0 90 < th dose dependent rect. 1 18
912 168.01 precipitation 0.1 270 < th dose independent rect. 7 14
917 168.01 precipitation 0.1 270 < th dose dependent rect. 7 14
926 168.08 temperature 20.0 10 > th dose independent rect. 19 19
930 168.11 precipitation 0.1 4320 > th dose dependent rect. 16 2
947 168.18 wind 7.0 270 < th dose independent rect. 16 10
951 168.21 precipitation 0.1 43200 > th dose independent rect. 17 1
963 168.23 humidity 80.0 30 > th dose independent rect. 5 11
974 168.29 temperature 20.0 90 > th dose independent rect. 18 10
982 168.33 temperature 25.0 10 < th dose independent rect. 13 7
986 168.34 atmosphere 1015.0 10 < th dose dependent rect. 19 19
988 168.35 radiation 10.0 90 < th dose independent rect. 5 13