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Os01g0503400

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

Description : Similar to OsNramp1 (Integral membrane protein).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.88 (0.0333) R2 : 0.516
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.43 (0.0797) R2dC : 0.346 R2C : 0.378
β3 : 2.01 (0.211) R2dE : 0.0994 R2E : 0.121
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.437 (0.0705) R2dN8 : 0.0535 R2N8 : 0.028
σ : 0.624
deviance : 179.77
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C
peak time of C : 23.7
E
wheather : precipitation
threshold : 0.609
memory length : 878
response mode : > th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = precipitation, response mode = > th, dose dependency = dose dependent, 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
168.72 0.61 6.96 -0.739 1.44 4.52 0.757 -8.25 0.406 23.7 0.3877 884 -- --
170.98 0.609 6.89 -0.474 1.43 2.2 0.806 -- 0.39 23.6 0.7968 964 -- --
171.17 0.609 6.96 -0.777 1.43 4.57 -- -8.22 0.404 23.7 0.3923 881 -- --
173.22 0.613 6.89 -0.546 1.43 2.37 -- -- 0.428 23.7 0.737 894 -- --
297.28 0.803 6.92 -0.782 -- 4.72 -- -7.94 0.411 -- 0.7106 844 -- --
208.36 0.677 6.91 -0.226 1.53 -- 1.12 -- 0.333 23.7 -- -- -- --
213.79 0.685 6.91 -0.271 1.52 -- -- -- 0.328 23.7 -- -- -- --
297.18 0.803 6.87 -0.564 -- 2.44 -- -- 0.397 -- 0.8702 844 -- --
179.77 0.624 6.88 -- 1.43 2.01 -- -- 0.437 23.7 0.609 878 -- --
359.28 0.886 6.88 -0.227 -- -- -- -- 0.347 -- -- -- -- --
215.74 0.687 6.9 -- 1.52 -- -- -- 0.358 23.7 -- -- -- --
304.71 0.813 6.85 -- -- 2.24 -- -- 0.467 -- 0.8902 852 -- --
360.64 0.886 6.87 -- -- -- -- -- 0.372 -- -- -- -- --

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
1 157.16 humidity 80.0 1440 < th dose independent rect. 11 3
3 157.98 humidity 80.0 1440 > th dose independent rect. 11 3
9 161.44 humidity 80.0 1440 > th dose independent rect. 9 6
32 164.75 radiation 1.0 90 < th dose dependent rect. 5 14
35 165.10 humidity 80.0 1440 > th dose dependent rect. 11 3
47 165.87 humidity 90.0 720 > th dose dependent rect. 19 3
52 166.04 radiation 1.0 90 < th dose independent rect. 5 14
54 166.23 radiation 1.0 720 < th dose dependent rect. 6 13
64 166.42 radiation 1.0 720 < th dose dependent rect. 7 11
72 166.61 humidity 80.0 1440 < th dose independent sin 1 NA
84 166.97 humidity 80.0 1440 > th dose independent sin 1 NA
108 167.77 humidity 90.0 720 > th dose dependent rect. 15 7
115 168.02 radiation 1.0 720 < th dose dependent rect. 11 8
116 168.04 humidity 90.0 720 > th dose dependent rect. 12 10
126 168.25 radiation 1.0 720 < th dose dependent rect. 6 21
167 169.22 humidity 90.0 720 > th dose dependent rect. 9 13
182 169.48 radiation 1.0 270 < th dose independent rect. 3 16
186 169.54 radiation 1.0 270 > th dose independent rect. 17 22
196 169.76 radiation 1.0 270 < th dose dependent rect. 3 16
205 170.10 radiation 1.0 270 < th dose independent sin 1 NA
214 170.25 radiation 1.0 720 < th dose dependent rect. 11 16
216 170.28 radiation 1.0 270 > th dose independent sin 1 NA
229 170.46 radiation 1.0 720 < th dose dependent sin 22 NA
271 171.25 radiation 1.0 720 < th dose independent rect. 7 12
275 171.30 radiation 1.0 270 < th dose dependent sin 1 NA
287 171.57 radiation 1.0 720 < th dose independent rect. 11 8
335 172.25 radiation 1.0 720 < th dose dependent rect. 21 22
336 172.28 radiation 1.0 1440 < th dose independent rect. 10 1
337 172.28 radiation 1.0 1440 < th dose dependent rect. 10 1
349 172.46 humidity 80.0 720 > th dose dependent sin 20 NA
369 172.70 radiation 1.0 1440 > th dose independent rect. 11 7
370 172.70 precipitation 0.1 720 > th dose dependent rect. 12 16
381 172.80 radiation 1.0 1440 > th dose independent rect. 13 1
388 172.85 radiation 10.0 43200 < th dose dependent rect. 21 7
390 172.86 precipitation 0.1 720 > th dose independent rect. 13 15
394 172.90 precipitation 0.1 720 > th dose dependent rect. 23 20
397 172.96 precipitation 0.1 720 > th dose independent rect. 23 20
411 173.06 radiation 1.0 1440 < th dose independent rect. 13 1
413 173.06 radiation 1.0 1440 < th dose dependent rect. 13 1
432 173.22 radiation 1.0 1440 > th dose independent rect. 10 3
467 173.48 precipitation 0.1 720 > th dose dependent sin 1 NA
474 173.50 precipitation 0.1 720 > th dose independent rect. 15 13
487 173.56 radiation 30.0 90 < th dose dependent rect. 13 20
535 173.71 precipitation 0.1 720 > th dose dependent rect. 8 20
564 173.91 radiation 1.0 720 < th dose independent rect. 7 20
567 173.94 radiation 1.0 720 < th dose independent sin 23 NA
615 174.04 radiation 1.0 270 > th dose independent rect. 4 11
645 174.07 precipitation 0.1 270 > th dose independent sin 12 NA
658 174.12 precipitation 0.1 14400 > th dose dependent rect. 11 7
681 174.25 precipitation 0.1 14400 > th dose dependent rect. 14 4
684 174.28 humidity 80.0 10 > th dose independent rect. 3 17
744 174.59 precipitation 0.1 14400 > th dose dependent rect. 17 2
747 174.60 precipitation 0.1 270 > th dose independent rect. 13 20
772 174.70 precipitation 0.1 720 > th dose dependent rect. 19 23
822 174.83 radiation 30.0 90 < th dose dependent rect. 15 18
858 174.98 precipitation 0.1 720 < th dose independent sin 1 NA
859 174.98 precipitation 0.1 720 < th dose dependent sin 1 NA
903 175.15 precipitation 0.1 720 > th dose independent sin 1 NA
928 175.23 precipitation 0.1 720 > th dose independent rect. 8 20
946 175.29 radiation 1.0 1440 > th dose independent rect. 7 10
971 175.38 humidity 70.0 30 > th dose dependent rect. 5 15
997 175.43 precipitation 0.1 720 > th dose dependent rect. 3 23