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Os04g0453400

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

Description : Similar to Monosaccharide transporter 1.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.93 (0.0334) R2 : 0.689
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.63 (0.0853) R2dE : 0.65 R2E : 0.643
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.508 (0.0702) R2dN8 : 0.0459 R2N8 : 0.0393
σ : 0.627
deviance : 181.2
__
_____
C
peak time of C : --
E
wheather : radiation
threshold : 1.24
memory length : 87
response mode : > th
dose dependency : dose independent
G
type of G : sin
peak or start time of G : 13.3
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
159.71 0.594 7.92 0.319 0.544 2.24 2.15 -0.255 -0.471 14.1 1.36 83 12.8 --
158.88 0.587 7.91 0.329 0.671 2.21 1.99 -- -0.451 14 1.36 74 12.3 --
163.71 0.596 7.93 0.408 0.574 2.17 -- 2.03 -0.462 14.6 1.359 78 12.9 --
173.61 0.614 7.92 0.387 0.674 2.2 -- -- -0.452 14.3 1.356 74 12.4 --
166.76 0.601 7.92 0.38 -- 2.58 -- 1.97 -0.464 -- 1.233 88 13.5 --
224.51 0.702 7.92 0.43 2.33 -- 2.11 -- -0.445 14.8 -- -- -- --
239.88 0.725 7.92 0.482 2.34 -- -- -- -0.432 14.8 -- -- -- --
177.72 0.621 7.92 0.364 -- 2.63 -- -- -0.467 -- 1.24 87 13.4 --
177.59 0.621 7.93 -- 0.646 2.23 -- -- -0.494 14.2 1.359 75 12.4 --
556.23 1.1 7.93 0.382 -- -- -- -- -0.492 -- -- -- -- --
246 0.734 7.93 -- 2.33 -- -- -- -0.486 14.8 -- -- -- --
181.2 0.627 7.93 -- -- 2.63 -- -- -0.508 -- 1.24 87 13.3 --
560.08 1.1 7.94 -- -- -- -- -- -0.534 -- -- -- -- --

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
1 157.88 humidity 50.0 270 > th dose independent rect. 16 18
2 158.39 radiation 1.0 270 > th dose independent rect. 10 7
3 158.64 precipitation 0.1 270 < th dose independent rect. 11 16
4 158.64 precipitation 0.1 270 < th dose dependent rect. 11 16
5 158.73 radiation 1.0 90 > th dose independent rect. 11 18
28 160.13 temperature 10.0 270 > th dose dependent rect. 10 6
31 160.86 temperature 30.0 270 < th dose independent rect. 16 17
32 160.93 radiation 40.0 270 < th dose dependent rect. 14 8
35 161.19 wind 1.0 270 > th dose independent rect. 11 16
36 161.54 radiation 30.0 270 < th dose independent rect. 14 9
37 161.55 radiation 1.0 90 > th dose independent sin 19 NA
40 161.77 radiation 1.0 30 > th dose independent sin 17 NA
41 162.19 radiation 20.0 270 < th dose independent rect. 15 7
42 162.28 humidity 50.0 270 > th dose dependent rect. 16 5
58 162.64 wind 1.0 270 > th dose independent rect. 10 6
59 162.69 radiation 1.0 30 < th dose dependent sin 18 NA
70 163.46 precipitation 0.1 270 < th dose independent rect. 9 8
71 163.46 precipitation 0.1 270 < th dose dependent rect. 9 8
75 163.71 precipitation 0.1 270 < th dose independent rect. 10 6
76 163.71 precipitation 0.1 270 < th dose dependent rect. 10 6
79 163.75 temperature 10.0 270 > th dose dependent rect. 11 4
81 164.00 radiation 1.0 90 < th dose independent sin 19 NA
82 164.06 temperature 10.0 270 > th dose independent rect. 10 6
83 164.06 atmosphere 1015.0 270 < th dose independent rect. 10 6
84 164.06 temperature 10.0 270 > th dose independent rect. 16 18
85 164.06 atmosphere 995.0 270 > th dose independent rect. 16 18
87 164.08 temperature 15.0 270 > th dose independent rect. 5 16
89 164.21 wind 9.0 270 < th dose independent rect. 10 6
90 164.22 wind 9.0 270 < th dose independent rect. 16 18
95 164.40 temperature 15.0 270 > th dose independent rect. 3 8
106 165.06 wind 1.0 270 > th dose independent rect. 9 8
107 165.09 precipitation 0.1 270 < th dose independent rect. 23 16
108 165.09 precipitation 0.1 270 < th dose dependent rect. 23 16
109 165.20 precipitation 0.1 270 < th dose independent rect. 21 8
111 165.20 precipitation 0.1 270 < th dose dependent rect. 21 8
115 165.25 atmosphere 995.0 270 > th dose independent rect. 17 16
122 165.57 temperature 10.0 270 > th dose independent rect. 9 8
123 165.57 atmosphere 1015.0 270 < th dose independent rect. 9 8
125 165.58 radiation 1.0 270 > th dose independent rect. 9 20
126 165.60 wind 9.0 270 < th dose independent rect. 17 16
187 166.46 temperature 25.0 30 > th dose independent rect. 12 6
189 166.54 humidity 90.0 270 < th dose independent rect. 10 7
191 166.62 wind 1.0 270 > th dose independent rect. 11 4
193 166.67 radiation 1.0 270 < th dose dependent rect. 21 16
199 166.78 temperature 15.0 270 > th dose independent rect. 15 20
205 167.03 radiation 1.0 270 > th dose independent rect. 11 4
207 167.10 atmosphere 995.0 270 > th dose independent rect. 10 6
213 167.23 temperature 20.0 30 > th dose dependent rect. 12 6
217 167.30 temperature 15.0 270 > th dose independent rect. 15 8
219 167.39 precipitation 0.1 270 < th dose independent rect. 11 4
221 167.39 precipitation 0.1 270 < th dose dependent rect. 11 4
227 167.53 humidity 50.0 270 > th dose independent rect. 15 7
229 167.72 wind 9.0 270 < th dose independent rect. 3 8
232 167.81 temperature 10.0 270 > th dose independent rect. 23 16
233 167.82 temperature 10.0 270 > th dose independent rect. 11 4
234 167.82 atmosphere 1015.0 270 < th dose independent rect. 11 4
238 167.94 humidity 50.0 270 > th dose dependent rect. 16 18
242 167.97 atmosphere 995.0 270 > th dose independent rect. 3 8
243 167.97 atmosphere 1015.0 270 < th dose independent rect. 3 8
244 167.97 temperature 10.0 270 > th dose independent rect. 11 16
246 168.01 wind 9.0 270 < th dose independent rect. 11 4
248 168.06 radiation 40.0 270 < th dose independent rect. 17 16
252 168.11 wind 9.0 270 < th dose independent rect. 11 16
253 168.12 wind 9.0 270 < th dose independent rect. 15 20
258 168.22 humidity 50.0 270 > th dose independent rect. 3 8
260 168.23 atmosphere 1015.0 270 < th dose independent rect. 23 16
264 168.26 wind 9.0 270 < th dose independent rect. 23 16
266 168.35 radiation 1.0 270 < th dose dependent rect. 21 10
271 168.44 radiation 1.0 270 < th dose dependent rect. 21 8
272 168.46 temperature 10.0 270 > th dose independent rect. 21 8
273 168.46 temperature 30.0 270 < th dose independent rect. 21 8
274 168.46 humidity 50.0 270 > th dose independent rect. 21 8
277 168.46 atmosphere 995.0 270 > th dose independent rect. 21 8
278 168.46 radiation 20.0 270 < th dose independent rect. 21 8
283 168.48 radiation 30.0 270 < th dose dependent rect. 21 8
285 168.49 wind 9.0 270 < th dose independent rect. 15 8
289 168.53 radiation 1.0 270 < th dose independent rect. 21 8
291 168.54 humidity 70.0 270 > th dose independent rect. 15 6
304 168.74 wind 9.0 270 < th dose independent rect. 21 8
307 168.81 precipitation 0.1 270 < th dose independent rect. 22 18
308 168.81 precipitation 0.1 270 < th dose dependent rect. 22 18
309 168.82 atmosphere 995.0 270 > th dose independent rect. 11 4
318 169.01 temperature 30.0 270 < th dose independent rect. 16 5
323 169.18 atmosphere 995.0 270 > th dose independent rect. 15 20
324 169.21 atmosphere 995.0 270 > th dose independent rect. 23 16
331 169.32 humidity 90.0 270 < th dose independent rect. 11 4
345 169.51 wind 9.0 270 < th dose independent rect. 5 16
364 169.95 humidity 50.0 270 > th dose independent rect. 11 4
377 170.17 precipitation 0.1 270 < th dose independent rect. 3 8
378 170.17 precipitation 0.1 270 < th dose dependent rect. 3 8
399 170.69 atmosphere 1015.0 270 < th dose independent rect. 5 16
405 170.77 temperature 30.0 270 < th dose independent rect. 15 7
410 170.82 temperature 15.0 270 > th dose independent rect. 16 6
411 170.83 radiation 1.0 10 < th dose dependent rect. 17 8
414 170.88 precipitation 0.1 270 < th dose independent rect. 21 20
415 170.88 precipitation 0.1 270 < th dose dependent rect. 21 20
420 171.02 radiation 1.0 30 < th dose independent rect. 16 9
434 171.22 radiation 1.0 270 < th dose independent rect. 21 16
447 171.42 wind 1.0 270 > th dose independent rect. 21 8
451 171.48 atmosphere 995.0 270 > th dose independent rect. 15 8
458 171.55 temperature 10.0 270 > th dose independent rect. 22 18
478 171.66 temperature 10.0 270 > th dose dependent rect. 10 17
482 171.78 wind 9.0 270 < th dose independent rect. 16 6
484 171.79 wind 9.0 270 < th dose independent rect. 22 18
488 171.82 atmosphere 995.0 270 > th dose independent rect. 16 6
513 172.14 atmosphere 995.0 90 > th dose dependent rect. 17 18
531 172.27 radiation 1.0 10 < th dose dependent rect. 7 18
535 172.34 humidity 90.0 30 < th dose independent rect. 12 6
543 172.39 atmosphere 1015.0 270 < th dose independent rect. 22 18
544 172.40 radiation 1.0 270 < th dose independent sin 22 NA
580 172.72 radiation 1.0 270 < th dose independent rect. 5 16
602 172.88 radiation 1.0 270 > th dose dependent rect. 12 3
618 172.98 atmosphere 995.0 270 > th dose independent rect. 5 16
635 173.10 wind 1.0 270 > th dose dependent rect. 11 4
641 173.15 temperature 10.0 270 > th dose dependent rect. 4 6
650 173.29 temperature 10.0 1440 > th dose independent rect. 13 5
654 173.29 temperature 10.0 1440 > th dose independent rect. 18 19
657 173.30 precipitation 0.1 90 < th dose independent rect. 1 16
658 173.30 precipitation 0.1 90 < th dose dependent rect. 1 16
708 173.67 humidity 50.0 270 > th dose independent rect. 10 6
725 173.77 wind 7.0 10 < th dose independent rect. 18 18
747 173.85 radiation 40.0 270 < th dose dependent rect. 16 17
748 173.86 atmosphere 1015.0 270 < th dose independent rect. 21 8
761 173.90 radiation 10.0 270 < th dose dependent rect. 6 15
762 173.91 radiation 20.0 270 > th dose independent rect. 12 3
782 173.97 radiation 40.0 270 > th dose independent rect. 12 3
827 174.22 wind 9.0 270 < th dose dependent rect. 15 7
857 174.38 precipitation 0.1 270 < th dose independent rect. 16 18
858 174.38 humidity 50.0 10 > th dose dependent rect. 17 7
860 174.38 precipitation 0.1 270 < th dose dependent rect. 16 18
869 174.44 humidity 50.0 90 > th dose independent rect. 17 8
883 174.53 wind 9.0 10 < th dose independent rect. 12 6
899 174.69 radiation 1.0 270 > th dose dependent rect. 11 6
903 174.73 wind 1.0 270 > th dose independent rect. 16 6
971 175.20 precipitation 0.1 10 < th dose independent rect. 12 6
972 175.20 precipitation 0.1 10 < th dose dependent rect. 12 6
979 175.25 atmosphere 995.0 270 > th dose dependent rect. 11 4
998 175.39 wind 9.0 270 < th dose dependent rect. 16 5