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Os04g0620000

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

Description : Similar to Canalicular multispecific organic anion transporter 2 (Multidrug resistance-associated protein 3) (Multi-specific organic anion tranporter-D) (MOAT-D). Splice isoform 3S1.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 14.6 (0.0187) R2 : 0.792
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.93 (0.0465) R2dC : 0.793 R2C : 0.785
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.136 (0.0393) R2dN8 : 0.007 R2N8 : -0.000658
σ : 0.352
deviance : 56.66
__
_____
C
peak time of C : 21
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
50.98 0.335 14.5 0.108 1.93 0.285 -0.378 -0.234 0.301 20.6 24.8 27 -- --
50.94 0.335 14.5 0.039 1.92 0.271 -0.458 -- 0.273 20.7 24.7 21 -- --
51.12 0.336 14.5 0.14 1.92 0.281 -- -0.312 0.302 20.7 24.8 27 -- --
51.63 0.337 14.5 0.0531 1.92 0.269 -- -- 0.272 20.7 24.7 21 -- --
248.57 0.738 14.5 0.178 -- 0.588 -- -0.0954 0.302 -- 22.39 10 -- --
56.05 0.351 14.6 -0.0386 1.93 -- -0.414 -- 0.133 21 -- -- -- --
56.64 0.352 14.6 -0.0246 1.93 -- -- -- 0.133 21 -- -- -- --
248.62 0.738 14.5 0.151 -- 0.588 -- -- 0.296 -- 22.39 10 -- --
51.7 0.337 14.5 -- 1.92 0.263 -- -- 0.263 20.7 24.78 21 -- --
271.58 0.77 14.5 -0.0218 -- -- -- -- 0.121 -- -- -- -- --
56.66 0.352 14.6 -- 1.93 -- -- -- 0.136 21 -- -- -- --
249.21 0.738 14.5 -- -- 0.571 -- -- 0.274 -- 22.39 10 -- --
271.59 0.769 14.5 -- -- -- -- -- 0.123 -- -- -- -- --

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 40.99 temperature 10.0 10 > th dose dependent rect. 6 17
5 41.38 atmosphere 995.0 270 > th dose dependent rect. 10 6
8 41.76 temperature 10.0 270 > th dose dependent rect. 3 7
10 41.86 radiation 1.0 90 < th dose independent rect. 23 18
13 42.15 temperature 10.0 270 > th dose dependent rect. 17 16
14 42.23 temperature 30.0 270 < th dose independent rect. 10 6
23 42.58 radiation 1.0 90 < th dose independent rect. 23 9
34 42.69 radiation 1.0 270 < th dose dependent rect. 21 12
37 42.75 temperature 30.0 270 < th dose independent rect. 22 18
54 43.02 humidity 60.0 270 > th dose independent rect. 3 8
55 43.06 precipitation 0.1 270 < th dose independent rect. 3 8
56 43.06 precipitation 0.1 270 < th dose dependent rect. 3 8
66 43.17 atmosphere 995.0 270 > th dose independent rect. 22 17
68 43.19 atmosphere 1005.0 270 > th dose independent rect. 10 7
69 43.20 humidity 50.0 270 > th dose independent rect. 11 16
70 43.20 radiation 30.0 270 < th dose independent rect. 17 16
75 43.26 atmosphere 1005.0 90 > th dose independent rect. 12 6
76 43.27 temperature 25.0 10 > th dose independent rect. 17 18
81 43.30 temperature 10.0 270 > th dose dependent rect. 4 18
82 43.31 precipitation 0.1 270 < th dose independent rect. 17 16
83 43.31 precipitation 0.1 270 < th dose dependent rect. 17 16
85 43.32 temperature 30.0 30 < th dose independent rect. 12 18
90 43.37 radiation 40.0 270 < th dose independent rect. 15 7
93 43.41 wind 7.0 270 < th dose independent rect. 15 7
97 43.42 wind 9.0 270 < th dose independent rect. 22 17
98 43.44 temperature 10.0 270 > th dose independent rect. 15 7
101 43.44 temperature 10.0 270 > th dose independent rect. 22 17
102 43.46 precipitation 0.1 270 < th dose independent rect. 15 7
103 43.46 precipitation 0.1 270 < th dose dependent rect. 15 7
106 43.47 temperature 25.0 10 > th dose independent rect. 19 16
108 43.47 radiation 1.0 90 < th dose dependent rect. 23 18
112 43.48 temperature 10.0 270 > th dose dependent rect. 15 20
113 43.49 temperature 10.0 270 > th dose dependent rect. 16 6
117 43.51 humidity 50.0 270 > th dose independent rect. 9 8
119 43.52 temperature 30.0 270 < th dose independent rect. 11 16
121 43.53 wind 7.0 270 < th dose independent rect. 16 17
124 43.56 atmosphere 995.0 270 > th dose independent rect. 9 7
134 43.62 radiation 1.0 270 < th dose dependent sin 11 NA
137 43.63 precipitation 0.1 10 < th dose independent rect. 6 16
138 43.63 precipitation 0.1 10 < th dose dependent rect. 6 16
141 43.65 temperature 15.0 270 > th dose independent rect. 3 8
145 43.66 atmosphere 995.0 270 > th dose independent rect. 3 8
146 43.66 atmosphere 1015.0 270 < th dose independent rect. 3 8
148 43.66 temperature 10.0 270 > th dose independent rect. 11 16
154 43.68 temperature 10.0 1440 > th dose independent rect. 23 8
157 43.68 temperature 30.0 1440 < th dose independent rect. 23 8
161 43.68 humidity 50.0 1440 > th dose independent rect. 23 8
166 43.68 atmosphere 995.0 1440 > th dose independent rect. 23 8
167 43.68 radiation 40.0 1440 < th dose independent rect. 23 8
172 43.68 temperature 20.0 30 > th dose independent rect. 6 16
173 43.68 temperature 10.0 1440 > th dose independent rect. 7 16
177 43.70 wind 9.0 270 < th dose independent rect. 3 8
178 43.70 wind 9.0 270 < th dose independent rect. 11 16
181 43.72 wind 9.0 30 < th dose independent rect. 22 8
182 43.72 temperature 10.0 30 > th dose independent rect. 22 8
183 43.72 temperature 30.0 30 < th dose independent rect. 22 8
184 43.72 humidity 50.0 30 > th dose independent rect. 22 8
187 43.72 atmosphere 995.0 30 > th dose independent rect. 22 8
188 43.72 radiation 20.0 30 < th dose independent rect. 22 8
191 43.72 temperature 10.0 30 > th dose independent rect. 6 16
193 43.72 atmosphere 1015.0 30 < th dose independent rect. 6 16
196 43.74 wind 9.0 270 < th dose independent rect. 9 8
201 43.76 temperature 10.0 270 > th dose independent rect. 9 8
202 43.76 atmosphere 1015.0 270 < th dose independent rect. 9 8
203 43.76 temperature 10.0 270 > th dose independent rect. 17 16
204 43.77 wind 1.0 270 > th dose independent rect. 15 7
208 43.79 temperature 25.0 10 > th dose independent rect. 4 7
210 43.80 radiation 1.0 90 > th dose independent sin 7 NA
213 43.80 radiation 40.0 30 < th dose dependent rect. 22 8
217 43.83 radiation 10.0 90 < th dose dependent rect. 23 9
234 43.86 wind 9.0 30 < th dose independent rect. 6 16
245 43.89 radiation 1.0 90 < th dose independent sin 7 NA
257 43.95 precipitation 0.1 270 < th dose independent rect. 4 17
258 43.95 precipitation 0.1 270 < th dose dependent rect. 4 17
274 44.04 precipitation 0.1 270 < th dose independent rect. 9 7
277 44.04 precipitation 0.1 270 < th dose dependent rect. 9 7
284 44.08 atmosphere 995.0 270 > th dose dependent rect. 11 16
286 44.09 atmosphere 995.0 270 > th dose independent rect. 11 16
293 44.13 atmosphere 995.0 10 > th dose dependent rect. 12 18
320 44.17 atmosphere 1005.0 10 > th dose independent rect. 12 6
321 44.18 temperature 30.0 30 < th dose independent rect. 12 5
338 44.19 radiation 1.0 270 > th dose independent rect. 17 16
342 44.21 wind 1.0 270 > th dose independent rect. 9 7
344 44.21 humidity 50.0 10 > th dose dependent rect. 22 8
349 44.23 temperature 30.0 30 < th dose independent rect. 12 7
350 44.23 atmosphere 1015.0 270 < th dose independent rect. 15 7
374 44.26 atmosphere 1015.0 270 < th dose independent rect. 22 17
376 44.27 atmosphere 995.0 270 > th dose independent rect. 17 16
385 44.31 temperature 10.0 270 > th dose independent rect. 21 7
386 44.31 temperature 30.0 270 < th dose independent rect. 21 7
387 44.31 humidity 50.0 270 > th dose independent rect. 21 7
390 44.31 atmosphere 995.0 270 > th dose independent rect. 21 7
391 44.31 radiation 1.0 270 < th dose independent rect. 21 7
397 44.31 temperature 10.0 270 > th dose independent rect. 4 17
398 44.31 radiation 1.0 270 < th dose dependent rect. 21 7
405 44.34 wind 9.0 270 < th dose independent rect. 21 7
408 44.35 wind 1.0 30 > th dose independent rect. 6 16
410 44.36 radiation 1.0 270 < th dose independent sin 11 NA
420 44.39 humidity 60.0 270 > th dose independent rect. 12 3
430 44.41 precipitation 0.1 30 < th dose independent rect. 22 8
432 44.41 precipitation 0.1 30 < th dose dependent rect. 22 8
433 44.42 humidity 60.0 270 > th dose independent rect. 11 5
435 44.42 atmosphere 1015.0 270 < th dose independent rect. 4 17
449 44.46 precipitation 0.1 270 < th dose independent rect. 22 17
450 44.46 humidity 50.0 270 > th dose independent rect. 21 20
454 44.46 precipitation 0.1 270 < th dose dependent rect. 22 17
462 44.49 atmosphere 1000.0 10 > th dose dependent rect. 12 5
463 44.50 radiation 1.0 270 > th dose independent sin 11 NA
467 44.50 humidity 50.0 270 > th dose independent rect. 22 18
475 44.53 precipitation 0.1 270 < th dose independent rect. 11 16
478 44.53 precipitation 0.1 270 < th dose dependent rect. 11 16
510 44.60 atmosphere 1000.0 10 > th dose dependent rect. 12 7
514 44.61 humidity 90.0 10 < th dose independent rect. 4 8
520 44.62 wind 9.0 270 < th dose independent rect. 4 17
541 44.69 radiation 1.0 270 > th dose independent rect. 17 14
556 44.74 atmosphere 1015.0 270 < th dose dependent rect. 15 7
578 44.79 radiation 40.0 270 < th dose dependent rect. 17 16
579 44.80 radiation 1.0 90 > th dose independent rect. 5 6
606 44.86 precipitation 0.1 270 < th dose independent rect. 21 7
608 44.86 precipitation 0.1 270 < th dose dependent rect. 21 7
612 44.87 humidity 50.0 270 > th dose independent rect. 17 16
628 44.91 wind 1.0 270 > th dose independent rect. 4 17
644 44.94 atmosphere 1015.0 30 < th dose independent rect. 22 8
668 44.99 atmosphere 1015.0 270 < th dose dependent rect. 16 5
707 45.05 atmosphere 1005.0 30 > th dose dependent rect. 6 3
715 45.09 temperature 25.0 10 > th dose independent rect. 19 14
726 45.12 precipitation 0.1 270 < th dose independent rect. 3 19
729 45.12 precipitation 0.1 270 < th dose dependent rect. 3 19
742 45.14 humidity 90.0 90 < th dose independent rect. 4 7
743 45.14 humidity 60.0 30 > th dose independent rect. 12 18
744 45.14 wind 9.0 270 < th dose dependent rect. 15 7
746 45.14 temperature 10.0 10 > th dose dependent rect. 17 19
763 45.18 wind 9.0 30 < th dose dependent rect. 6 16
764 45.19 humidity 90.0 10 < th dose independent rect. 6 6
771 45.21 atmosphere 995.0 270 > th dose independent rect. 15 7
773 45.21 wind 9.0 270 < th dose dependent rect. 16 5
782 45.23 radiation 1.0 90 < th dose dependent sin 7 NA
805 45.28 wind 1.0 270 > th dose independent rect. 3 7
835 45.30 temperature 10.0 30 > th dose dependent rect. 17 7
836 45.30 humidity 50.0 10 > th dose dependent rect. 12 18
842 45.32 humidity 50.0 10 > th dose independent rect. 6 6
850 45.33 temperature 20.0 270 > th dose dependent rect. 6 1
868 45.37 wind 1.0 270 > th dose independent rect. 11 16
872 45.37 temperature 10.0 10 > th dose dependent rect. 6 6
877 45.38 atmosphere 995.0 30 > th dose independent rect. 6 16
892 45.40 radiation 1.0 90 > th dose independent rect. 17 20
913 45.44 wind 1.0 270 > th dose independent rect. 16 17
927 45.47 radiation 1.0 270 > th dose independent rect. 9 7
930 45.48 radiation 40.0 270 < th dose independent rect. 3 8
948 45.51 atmosphere 995.0 10 > th dose independent rect. 24 17
956 45.52 atmosphere 1005.0 270 > th dose dependent rect. 3 4
958 45.52 temperature 20.0 10 > th dose dependent rect. 19 16
983 45.57 wind 9.0 30 < th dose dependent rect. 22 8