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Os02g0323000

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

Description : Similar to Felis catus multi-drug resistance related (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.99 (0.0296) R2 : 0.378
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.26 (0.0773) R2dC : 0.363 R2C : 0.36
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.196 (0.0622) R2dN8 : 0.0175 R2N8 : 0.0146
σ : 0.558
deviance : 142.19
__
_____
C
peak time of C : 6.67
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
130.02 0.536 8.06 -0.458 1.26 -0.0129 -0.147 2.67 0.0226 6.66 24.8 1369 -- --
135.46 0.546 7.98 0.354 1.2 0.41 -0.305 -- 0.202 6.85 30.88 1766 -- --
129.48 0.53 8.05 -0.389 1.27 0.0176 -- 2.14 0.0445 6.62 23.9 1398 -- --
135.7 0.546 7.98 0.348 1.2 0.404 -- -- 0.204 6.87 30.84 1759 -- --
188.15 0.639 7.91 0.165 -- 0.603 -- 1.6 0.605 -- 26.18 400 -- --
139.49 0.554 7.98 0.316 1.25 -- -0.217 -- 0.23 6.68 -- -- -- --
139.61 0.553 7.98 0.313 1.25 -- -- -- 0.231 6.68 -- -- -- --
176.27 0.618 7.95 0.594 -- 0.86 -- -- 0.51 -- 26 410 -- --
138.87 0.552 7.99 -- 1.21 0.37 -- -- 0.168 6.83 30.84 1759 -- --
221.54 0.695 8 0.342 -- -- -- -- 0.256 -- -- -- -- --
142.19 0.558 7.99 -- 1.26 -- -- -- 0.196 6.67 -- -- -- --
184.81 0.633 7.95 -- -- 0.835 -- -- 0.473 -- 26.1 410 -- --
224.62 0.7 8.01 -- -- -- -- -- 0.218 -- -- -- -- --

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
1 126.56 radiation 1.0 4320 > th dose independent rect. 17 1
2 126.60 radiation 40.0 4320 < th dose dependent rect. 23 1
5 126.72 wind 9.0 1440 < th dose independent rect. 23 1
6 126.72 temperature 10.0 1440 > th dose independent rect. 23 1
9 126.72 temperature 30.0 1440 < th dose independent rect. 23 1
13 126.72 humidity 50.0 1440 > th dose independent rect. 23 1
23 126.72 atmosphere 995.0 1440 > th dose independent rect. 23 1
24 126.72 radiation 1.0 1440 < th dose independent rect. 23 1
44 126.72 temperature 10.0 1440 > th dose independent rect. 24 23
47 126.72 radiation 1.0 1440 < th dose dependent rect. 23 1
52 126.76 atmosphere 1005.0 30 > th dose dependent rect. 22 1
53 126.77 humidity 80.0 30 > th dose independent rect. 22 1
55 126.78 temperature 25.0 30 > th dose independent rect. 22 1
56 126.81 atmosphere 1005.0 30 > th dose independent rect. 22 1
57 126.85 radiation 1.0 4320 > th dose independent rect. 15 3
60 126.87 wind 3.0 30 < th dose independent rect. 22 1
61 126.88 radiation 1.0 4320 > th dose independent rect. 13 5
63 126.95 radiation 1.0 4320 < th dose independent rect. 17 1
64 127.00 temperature 20.0 30 > th dose dependent rect. 22 1
71 127.10 precipitation 0.1 30 < th dose independent rect. 22 1
72 127.10 precipitation 0.1 30 < th dose dependent rect. 22 1
73 127.11 humidity 60.0 30 > th dose dependent rect. 22 1
74 127.12 wind 5.0 30 < th dose dependent rect. 22 1
79 127.14 radiation 40.0 43200 < th dose dependent rect. 23 1
80 127.16 wind 7.0 30 < th dose independent rect. 22 1
82 127.16 temperature 10.0 30 > th dose independent rect. 22 1
84 127.16 temperature 30.0 30 < th dose independent rect. 22 1
85 127.16 humidity 50.0 30 > th dose independent rect. 22 1
89 127.16 atmosphere 1010.0 30 < th dose independent rect. 22 1
91 127.16 radiation 1.0 30 < th dose independent rect. 22 1
96 127.16 temperature 10.0 30 > th dose independent rect. 23 23
97 127.16 radiation 1.0 30 < th dose dependent rect. 22 1
102 127.17 humidity 90.0 30 < th dose independent rect. 22 1
104 127.18 radiation 1.0 4320 < th dose dependent rect. 17 1
105 127.21 wind 1.0 30 > th dose independent rect. 22 1
106 127.25 radiation 1.0 4320 < th dose independent rect. 15 3
107 127.25 radiation 1.0 4320 < th dose independent rect. 13 5
117 127.64 wind 1.0 30 > th dose dependent rect. 22 1
118 127.65 radiation 1.0 4320 > th dose independent rect. 12 18
119 127.68 wind 1.0 14400 < th dose dependent rect. 4 20
121 127.70 humidity 50.0 4320 > th dose independent rect. 11 4
122 127.70 wind 1.0 14400 < th dose dependent rect. 2 23
124 127.72 humidity 50.0 4320 > th dose independent rect. 23 16
153 127.75 humidity 50.0 4320 > th dose independent rect. 2 13
159 127.75 radiation 1.0 4320 < th dose independent rect. 12 18
175 127.85 humidity 50.0 4320 > th dose independent rect. 6 9
176 127.86 humidity 90.0 43200 > th dose dependent rect. 21 2
179 127.89 temperature 30.0 30 < th dose dependent rect. 22 1
181 127.90 humidity 50.0 4320 > th dose independent rect. 18 21
193 127.91 wind 1.0 14400 < th dose dependent rect. 16 21
228 127.99 radiation 1.0 4320 > th dose independent sin 16 NA
242 128.01 humidity 90.0 30 < th dose dependent rect. 22 1
247 128.05 wind 1.0 14400 < th dose dependent rect. 6 23
273 128.08 radiation 1.0 43200 < th dose dependent rect. 18 1
275 128.08 radiation 1.0 43200 < th dose dependent rect. 18 4
277 128.09 humidity 80.0 43200 > th dose independent rect. 17 1
278 128.09 atmosphere 1015.0 30 < th dose dependent rect. 22 1
300 128.14 radiation 1.0 4320 < th dose dependent rect. 12 18
302 128.15 humidity 90.0 43200 < th dose independent rect. 20 2
308 128.16 temperature 25.0 14400 > th dose dependent rect. 4 1
312 128.19 radiation 1.0 4320 < th dose independent sin 16 NA
313 128.19 radiation 1.0 1440 < th dose independent rect. 9 5
314 128.19 radiation 1.0 1440 < th dose dependent rect. 9 5
317 128.20 radiation 1.0 43200 < th dose independent rect. 17 2
342 128.21 radiation 1.0 4320 < th dose dependent rect. 13 7
353 128.23 radiation 1.0 1440 > th dose independent rect. 9 5
362 128.24 wind 1.0 14400 < th dose dependent rect. 10 22
393 128.29 humidity 90.0 43200 > th dose independent rect. 20 2
394 128.29 radiation 1.0 43200 > th dose independent rect. 16 3
417 128.30 wind 1.0 14400 < th dose dependent no NA NA
419 128.30 wind 1.0 14400 < th dose dependent rect. 12 23
428 128.31 radiation 1.0 4320 < th dose dependent sin 16 NA
432 128.31 wind 1.0 14400 < th dose dependent rect. 19 23
459 128.37 radiation 1.0 43200 < th dose independent rect. 13 6
511 128.40 wind 1.0 14400 < th dose dependent rect. 21 23
513 128.41 radiation 1.0 43200 < th dose independent sin 16 NA
524 128.41 wind 1.0 14400 < th dose independent rect. 4 19
525 128.41 wind 1.0 14400 > th dose independent rect. 4 21
542 128.43 wind 1.0 14400 > th dose independent rect. 4 19
543 128.43 atmosphere 1010.0 14400 > th dose dependent rect. 11 1
548 128.44 temperature 25.0 14400 > th dose independent rect. 4 1
551 128.44 wind 1.0 14400 < th dose independent rect. 4 21
567 128.46 radiation 1.0 43200 > th dose independent rect. 13 6
601 128.48 wind 1.0 14400 < th dose dependent sin 13 NA
606 128.49 radiation 1.0 43200 > th dose independent sin 16 NA
642 128.52 temperature 25.0 1440 > th dose independent rect. 21 1
643 128.52 temperature 25.0 1440 < th dose independent rect. 21 1
648 128.53 radiation 1.0 1440 < th dose independent rect. 13 1
649 128.53 wind 1.0 14400 > th dose independent rect. 17 20
651 128.53 wind 1.0 14400 > th dose independent rect. 15 22
653 128.53 radiation 1.0 1440 < th dose dependent rect. 13 1
676 128.57 wind 1.0 14400 > th dose independent rect. 19 21
690 128.59 wind 1.0 14400 > th dose independent rect. 19 19
702 128.60 radiation 1.0 1440 > th dose independent rect. 13 1
715 128.61 wind 1.0 14400 > th dose independent rect. 19 23
723 128.62 humidity 80.0 43200 < th dose independent rect. 16 3
727 128.62 wind 1.0 14400 < th dose independent rect. 7 22
747 128.63 wind 1.0 14400 > th dose independent rect. 10 23
759 128.64 wind 1.0 14400 < th dose independent rect. 4 23
774 128.66 humidity 80.0 43200 < th dose independent rect. 17 1
788 128.66 wind 1.0 14400 < th dose independent rect. 17 20
790 128.66 wind 1.0 14400 > th dose independent rect. 6 23
808 128.68 wind 1.0 14400 < th dose independent rect. 15 22
902 128.75 wind 9.0 30 < th dose independent rect. 23 23
914 128.76 wind 1.0 14400 < th dose independent rect. 19 19
922 128.77 wind 1.0 14400 > th dose independent no NA NA
938 128.78 atmosphere 1010.0 14400 > th dose dependent sin 2 NA
973 128.81 precipitation 0.1 43200 > th dose independent rect. 23 1
979 128.81 precipitation 0.1 43200 > th dose dependent rect. 23 1