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Os05g0456100

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

Description : Similar to Aldose reductase ALDRXV4.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.56 (0.0254) R2 : 0.536
β1 : 1.14 (0.0934) R2dD : 0.159 R2D : 0.0798
β2 : 0.964 (0.0605) R2dC : 0.258 R2C : 0.235
β3 : -0.948 (0.0911) R2dE : 0.116 R2E : 0.0828
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.396 (0.0546) R2dN8 : 0.0749 R2N8 : 0.0481
σ : 0.474
deviance : 103.44
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C
peak time of C : 22.9
E
wheather : temperature
threshold : 30.3
memory length : 226
response mode : > th
dose dependency : dose independent
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 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
100.67 0.471 7.58 0.942 0.953 -0.695 -0.822 -1.99 0.409 22.8 30.06 242 -- --
100.75 0.467 7.57 1.13 0.964 -0.901 -0.852 -- 0.379 22.8 30.4 226 -- --
103.5 0.474 7.57 0.989 0.959 -0.722 -- -1.82 0.417 22.8 30.1 248 -- --
103.44 0.474 7.56 1.14 0.964 -0.948 -- -- 0.396 22.9 30.3 226 -- --
156.71 0.583 7.54 0.971 -- -0.624 -- -1.54 0.47 -- 29.3 157 -- --
121.59 0.517 7.54 0.989 0.965 -- -0.738 -- 0.47 23.9 -- -- -- --
123.92 0.521 7.54 1.02 0.968 -- -- -- 0.473 24 -- -- -- --
157.52 0.585 7.53 1.17 -- -0.857 -- -- 0.446 -- 29.8 143 -- --
137.45 0.546 7.56 -- 0.98 -0.756 -- -- 0.345 23 30.4 226 -- --
182.91 0.632 7.52 1.05 -- -- -- -- 0.486 -- -- -- -- --
151.21 0.575 7.56 -- 0.981 -- -- -- 0.359 0.0529 -- -- -- --
192.7 0.647 7.55 -- -- -0.679 -- -- 0.353 -- 29.5 96 -- --
211.85 0.679 7.54 -- -- -- -- -- 0.37 -- -- -- -- --

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 96.32 temperature 30.0 270 < th dose independent rect. 9 18
2 96.44 temperature 30.0 270 < th dose independent rect. 7 22
8 97.58 temperature 30.0 270 < th dose independent rect. 8 8
19 98.29 temperature 25.0 10 > th dose dependent rect. 15 19
21 98.79 temperature 25.0 10 > th dose dependent rect. 13 21
29 99.18 temperature 30.0 270 < th dose independent rect. 17 22
30 99.23 temperature 15.0 90 > th dose dependent rect. 4 16
31 99.24 wind 9.0 43200 > th dose dependent rect. 20 2
43 99.75 temperature 30.0 720 < th dose independent rect. 1 10
45 99.80 temperature 30.0 270 < th dose independent rect. 9 13
49 99.87 temperature 30.0 270 > th dose independent rect. 8 9
69 100.07 temperature 15.0 10 > th dose dependent rect. 5 15
73 100.16 temperature 30.0 270 > th dose independent sin 0 NA
99 100.40 temperature 30.0 720 < th dose independent rect. 18 18
100 100.40 wind 9.0 43200 > th dose dependent rect. 15 15
101 100.41 wind 9.0 43200 > th dose independent rect. 20 2
104 100.45 temperature 30.0 270 < th dose independent rect. 21 23
113 100.61 wind 9.0 43200 > th dose dependent sin 15 NA
118 100.69 wind 9.0 43200 < th dose independent rect. 20 2
119 100.70 temperature 30.0 720 < th dose independent rect. 9 2
132 100.79 wind 9.0 43200 > th dose dependent rect. 15 10
135 100.81 temperature 30.0 270 > th dose independent no NA NA
142 100.81 temperature 30.0 720 < th dose independent rect. 24 13
234 100.86 humidity 80.0 43200 > th dose independent rect. 22 1
239 100.93 temperature 30.0 270 < th dose independent no NA NA
242 101.00 temperature 30.0 270 > th dose independent rect. 12 23
246 101.06 temperature 30.0 270 < th dose independent sin 0 NA
315 101.43 humidity 60.0 14400 < th dose independent rect. 17 1
320 101.46 wind 9.0 43200 > th dose independent sin 13 NA
330 101.61 wind 9.0 43200 < th dose independent sin 13 NA
333 101.63 humidity 50.0 14400 > th dose independent rect. 16 19
336 101.64 temperature 30.0 270 < th dose independent rect. 11 23
338 101.65 wind 1.0 43200 < th dose dependent rect. 8 2
345 101.71 wind 9.0 43200 > th dose independent rect. 15 16
347 101.73 atmosphere 1000.0 43200 > th dose independent rect. 21 1
348 101.73 atmosphere 1000.0 43200 < th dose independent rect. 21 1
355 101.76 temperature 25.0 720 > th dose dependent rect. 6 3
376 101.88 humidity 60.0 14400 < th dose independent rect. 17 16
379 101.89 wind 9.0 43200 > th dose dependent rect. 16 5
382 101.90 wind 9.0 43200 > th dose dependent rect. 12 19
394 101.98 atmosphere 1000.0 43200 > th dose independent rect. 23 1
415 102.07 temperature 20.0 30 > th dose dependent rect. 4 19
425 102.14 wind 9.0 43200 < th dose independent rect. 17 5
430 102.17 wind 9.0 43200 < th dose independent rect. 15 16
434 102.21 wind 1.0 43200 < th dose independent rect. 8 2
483 102.31 radiation 1.0 270 < th dose dependent rect. 5 23
493 102.38 wind 9.0 43200 < th dose independent rect. 15 13
498 102.41 humidity 80.0 43200 < th dose independent rect. 22 1
512 102.48 humidity 60.0 270 > th dose independent rect. 8 19
547 102.65 humidity 50.0 270 > th dose dependent rect. 9 18
549 102.66 humidity 60.0 270 > th dose independent rect. 9 17
553 102.67 wind 9.0 43200 > th dose independent rect. 17 5
554 102.67 humidity 60.0 14400 > th dose independent rect. 17 12
562 102.68 humidity 60.0 14400 > th dose independent rect. 17 2
564 102.68 temperature 30.0 270 > th dose dependent sin 3 NA
566 102.69 humidity 60.0 14400 > th dose independent rect. 17 6
570 102.70 humidity 50.0 14400 < th dose independent rect. 16 19
592 102.77 wind 9.0 43200 > th dose independent rect. 17 12
606 102.80 temperature 30.0 720 > th dose independent rect. 8 3
626 102.83 radiation 1.0 270 < th dose independent rect. 6 22
637 102.87 wind 1.0 43200 > th dose independent rect. 8 2
640 102.87 wind 9.0 43200 < th dose independent rect. 17 11
650 102.89 wind 9.0 43200 < th dose independent rect. 13 20
653 102.90 temperature 30.0 720 > th dose independent sin 8 NA
662 102.92 humidity 50.0 4320 > th dose independent rect. 15 1
664 102.92 temperature 30.0 270 > th dose dependent rect. 17 22
673 102.96 temperature 30.0 720 < th dose independent sin 8 NA
682 102.98 wind 9.0 43200 < th dose independent rect. 15 10
713 103.04 precipitation 0.1 43200 > th dose dependent rect. 19 2
729 103.08 wind 5.0 43200 < th dose independent rect. 16 16
731 103.08 wind 9.0 43200 > th dose dependent rect. 13 11
742 103.11 atmosphere 995.0 43200 < th dose independent rect. 15 7
769 103.17 wind 5.0 43200 < th dose independent rect. 15 19
771 103.18 atmosphere 995.0 43200 > th dose independent rect. 15 7
785 103.18 wind 7.0 43200 > th dose independent rect. 15 20
796 103.20 humidity 50.0 14400 < th dose independent sin 11 NA
809 103.22 humidity 60.0 14400 < th dose dependent rect. 16 17
815 103.24 wind 9.0 43200 > th dose independent rect. 13 20
816 103.24 temperature 30.0 270 > th dose dependent rect. 8 8
831 103.25 wind 5.0 43200 > th dose independent rect. 16 16
833 103.25 wind 5.0 43200 > th dose independent rect. 15 18
848 103.27 humidity 50.0 14400 < th dose independent rect. 15 3
849 103.27 atmosphere 995.0 43200 > th dose independent rect. 18 3
991 103.33 precipitation 0.1 43200 > th dose dependent rect. 17 4