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Os03g0326500

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

Description : Similar to Thioredoxin-like 1.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 14.7 (0.0277) R2 : 0.729
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.96 (0.0616) R2dE : 0.661 R2E : 0.657
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.561 (0.0584) R2dN8 : 0.0724 R2N8 : 0.0683
σ : 0.521
deviance : 125.21
__
_____
C
peak time of C : --
E
wheather : radiation
threshold : 0.1199
memory length : 99
response mode : > th
dose dependency : dose independent
G
type of G : sin
peak or start time of G : 22.1
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 independent, 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
111.17 0.495 14.7 0.329 0.438 1.82 -1.65 1.11 0.598 6.84 0.31 97 21.3 --
113.73 0.497 14.7 0.307 0.442 1.89 -1.36 -- 0.624 5.16 0.3101 95 20.9 --
116.82 0.503 14.7 0.259 0.446 1.88 -- 0.622 0.618 6.02 0.3192 95 21.1 --
118.14 0.506 14.7 0.303 0.396 1.9 -- -- 0.583 6.03 0.3189 101 21.3 --
122.66 0.516 14.7 0.27 -- 1.9 -- 0.582 0.627 -- 0.11 97 21.8 --
154.91 0.583 14.6 0.327 2.11 -- 0.358 -- 0.671 10.5 -- -- -- --
155.43 0.584 14.6 0.341 2.11 -- -- -- 0.672 10.4 -- -- -- --
123.19 0.517 14.7 0.388 -- 1.94 -- -- 0.578 -- 0.08 101 22.1 --
120.71 0.512 14.7 -- 0.427 1.94 -- -- 0.556 5.59 0.3108 101 21.2 --
428.38 0.967 14.7 0.305 -- -- -- -- 0.664 -- -- -- -- --
158.49 0.589 14.6 -- 2.11 -- -- -- 0.634 10.4 -- -- -- --
125.21 0.521 14.7 -- -- 1.96 -- -- 0.561 -- 0.1199 99 22.1 --
430.84 0.969 14.7 -- -- -- -- -- 0.63 -- -- -- -- --

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
1 107.66 temperature 15.0 90 > th dose independent rect. 5 10
2 109.01 wind 9.0 90 < th dose independent rect. 5 10
3 109.13 precipitation 0.1 90 < th dose independent rect. 5 10
4 109.13 precipitation 0.1 90 < th dose dependent rect. 5 10
6 109.70 atmosphere 1015.0 90 < th dose independent rect. 5 10
7 109.70 temperature 10.0 90 > th dose independent rect. 15 14
8 109.74 radiation 30.0 90 < th dose independent rect. 14 15
10 110.12 atmosphere 995.0 90 > th dose independent rect. 5 10
12 111.16 radiation 40.0 90 < th dose dependent rect. 14 15
13 111.20 wind 9.0 90 < th dose independent rect. 15 14
18 112.63 radiation 1.0 90 > th dose independent rect. 4 11
30 112.81 precipitation 0.1 90 < th dose independent rect. 15 14
31 112.81 precipitation 0.1 90 < th dose dependent rect. 15 14
32 112.83 radiation 1.0 90 < th dose dependent sin 3 NA
33 112.84 humidity 50.0 90 > th dose independent rect. 5 10
35 112.94 radiation 40.0 10 < th dose dependent rect. 15 15
43 113.61 temperature 10.0 90 > th dose dependent rect. 5 10
45 113.70 atmosphere 995.0 90 > th dose independent rect. 15 14
55 114.36 temperature 10.0 270 > th dose independent rect. 13 15
61 114.94 wind 9.0 270 < th dose independent rect. 13 15
63 115.08 radiation 1.0 90 > th dose independent sin 3 NA
67 115.31 temperature 10.0 270 > th dose dependent rect. 24 3
68 115.32 wind 7.0 10 < th dose dependent rect. 24 6
69 115.34 wind 9.0 270 < th dose independent rect. 3 22
73 115.43 humidity 50.0 270 > th dose dependent rect. 1 2
75 115.52 radiation 1.0 90 < th dose dependent rect. 1 16
76 115.54 radiation 1.0 90 < th dose independent rect. 1 6
79 115.59 humidity 60.0 10 > th dose dependent rect. 24 6
82 115.61 wind 5.0 90 < th dose dependent rect. 1 4
92 115.76 wind 9.0 270 < th dose dependent rect. 1 2
93 115.77 radiation 1.0 270 < th dose dependent rect. 23 15
98 115.80 radiation 1.0 90 < th dose independent rect. 1 15
99 115.81 radiation 1.0 270 < th dose dependent rect. 23 12
108 115.90 precipitation 0.1 270 < th dose independent rect. 1 2
109 115.90 precipitation 0.1 270 < th dose dependent rect. 1 2
113 115.93 temperature 15.0 270 > th dose independent rect. 3 22
115 115.94 wind 9.0 270 < th dose independent rect. 1 2
116 115.94 temperature 10.0 270 > th dose independent rect. 1 2
118 115.94 temperature 30.0 270 < th dose independent rect. 1 2
119 115.94 humidity 50.0 270 > th dose independent rect. 1 2
122 115.94 atmosphere 995.0 270 > th dose independent rect. 1 2
123 115.94 atmosphere 1010.0 270 < th dose independent rect. 1 2
125 115.94 radiation 1.0 270 < th dose independent rect. 1 2
131 115.94 radiation 1.0 270 < th dose dependent rect. 1 2
136 115.94 radiation 1.0 90 < th dose dependent rect. 1 10
140 115.98 precipitation 0.1 270 < th dose independent rect. 13 15
142 115.98 radiation 1.0 90 < th dose dependent rect. 1 7
144 115.98 precipitation 0.1 270 < th dose dependent rect. 13 15
157 116.19 wind 9.0 270 < th dose dependent rect. 23 6
159 116.21 atmosphere 1010.0 270 < th dose independent rect. 23 6
168 116.30 radiation 1.0 90 < th dose independent rect. 1 10
171 116.33 temperature 15.0 270 > th dose independent rect. 5 18
172 116.34 radiation 1.0 90 < th dose dependent rect. 1 18
177 116.36 radiation 1.0 90 < th dose independent sin 4 NA
179 116.38 wind 9.0 270 < th dose independent rect. 5 18
207 116.54 radiation 1.0 270 < th dose dependent rect. 23 6
210 116.57 wind 1.0 90 > th dose independent rect. 5 10
214 116.63 temperature 10.0 270 > th dose dependent rect. 23 6
222 116.75 temperature 15.0 270 > th dose independent rect. 23 6
228 116.80 radiation 1.0 270 < th dose independent rect. 23 6
233 116.81 wind 9.0 270 < th dose independent rect. 23 6
235 116.81 temperature 30.0 270 < th dose independent rect. 23 6
236 116.81 humidity 50.0 270 > th dose independent rect. 23 6
239 116.81 atmosphere 995.0 270 > th dose independent rect. 23 6
257 116.95 wind 3.0 270 < th dose independent rect. 24 4
262 117.04 wind 9.0 10 < th dose independent rect. 6 18
263 117.05 precipitation 0.1 270 < th dose independent rect. 23 6
265 117.05 humidity 50.0 270 > th dose dependent rect. 23 6
266 117.05 precipitation 0.1 270 < th dose dependent rect. 23 6
294 117.15 wind 1.0 270 > th dose independent rect. 24 4
300 117.27 radiation 20.0 10 < th dose independent rect. 14 16
304 117.32 radiation 30.0 10 < th dose dependent rect. 24 6
311 117.40 radiation 10.0 10 < th dose independent rect. 24 6
314 117.43 precipitation 0.1 270 < th dose independent rect. 5 18
315 117.43 radiation 1.0 90 < th dose independent rect. 24 19
317 117.43 precipitation 0.1 270 < th dose dependent rect. 5 18
320 117.49 atmosphere 1010.0 10 < th dose independent rect. 24 6
331 117.56 precipitation 0.1 10 < th dose independent rect. 6 18
334 117.56 precipitation 0.1 10 < th dose dependent rect. 6 18
336 117.57 temperature 10.0 10 > th dose dependent rect. 24 6
339 117.58 radiation 20.0 10 < th dose dependent rect. 2 4
346 117.63 humidity 80.0 10 > th dose independent rect. 24 6
352 117.67 temperature 15.0 10 > th dose independent rect. 24 6
353 117.68 wind 1.0 270 > th dose independent rect. 4 20
355 117.69 wind 9.0 10 < th dose independent rect. 24 6
357 117.69 temperature 30.0 10 < th dose independent rect. 24 6
358 117.69 humidity 50.0 10 > th dose independent rect. 24 6
361 117.69 atmosphere 995.0 10 > th dose independent rect. 24 6
365 117.69 temperature 10.0 10 > th dose independent rect. 6 18
369 117.71 precipitation 0.1 270 < th dose independent rect. 3 21
371 117.71 precipitation 0.1 270 < th dose dependent rect. 3 21
374 117.73 wind 7.0 10 < th dose dependent rect. 2 4
396 117.86 wind 3.0 30 < th dose independent rect. 24 6
413 118.01 humidity 50.0 10 > th dose dependent rect. 2 4
473 118.23 wind 9.0 10 < th dose independent rect. 6 20
501 118.31 atmosphere 995.0 270 > th dose dependent rect. 24 3
505 118.33 temperature 10.0 10 > th dose dependent rect. 2 4
528 118.48 radiation 10.0 10 < th dose independent rect. 2 4
531 118.50 precipitation 0.1 30 < th dose independent rect. 24 6
532 118.50 precipitation 0.1 30 < th dose dependent rect. 24 6
535 118.53 temperature 10.0 1440 > th dose independent rect. 6 10
538 118.53 temperature 10.0 1440 > th dose independent rect. 16 14
541 118.54 temperature 10.0 1440 > th dose independent rect. 1 6
544 118.54 temperature 30.0 1440 < th dose independent rect. 1 6
548 118.54 humidity 50.0 1440 > th dose independent rect. 1 6
553 118.54 atmosphere 995.0 1440 > th dose independent rect. 1 6
554 118.54 radiation 40.0 1440 < th dose independent rect. 1 6
558 118.54 temperature 10.0 1440 > th dose independent rect. 7 18
570 118.65 atmosphere 1015.0 1440 < th dose independent rect. 1 6
586 118.81 wind 9.0 10 < th dose independent rect. 2 4
587 118.81 temperature 10.0 10 > th dose independent rect. 2 4
589 118.81 temperature 30.0 10 < th dose independent rect. 2 4
590 118.81 humidity 50.0 10 > th dose independent rect. 2 4
593 118.81 atmosphere 995.0 10 > th dose independent rect. 2 4
594 118.81 atmosphere 1010.0 10 < th dose independent rect. 2 4
599 118.81 temperature 10.0 10 > th dose independent rect. 6 20
646 119.07 precipitation 0.1 10 < th dose independent rect. 6 20
650 119.07 precipitation 0.1 10 < th dose dependent rect. 6 20
680 119.26 atmosphere 1015.0 1440 < th dose independent rect. 3 4
690 119.33 atmosphere 995.0 10 > th dose dependent rect. 24 6
724 119.45 temperature 20.0 10 > th dose independent rect. 6 9
728 119.46 atmosphere 995.0 270 > th dose independent rect. 13 15
753 119.67 precipitation 0.1 10 < th dose independent rect. 2 4
755 119.67 precipitation 0.1 10 < th dose dependent rect. 2 4
775 119.76 wind 9.0 90 < th dose dependent rect. 15 14
823 119.90 atmosphere 995.0 10 > th dose independent rect. 6 18
832 119.95 atmosphere 995.0 10 > th dose dependent rect. 2 4
845 120.01 atmosphere 995.0 270 > th dose independent rect. 5 18
859 120.02 wind 9.0 10 < th dose independent rect. 6 9
874 120.08 precipitation 0.1 10 < th dose independent rect. 6 9
876 120.08 precipitation 0.1 10 < th dose dependent rect. 6 9
882 120.11 wind 9.0 1440 < th dose independent rect. 1 6
892 120.18 temperature 10.0 10 > th dose independent rect. 6 9
894 120.18 atmosphere 995.0 10 > th dose independent rect. 6 9
895 120.18 atmosphere 1015.0 10 < th dose independent rect. 6 9
896 120.18 temperature 10.0 10 > th dose independent rect. 15 15
938 120.25 atmosphere 1015.0 270 < th dose independent rect. 5 18
941 120.26 humidity 50.0 90 > th dose independent rect. 15 14
976 120.31 radiation 1.0 270 < th dose dependent rect. 22 21
999 120.43 temperature 10.0 90 > th dose dependent rect. 15 14