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Os01g0121700

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

Description : ABC transporter related domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.1 (0.0179) R2 : 0.114
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.288 (0.0376) R2dN8 : 0.147 R2N8 : 0.114
σ : 0.337
deviance : 52.01
__
_____
C
peak time of C : --
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 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
37.22 0.287 11.1 0.471 0.572 -1.2 -0.843 5.78 -0.222 17.5 27.78 373 -- --
39.39 0.292 11.1 0.00847 0.562 -0.595 -0.463 -- -0.266 17.7 26.47 404 -- --
38.74 0.29 11.1 0.311 0.572 -1.03 -- 3.87 -0.231 17.4 27.41 364 -- --
39.83 0.294 11.1 -0.0183 0.56 -0.635 -- -- -0.282 17.5 26.66 380 -- --
49.8 0.329 11.1 0.203 -- -0.76 -- 4.56 -0.297 -- 29.08 276 -- --
45.38 0.316 11.1 -0.117 0.303 -- -0.813 -- -0.291 17.7 -- -- -- --
46.97 0.321 11.1 -0.111 0.299 -- -- -- -0.294 17.4 -- -- -- --
46.65 0.318 11.1 -0.0127 -- -0.4 -- -- -0.196 -- 19.75 1178 -- --
39.84 0.294 11.1 -- 0.564 -0.64 -- -- -0.28 17.5 26.6 380 -- --
51.63 0.336 11.1 -0.121 -- -- -- -- -0.302 -- -- -- -- --
47.3 0.322 11.1 -- 0.301 -- -- -- -0.282 17.4 -- -- -- --
46.08 0.316 11.1 -- -- -0.513 -- -- -0.201 -- 15.86 1266 -- --
52.01 0.337 11.1 -- -- -- -- -- -0.288 -- -- -- -- --

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 30.81 temperature 10.0 30 > th dose dependent rect. 12 20
18 32.26 temperature 10.0 270 > th dose dependent rect. 11 10
22 32.41 temperature 10.0 10 > th dose dependent rect. 14 18
24 32.44 radiation 10.0 90 > th dose independent rect. 8 4
26 32.51 temperature 15.0 270 > th dose independent rect. 7 4
32 32.66 temperature 10.0 30 > th dose dependent rect. 12 10
45 32.96 temperature 30.0 270 < th dose independent rect. 7 18
49 32.99 temperature 15.0 270 > th dose independent rect. 6 6
50 33.00 humidity 90.0 30 < th dose independent rect. 8 4
52 33.02 temperature 10.0 10 > th dose dependent rect. 8 4
54 33.04 wind 9.0 270 < th dose dependent rect. 7 4
58 33.07 wind 7.0 270 < th dose independent rect. 7 4
64 33.14 radiation 1.0 10 > th dose dependent rect. 8 4
73 33.24 temperature 15.0 10 > th dose independent rect. 12 20
74 33.25 temperature 20.0 10 > th dose independent rect. 8 4
80 33.32 wind 7.0 10 < th dose independent rect. 8 4
89 33.47 precipitation 0.1 270 < th dose independent rect. 7 4
91 33.47 precipitation 0.1 270 < th dose dependent rect. 7 4
94 33.50 temperature 15.0 270 > th dose independent rect. 11 20
101 33.55 wind 9.0 270 < th dose independent rect. 11 20
106 33.57 atmosphere 995.0 270 > th dose independent rect. 7 4
107 33.57 atmosphere 1015.0 270 < th dose independent rect. 7 4
113 33.60 humidity 90.0 10 < th dose dependent rect. 8 4
119 33.63 precipitation 0.1 270 < th dose independent rect. 11 20
120 33.63 precipitation 0.1 270 < th dose dependent rect. 11 20
121 33.65 humidity 50.0 270 > th dose independent rect. 7 4
124 33.68 wind 7.0 270 < th dose independent rect. 6 6
125 33.68 temperature 15.0 270 > th dose independent rect. 12 18
131 33.71 radiation 10.0 270 < th dose independent rect. 1 6
135 33.75 radiation 20.0 270 < th dose dependent rect. 1 6
136 33.77 atmosphere 1015.0 10 < th dose independent rect. 12 20
143 33.80 wind 9.0 10 < th dose independent rect. 12 20
149 33.84 atmosphere 1015.0 270 < th dose independent rect. 11 20
150 33.85 temperature 30.0 270 < th dose independent rect. 5 22
157 33.89 radiation 10.0 270 < th dose dependent rect. 1 13
161 33.92 temperature 15.0 270 > th dose independent rect. 23 8
164 33.94 wind 9.0 30 < th dose dependent rect. 8 4
169 33.97 wind 9.0 270 < th dose independent rect. 12 18
170 33.98 radiation 10.0 270 < th dose dependent sin 6 NA
173 34.00 temperature 30.0 270 < th dose independent rect. 7 4
178 34.02 radiation 1.0 270 > th dose independent rect. 8 1
181 34.03 precipitation 0.1 270 < th dose independent rect. 6 6
182 34.03 precipitation 0.1 270 < th dose dependent rect. 6 6
185 34.04 temperature 10.0 270 > th dose independent rect. 1 6
187 34.04 temperature 30.0 270 < th dose independent rect. 1 6
188 34.04 humidity 50.0 270 > th dose independent rect. 1 6
191 34.04 atmosphere 995.0 270 > th dose independent rect. 1 6
192 34.04 atmosphere 1015.0 270 < th dose independent rect. 1 6
193 34.04 radiation 30.0 270 < th dose independent rect. 1 6
195 34.04 temperature 10.0 270 > th dose independent rect. 7 18
198 34.05 wind 9.0 270 < th dose independent rect. 1 6
203 34.06 temperature 10.0 10 > th dose independent rect. 8 4
205 34.06 atmosphere 995.0 10 > th dose independent rect. 8 4
206 34.06 atmosphere 1015.0 10 < th dose independent rect. 8 4
207 34.06 precipitation 0.1 10 < th dose independent rect. 8 4
210 34.06 precipitation 0.1 10 < th dose dependent rect. 8 4
213 34.07 radiation 10.0 270 < th dose dependent rect. 1 9
217 34.09 precipitation 0.1 30 < th dose independent rect. 12 20
218 34.09 precipitation 0.1 30 < th dose dependent rect. 12 20
233 34.11 radiation 1.0 90 > th dose independent rect. 12 19
240 34.12 atmosphere 995.0 270 > th dose independent rect. 6 6
241 34.12 atmosphere 1015.0 270 < th dose independent rect. 6 6
242 34.12 precipitation 0.1 270 < th dose independent rect. 1 6
246 34.12 precipitation 0.1 270 < th dose dependent rect. 1 6
248 34.14 wind 1.0 270 > th dose independent rect. 3 2
250 34.14 wind 9.0 270 < th dose independent rect. 7 18
257 34.16 temperature 10.0 1440 > th dose independent rect. 9 4
260 34.16 atmosphere 995.0 1440 > th dose independent rect. 9 4
271 34.16 precipitation 0.1 270 < th dose independent rect. 12 18
272 34.16 temperature 10.0 1440 > th dose independent rect. 13 20
276 34.16 precipitation 0.1 270 < th dose dependent rect. 12 18
287 34.22 wind 1.0 30 > th dose independent rect. 8 4
311 34.30 atmosphere 1015.0 270 < th dose independent rect. 12 18
315 34.32 wind 1.0 270 > th dose independent rect. 1 6
321 34.33 wind 7.0 270 < th dose independent rect. 3 2
324 34.34 humidity 50.0 270 > th dose independent rect. 7 18
333 34.36 wind 1.0 270 > th dose independent rect. 7 4
335 34.37 temperature 10.0 270 > th dose independent rect. 3 2
337 34.37 temperature 30.0 270 < th dose independent rect. 3 2
338 34.37 humidity 50.0 270 > th dose independent rect. 3 2
341 34.37 atmosphere 995.0 270 > th dose independent rect. 3 2
342 34.37 atmosphere 1010.0 270 < th dose independent rect. 3 2
344 34.37 radiation 20.0 270 < th dose independent rect. 3 2
348 34.37 temperature 10.0 270 > th dose independent rect. 5 22
350 34.37 radiation 1.0 270 < th dose dependent rect. 3 2
352 34.38 radiation 20.0 270 < th dose dependent rect. 3 2
356 34.39 temperature 15.0 10 > th dose independent rect. 14 18
357 34.40 radiation 1.0 270 < th dose independent rect. 3 2
359 34.40 humidity 50.0 270 > th dose independent rect. 6 6
369 34.41 temperature 30.0 270 < th dose independent rect. 16 9
371 34.41 precipitation 0.1 270 < th dose independent rect. 7 18
372 34.41 precipitation 0.1 270 < th dose dependent rect. 7 18
373 34.42 humidity 90.0 10 < th dose independent rect. 8 6
374 34.42 radiation 10.0 10 > th dose independent rect. 8 6
423 34.49 wind 9.0 90 < th dose independent rect. 3 5
424 34.49 temperature 10.0 90 > th dose independent rect. 3 5
426 34.49 temperature 30.0 90 < th dose independent rect. 3 5
427 34.49 humidity 50.0 90 > th dose independent rect. 3 5
429 34.49 atmosphere 995.0 90 > th dose independent rect. 3 5
430 34.49 atmosphere 1015.0 90 < th dose independent rect. 3 5
456 34.52 radiation 40.0 90 < th dose independent rect. 3 5
458 34.53 wind 7.0 270 < th dose independent rect. 19 16
477 34.56 precipitation 0.1 270 < th dose independent rect. 3 2
483 34.56 precipitation 0.1 270 < th dose dependent rect. 3 2
485 34.57 temperature 30.0 270 < th dose independent rect. 6 6
492 34.58 atmosphere 995.0 270 > th dose independent rect. 11 20
500 34.59 precipitation 0.1 90 < th dose independent rect. 3 5
502 34.59 wind 5.0 90 < th dose independent rect. 8 19
504 34.59 precipitation 0.1 90 < th dose dependent rect. 3 5
530 34.63 wind 9.0 270 < th dose independent rect. 5 22
539 34.65 radiation 20.0 90 < th dose independent rect. 3 5
569 34.69 precipitation 0.1 270 < th dose independent rect. 11 8
572 34.69 precipitation 0.1 270 < th dose dependent rect. 11 8
597 34.74 atmosphere 995.0 270 > th dose independent rect. 7 18
605 34.76 precipitation 0.1 270 < th dose independent rect. 19 16
609 34.76 radiation 1.0 270 < th dose dependent rect. 3 11
610 34.76 precipitation 0.1 270 < th dose dependent rect. 19 16
611 34.77 wind 1.0 270 > th dose independent rect. 8 1
619 34.77 atmosphere 995.0 10 > th dose independent rect. 12 20
628 34.78 humidity 80.0 30 < th dose independent rect. 23 13
630 34.79 humidity 50.0 270 > th dose independent rect. 16 10
641 34.81 temperature 30.0 270 < th dose independent rect. 8 1
664 34.84 wind 9.0 10 < th dose dependent rect. 8 6
666 34.85 temperature 20.0 10 > th dose independent rect. 8 6
674 34.87 wind 9.0 270 < th dose independent rect. 11 8
675 34.87 temperature 10.0 270 > th dose independent rect. 11 8
676 34.87 atmosphere 1015.0 270 < th dose independent rect. 11 8
677 34.87 temperature 10.0 270 > th dose independent rect. 19 16
678 34.87 atmosphere 995.0 270 > th dose independent rect. 19 16
681 34.87 radiation 20.0 270 < th dose dependent rect. 16 10
683 34.88 precipitation 0.1 270 < th dose independent rect. 8 1
685 34.88 wind 9.0 10 < th dose independent rect. 8 6
686 34.88 wind 9.0 10 < th dose independent rect. 14 18
688 34.88 precipitation 0.1 270 < th dose dependent rect. 8 1
694 34.89 humidity 50.0 270 > th dose independent rect. 8 1
695 34.89 atmosphere 995.0 270 > th dose independent rect. 8 1
696 34.89 atmosphere 1015.0 270 < th dose independent rect. 8 1
700 34.89 temperature 10.0 270 > th dose independent rect. 9 23
715 34.92 humidity 50.0 30 > th dose independent rect. 8 4
739 34.93 radiation 1.0 270 < th dose independent rect. 2 12
740 34.93 atmosphere 995.0 270 > th dose independent rect. 12 18
744 34.93 wind 9.0 90 < th dose dependent rect. 8 19
775 34.98 atmosphere 1015.0 10 < th dose independent rect. 14 18
784 34.99 wind 1.0 270 > th dose independent rect. 11 20
790 35.00 wind 1.0 270 > th dose independent rect. 11 8
825 35.04 temperature 10.0 10 > th dose dependent rect. 3 5
831 35.05 humidity 50.0 270 > th dose independent rect. 19 16
833 35.05 humidity 50.0 270 > th dose dependent rect. 3 2
834 35.05 humidity 90.0 10 < th dose dependent rect. 8 6
839 35.06 atmosphere 995.0 30 > th dose dependent rect. 3 5
843 35.07 precipitation 0.1 10 < th dose independent rect. 8 19
844 35.07 precipitation 0.1 10 < th dose dependent rect. 8 19
867 35.10 wind 1.0 270 > th dose independent rect. 7 18
874 35.11 radiation 1.0 270 < th dose independent sin 4 NA
894 35.13 temperature 10.0 10 > th dose independent rect. 8 6
896 35.13 atmosphere 995.0 10 > th dose independent rect. 8 6
897 35.13 atmosphere 1015.0 10 < th dose independent rect. 8 6
898 35.13 precipitation 0.1 10 < th dose independent rect. 8 6
901 35.13 precipitation 0.1 10 < th dose dependent rect. 8 6
928 35.15 wind 1.0 270 > th dose independent rect. 12 18
930 35.15 radiation 40.0 30 < th dose independent rect. 12 20
932 35.15 humidity 50.0 270 > th dose independent rect. 5 22
935 35.15 humidity 50.0 270 > th dose dependent rect. 1 6
951 35.18 precipitation 0.1 270 < th dose independent rect. 5 22
955 35.18 precipitation 0.1 270 < th dose dependent rect. 5 22
965 35.19 temperature 15.0 10 > th dose dependent rect. 14 8
976 35.21 wind 9.0 1440 < th dose independent rect. 4 5
977 35.21 temperature 10.0 1440 > th dose independent rect. 4 5
980 35.21 humidity 50.0 1440 > th dose independent rect. 4 5
983 35.21 atmosphere 995.0 1440 > th dose independent rect. 4 5
984 35.21 atmosphere 1015.0 1440 < th dose independent rect. 4 5
989 35.21 temperature 10.0 1440 > th dose independent rect. 9 19