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Os07g0448800

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

Description : Aquaporin.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13.9 (0.0228) R2 : 0.898
β1 : -0.242 (0.0835) R2dD : 0.00193 R2D : -0.00625
β2 : 2.97 (0.0712) R2dC : 0.59 R2C : 0.804
β3 : -1.41 (0.108) R2dE : 0.0593 R2E : 0.271
β4 : 2.99 (0.244) R2dD*C : 0.0333 R2D*C : 0.0232
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.1 (0.0486) R2dN8 : 0.00139 R2N8 : -0.00292
σ : 0.425
deviance : 83.3
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_____
C
peak time of C : 8.21
E
wheather : humidity
threshold : 45.84
memory length : 8
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 16
open length of G : 4.95

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, response mode = > th, dose dependency = dose dependent, type of G = rect.)

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
76.55 0.411 13.9 -0.212 2.97 -1.43 1.98 -2.49 0.0886 8.21 47.59 10 16 4.92
83.3 0.425 13.9 -0.242 2.97 -1.41 2.99 -- 0.1 8.21 45.84 8 16 4.95
85.58 0.431 13.9 -0.108 3.07 -1.27 -- -3.63 0.0701 8.15 46.58 9 16 4.47
110.07 0.489 13.9 -0.17 2.92 -1.44 -- -- 0.0995 8.21 42.19 12 15.9 4.92
128.62 0.528 14.1 -0.194 -- -3.92 -- -1.97 -0.193 -- -10.95 459 11.1 9.83
112.94 0.498 13.9 -0.249 3.52 -- 3.03 -- 0.0689 7.95 -- -- -- --
139.94 0.554 13.9 -0.166 3.52 -- -- -- 0.0658 7.94 -- -- -- --
136.64 0.544 14 -0.23 -- -3.82 -- -- 0.0765 -- -24.2 434 11.2 9.84
110.63 0.49 13.9 -- 2.93 -1.41 -- -- 0.0995 8.21 41.77 12 15.9 4.9
815.32 1.33 14 -0.13 -- -- -- -- 0.112 -- -- -- -- --
140.67 0.555 13.9 -- 3.52 -- -- -- 0.0843 7.95 -- -- -- --
124.92 0.521 13.9 -- -- -4.08 -- -- 0.178 -- -98.31 505 10.8 9.55
815.76 1.33 14 -- -- -- -- -- 0.126 -- -- -- -- --

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 77.69 humidity 50.0 10 > th dose dependent rect. 16 4
7 80.70 radiation 20.0 270 < th dose independent rect. 16 1
8 80.76 humidity 50.0 270 > th dose independent rect. 15 3
17 82.17 radiation 40.0 270 < th dose dependent rect. 16 1
21 82.59 humidity 50.0 270 > th dose independent rect. 16 1
24 82.67 humidity 70.0 10 > th dose independent rect. 16 4
27 82.80 humidity 50.0 270 > th dose independent rect. 14 5
30 82.91 temperature 30.0 90 < th dose independent rect. 16 4
36 83.21 radiation 10.0 10 < th dose dependent rect. 7 13
37 83.27 precipitation 0.1 270 < th dose independent rect. 17 23
38 83.27 precipitation 0.1 270 < th dose dependent rect. 17 23
41 83.44 radiation 10.0 10 < th dose dependent rect. 13 7
43 83.55 radiation 20.0 270 < th dose independent rect. 15 3
45 83.59 radiation 40.0 270 < th dose dependent rect. 15 3
60 84.08 radiation 30.0 90 < th dose dependent rect. 15 5
72 84.38 radiation 1.0 90 < th dose dependent rect. 5 14
73 84.42 radiation 10.0 10 < th dose independent rect. 14 6
81 84.61 temperature 30.0 270 < th dose independent rect. 16 1
135 85.32 radiation 30.0 14400 < th dose independent rect. 17 4
171 85.81 radiation 10.0 10 < th dose dependent sin 21 NA
197 86.20 temperature 15.0 1440 > th dose independent rect. 17 4
202 86.24 humidity 70.0 10 > th dose independent rect. 14 6
207 86.27 humidity 50.0 10 > th dose dependent rect. 16 18
215 86.34 radiation 30.0 1440 < th dose independent rect. 17 4
221 86.34 temperature 10.0 1440 > th dose independent rect. 21 20
226 86.35 wind 9.0 30 < th dose dependent rect. 16 4
234 86.47 radiation 1.0 30 < th dose independent rect. 5 15
261 86.76 temperature 15.0 270 > th dose independent rect. 17 23
282 86.94 wind 9.0 270 < th dose independent rect. 16 1
292 87.03 radiation 10.0 10 < th dose independent rect. 10 10
297 87.10 temperature 20.0 270 > th dose independent rect. 16 1
307 87.19 temperature 10.0 270 > th dose independent rect. 16 1
309 87.19 atmosphere 1010.0 270 < th dose independent rect. 16 1
321 87.24 precipitation 0.1 90 < th dose independent rect. 20 20
322 87.24 precipitation 0.1 90 < th dose dependent rect. 20 20
338 87.38 wind 9.0 30 < th dose independent rect. 16 4
340 87.39 radiation 10.0 10 < th dose independent rect. 7 13
341 87.42 radiation 10.0 90 < th dose independent rect. 7 13
347 87.48 temperature 15.0 30 > th dose independent rect. 20 20
362 87.50 temperature 10.0 30 > th dose independent rect. 16 4
364 87.50 atmosphere 1010.0 30 < th dose independent rect. 16 4
371 87.51 wind 1.0 270 > th dose independent rect. 16 1
424 87.82 wind 9.0 30 < th dose independent rect. 20 20
453 87.93 atmosphere 995.0 30 > th dose independent rect. 20 20
454 87.94 radiation 1.0 90 < th dose dependent rect. 17 2
456 87.96 wind 1.0 10 > th dose independent rect. 16 4
460 87.99 temperature 15.0 270 > th dose independent rect. 18 21
485 88.21 wind 1.0 90 > th dose independent rect. 16 4
486 88.21 atmosphere 995.0 30 > th dose independent rect. 16 4
532 88.45 atmosphere 995.0 270 > th dose independent rect. 16 1
544 88.52 wind 9.0 270 < th dose dependent rect. 16 1
581 88.78 temperature 30.0 10 < th dose dependent rect. 16 4
583 88.79 precipitation 0.1 10 < th dose independent rect. 16 4
584 88.79 wind 9.0 270 < th dose independent rect. 18 21
585 88.79 precipitation 0.1 10 < th dose dependent rect. 16 4
618 88.96 wind 9.0 270 < th dose independent rect. 17 23
622 88.97 atmosphere 995.0 30 > th dose dependent rect. 16 4
648 89.18 temperature 20.0 270 > th dose independent rect. 14 6
672 89.30 atmosphere 995.0 270 > th dose independent rect. 18 21
691 89.42 humidity 50.0 14400 > th dose independent rect. 18 3
751 89.77 atmosphere 995.0 270 > th dose independent rect. 20 18
786 89.92 humidity 50.0 1440 > th dose independent rect. 18 3
813 89.96 atmosphere 1015.0 30 < th dose independent rect. 20 20
907 90.26 humidity 50.0 270 > th dose independent rect. 14 18
921 90.32 precipitation 0.1 270 < th dose independent rect. 16 1
924 90.32 precipitation 0.1 270 < th dose dependent rect. 16 1
973 90.51 radiation 1.0 90 < th dose independent sin 23 NA