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Os07g0522500

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

Description : Similar to PDR6 ABC transporter.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.4 (0.046) R2 : 0.285
β1 : 1.63 (0.163) R2dD : 0.163 R2D : 0.0805
β2 : -- (--) R2dC : -- R2C : --
β3 : -0.918 (0.142) R2dE : 0.0933 R2E : 0.103
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.463 (0.109) R2dN8 : 0.0507 R2N8 : 0.0706
σ : 0.83
deviance : 317.65
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_____
C
peak time of C : --
E
wheather : radiation
threshold : 20
memory length : 22589
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 = radiation, 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
305.5 0.821 10.1 2.7 0.398 -0.581 0.532 -5.92 1.11 20.8 0.008215 4325 -- --
310.96 0.821 10.4 1.64 0.398 -0.906 0.267 -- 0.486 20.9 20 23182 -- --
305.67 0.814 10.1 2.66 0.35 -0.554 -- -6.14 1.1 21 6.335e-05 4259 -- --
311.34 0.822 10.4 1.65 0.399 -0.91 -- -- 0.485 21.5 20.06 23220 -- --
311.32 0.822 10.1 2.67 -- -0.854 -- -7.15 1.1 -- 4.125e-06 4186 -- --
338.07 0.862 10.3 1.55 0.396 -- 0.475 -- 0.826 21.1 -- -- -- --
338.78 0.862 10.3 1.54 0.393 -- -- -- 0.824 21.5 -- -- -- --
317.65 0.83 10.4 1.63 -- -0.918 -- -- 0.463 -- 20 22589 -- --
378.83 0.907 10.4 -- 0.398 -0.828 -- -- 0.338 22.6 16.14 22011 -- --
347.84 0.871 10.3 1.54 -- -- -- -- 0.823 -- -- -- -- --
400.93 0.937 10.4 -- 0.396 -- -- -- 0.653 21.7 -- -- -- --
384.13 0.913 10.4 -- -- -0.847 -- -- 0.303 -- 15.86 21197 -- --
410.25 0.945 10.3 -- -- -- -- -- 0.653 -- -- -- -- --

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
1 288.42 wind 1.0 43200 < th dose dependent rect. 4 4
2 288.94 atmosphere 1005.0 14400 > th dose independent rect. 5 1
3 289.21 wind 1.0 43200 > th dose independent rect. 4 4
4 289.99 wind 1.0 43200 < th dose dependent rect. 6 1
5 290.17 atmosphere 1005.0 14400 < th dose independent rect. 5 1
6 290.72 wind 7.0 43200 > th dose dependent rect. 18 1
8 291.12 atmosphere 1005.0 14400 < th dose independent rect. 5 3
9 291.23 wind 1.0 43200 < th dose independent rect. 4 1
10 291.28 atmosphere 1005.0 14400 < th dose independent rect. 7 1
13 291.51 wind 1.0 43200 < th dose independent rect. 4 4
15 291.57 atmosphere 1005.0 14400 > th dose independent rect. 5 5
29 292.19 atmosphere 1005.0 14400 < th dose independent rect. 5 8
36 292.31 atmosphere 1005.0 14400 > th dose independent rect. 5 8
38 292.36 wind 5.0 14400 < th dose independent rect. 15 4
47 292.67 wind 1.0 43200 < th dose dependent rect. 4 1
48 292.71 wind 1.0 43200 > th dose independent rect. 2 6
90 293.49 precipitation 0.1 14400 > th dose dependent rect. 20 2
94 293.53 wind 5.0 14400 > th dose independent rect. 15 4
130 293.94 atmosphere 1005.0 14400 < th dose independent sin 5 NA
151 294.13 wind 1.0 43200 < th dose independent rect. 2 6
157 294.18 wind 1.0 43200 < th dose dependent rect. 2 6
167 294.26 atmosphere 1005.0 14400 > th dose independent sin 5 NA
230 294.83 atmosphere 1005.0 14400 > th dose independent rect. 9 1
271 295.20 atmosphere 1005.0 14400 < th dose independent rect. 9 1
276 295.22 atmosphere 1000.0 14400 > th dose independent rect. 20 2
303 295.41 wind 5.0 14400 > th dose independent rect. 15 1
338 295.69 atmosphere 1000.0 14400 < th dose independent rect. 20 3
367 295.87 atmosphere 1000.0 14400 > th dose independent rect. 23 1
368 295.87 atmosphere 1000.0 14400 < th dose independent rect. 23 1
388 295.97 wind 3.0 14400 > th dose dependent rect. 15 4
397 296.05 atmosphere 1005.0 14400 < th dose independent rect. 12 1
401 296.08 wind 9.0 4320 > th dose independent rect. 19 2
461 296.39 wind 3.0 14400 > th dose dependent rect. 15 1
497 296.59 atmosphere 1015.0 14400 < th dose dependent rect. 23 2
508 296.65 wind 1.0 43200 > th dose independent rect. 22 10
531 296.78 atmosphere 1005.0 14400 > th dose independent rect. 12 1
535 296.79 wind 3.0 14400 > th dose dependent rect. 17 2
543 296.81 atmosphere 995.0 14400 > th dose dependent rect. 24 1
590 297.00 wind 9.0 4320 > th dose independent rect. 19 4
628 297.12 atmosphere 1005.0 14400 > th dose independent rect. 12 23
630 297.12 wind 9.0 4320 > th dose dependent rect. 19 7
637 297.13 atmosphere 1005.0 14400 > th dose independent rect. 4 23
638 297.13 atmosphere 1005.0 14400 < th dose independent rect. 12 23
665 297.20 atmosphere 1005.0 14400 > th dose independent rect. 24 22
671 297.21 atmosphere 1005.0 14400 > th dose independent no NA NA
714 297.28 atmosphere 1005.0 14400 < th dose independent no NA NA
715 297.28 wind 9.0 4320 > th dose independent rect. 19 7
769 297.37 wind 3.0 14400 > th dose dependent rect. 14 7
781 297.39 atmosphere 1005.0 14400 < th dose dependent rect. 23 2
801 297.43 atmosphere 1005.0 14400 > th dose independent rect. 9 23
811 297.45 atmosphere 1015.0 14400 < th dose dependent sin 10 NA
838 297.48 atmosphere 1005.0 14400 < th dose dependent rect. 22 5
846 297.49 atmosphere 1005.0 14400 < th dose independent rect. 9 23
948 297.62 atmosphere 995.0 14400 > th dose dependent sin 10 NA
975 297.66 wind 9.0 43200 < th dose independent rect. 18 1