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Os07g0271600

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

Description : Mak16 protein family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.4 (0.0235) R2 : 0.142
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.429 (0.0495) R2dN8 : 0.183 R2N8 : 0.142
σ : 0.442
deviance : 89.84
__
_____
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 = radiation, 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
59.94 0.364 11.4 -0.875 0.274 -0.181 -1 -0.969 0.352 13.4 40.29 1452 -- --
61.13 0.364 11.4 -0.834 0.281 -0.227 -0.993 -- 0.413 13.2 35.67 8467 -- --
63.32 0.371 11.4 -0.863 0.322 -0.239 -- -0.932 0.381 14.6 40.19 1719 -- --
64.16 0.373 11.4 -0.916 0.305 -0.278 -- -- 0.415 14.7 33.13 8400 -- --
68.46 0.385 11.4 -0.854 -- -0.284 -- -0.536 0.389 -- 38.5 1248 -- --
62.87 0.372 11.4 -0.781 0.294 -- -0.962 -- 0.35 13.5 -- -- -- --
66.16 0.381 11.4 -0.812 0.313 -- -- -- 0.346 14.6 -- -- -- --
68.83 0.386 11.4 -0.808 -- -0.297 -- -- 0.388 -- 38.51 1214 -- --
83.31 0.425 11.4 -- 0.313 -0.0688 -- -- 0.46 14.4 30 8400 -- --
71.88 0.396 11.4 -0.825 -- -- -- -- 0.338 -- -- -- -- --
83.52 0.428 11.4 -- 0.329 -- -- -- 0.436 14.7 -- -- -- --
80.1 0.417 11.4 -- -- 0.646 -- -- 0.434 -- 69.98 7555 -- --
89.84 0.442 11.4 -- -- -- -- -- 0.429 -- -- -- -- --

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 56.60 temperature 10.0 90 > th dose dependent rect. 2 15
2 56.67 temperature 20.0 270 > th dose independent rect. 24 15
4 56.75 humidity 70.0 270 > th dose independent rect. 14 9
9 57.03 temperature 20.0 90 > th dose independent rect. 2 15
15 57.18 precipitation 0.1 90 < th dose independent rect. 2 15
16 57.18 precipitation 0.1 90 < th dose dependent rect. 2 15
18 57.20 humidity 70.0 90 > th dose independent rect. 17 8
21 57.25 humidity 50.0 270 > th dose independent rect. 14 10
30 57.33 temperature 10.0 10 > th dose dependent rect. 2 16
31 57.34 temperature 25.0 270 < th dose dependent rect. 4 5
37 57.41 temperature 20.0 270 < th dose independent rect. 4 4
41 57.44 wind 9.0 90 < th dose independent rect. 2 15
44 57.47 wind 9.0 90 < th dose independent rect. 17 9
46 57.48 atmosphere 995.0 270 > th dose dependent rect. 4 19
49 57.50 atmosphere 1015.0 90 < th dose dependent rect. 1 16
50 57.51 temperature 10.0 90 > th dose independent rect. 17 9
51 57.51 radiation 10.0 90 < th dose independent rect. 17 9
56 57.51 atmosphere 1015.0 90 < th dose independent rect. 2 15
61 57.53 wind 3.0 30 < th dose dependent rect. 3 2
64 57.54 atmosphere 995.0 90 > th dose dependent rect. 17 9
77 57.59 radiation 10.0 270 < th dose independent rect. 14 9
79 57.59 atmosphere 995.0 30 > th dose dependent rect. 5 22
83 57.60 radiation 40.0 90 < th dose dependent rect. 17 9
97 57.67 precipitation 0.1 90 < th dose independent rect. 15 14
99 57.67 precipitation 0.1 90 < th dose dependent rect. 15 14
100 57.68 atmosphere 995.0 30 > th dose dependent rect. 5 10
102 57.69 humidity 50.0 90 > th dose independent rect. 17 9
104 57.70 atmosphere 995.0 90 > th dose independent rect. 2 15
106 57.70 atmosphere 995.0 10 > th dose dependent rect. 18 9
122 57.76 radiation 40.0 270 < th dose dependent rect. 14 9
124 57.78 atmosphere 1000.0 90 > th dose independent rect. 5 10
135 57.82 humidity 50.0 270 > th dose independent rect. 4 19
145 57.85 radiation 10.0 10 < th dose dependent rect. 17 9
149 57.86 atmosphere 995.0 10 > th dose independent rect. 2 16
170 57.91 wind 3.0 43200 > th dose independent rect. 5 1
171 57.91 temperature 20.0 270 > th dose independent rect. 23 8
174 57.91 radiation 10.0 90 < th dose dependent rect. 5 21
175 57.92 wind 3.0 43200 < th dose independent rect. 5 1
176 57.92 wind 3.0 30 < th dose independent rect. 3 2
180 57.92 humidity 50.0 14400 > th dose independent rect. 18 9
186 57.93 precipitation 0.1 10 < th dose independent rect. 2 16
187 57.93 precipitation 0.1 10 < th dose dependent rect. 2 16
189 57.94 wind 9.0 10 < th dose independent rect. 2 16
197 57.96 radiation 20.0 4320 < th dose independent rect. 3 3
201 57.96 humidity 50.0 10 > th dose dependent rect. 17 9
203 57.97 wind 1.0 270 > th dose independent rect. 16 7
204 57.97 humidity 70.0 10 > th dose independent rect. 18 8
216 57.99 wind 3.0 43200 < th dose independent rect. 7 1
217 57.99 wind 3.0 43200 < th dose independent rect. 5 3
220 57.99 atmosphere 995.0 90 > th dose independent rect. 15 14
228 58.01 atmosphere 1005.0 270 > th dose independent rect. 5 18
229 58.01 humidity 80.0 14400 > th dose dependent rect. 8 1
234 58.02 atmosphere 995.0 90 > th dose independent rect. 17 9
239 58.03 wind 1.0 4320 > th dose independent rect. 12 2
243 58.03 humidity 70.0 14400 > th dose independent rect. 19 13
244 58.03 atmosphere 1015.0 90 < th dose dependent rect. 1 4
247 58.04 wind 3.0 43200 > th dose independent rect. 5 3
248 58.04 wind 9.0 10 < th dose independent rect. 18 8
249 58.04 temperature 10.0 10 > th dose independent rect. 18 8
250 58.04 humidity 50.0 10 > th dose independent rect. 18 8
251 58.04 radiation 20.0 10 < th dose independent rect. 18 8
256 58.04 temperature 10.0 10 > th dose independent rect. 2 16
258 58.04 atmosphere 1015.0 10 < th dose independent rect. 2 16
259 58.04 wind 1.0 43200 > th dose dependent rect. 5 1
261 58.04 radiation 10.0 270 < th dose dependent rect. 5 18
266 58.05 radiation 40.0 10 < th dose dependent rect. 18 8
267 58.05 temperature 15.0 270 > th dose dependent rect. 23 10
268 58.06 temperature 20.0 270 > th dose independent rect. 23 10
270 58.06 humidity 50.0 270 > th dose dependent rect. 14 9
273 58.07 wind 3.0 43200 > th dose independent rect. 7 1
274 58.07 wind 1.0 4320 < th dose independent rect. 12 2
276 58.07 radiation 20.0 4320 < th dose independent rect. 1 5
316 58.10 atmosphere 995.0 10 > th dose independent rect. 18 8
318 58.10 atmosphere 995.0 270 > th dose independent rect. 23 17
319 58.10 wind 7.0 43200 < th dose dependent rect. 5 1
328 58.11 wind 1.0 270 > th dose independent rect. 24 16
329 58.11 atmosphere 1015.0 90 < th dose dependent rect. 3 2
330 58.11 atmosphere 995.0 10 > th dose dependent rect. 18 6
352 58.13 wind 9.0 43200 < th dose dependent rect. 5 3
357 58.13 atmosphere 1015.0 10 < th dose dependent rect. 2 16
363 58.14 wind 1.0 43200 > th dose dependent rect. 5 3
380 58.15 radiation 10.0 270 < th dose dependent rect. 9 14
383 58.16 wind 9.0 270 < th dose independent rect. 15 9
386 58.16 humidity 70.0 14400 < th dose independent rect. 18 14
390 58.16 humidity 80.0 30 > th dose dependent rect. 3 2
425 58.18 atmosphere 1015.0 270 < th dose dependent rect. 23 5
430 58.19 humidity 80.0 14400 > th dose independent rect. 9 1
434 58.19 precipitation 0.1 90 < th dose independent rect. 17 8
435 58.19 temperature 10.0 90 > th dose independent rect. 5 10
436 58.19 atmosphere 1015.0 90 < th dose independent rect. 5 10
438 58.19 temperature 10.0 90 > th dose independent rect. 15 14
441 58.19 precipitation 0.1 90 < th dose dependent rect. 17 8
459 58.20 temperature 30.0 90 < th dose dependent rect. 5 9
463 58.21 wind 1.0 1440 < th dose independent rect. 8 6
470 58.21 temperature 10.0 270 > th dose independent rect. 15 9
473 58.21 precipitation 0.1 90 < th dose independent rect. 5 10
478 58.21 radiation 1.0 90 < th dose independent rect. 5 21
479 58.21 radiation 10.0 270 < th dose dependent sin 21 NA
483 58.21 precipitation 0.1 90 < th dose dependent rect. 5 10
499 58.23 precipitation 0.1 30 < th dose independent rect. 3 2
501 58.23 temperature 10.0 1440 > th dose independent rect. 18 9
504 58.23 humidity 50.0 1440 > th dose independent rect. 18 9
507 58.23 radiation 20.0 1440 < th dose independent rect. 18 9
520 58.23 temperature 10.0 1440 > th dose independent rect. 3 15
528 58.23 precipitation 0.1 30 < th dose dependent rect. 3 2
537 58.24 precipitation 0.1 10 < th dose independent rect. 18 8
541 58.24 precipitation 0.1 10 < th dose dependent rect. 18 8
556 58.26 humidity 70.0 14400 > th dose independent rect. 17 2
557 58.26 wind 3.0 4320 > th dose independent rect. 9 6
565 58.26 radiation 40.0 270 < th dose independent rect. 4 19
567 58.26 wind 1.0 43200 > th dose dependent rect. 7 1
571 58.26 temperature 10.0 720 > th dose dependent rect. 21 7
577 58.27 precipitation 0.1 90 < th dose independent rect. 1 4
578 58.27 humidity 70.0 14400 > th dose independent rect. 17 7
589 58.27 wind 7.0 90 < th dose independent rect. 5 22
592 58.27 precipitation 0.1 90 < th dose dependent rect. 1 4
601 58.27 atmosphere 1015.0 10 < th dose dependent rect. 24 18
602 58.28 humidity 70.0 14400 < th dose independent rect. 16 3
603 58.28 humidity 70.0 14400 > th dose independent rect. 17 5
605 58.28 wind 3.0 43200 > th dose independent rect. 1 7
612 58.28 wind 9.0 43200 < th dose dependent rect. 7 1
630 58.29 wind 9.0 30 < th dose independent rect. 15 14
635 58.30 humidity 70.0 14400 < th dose independent rect. 18 1
636 58.30 humidity 80.0 30 > th dose independent rect. 3 2
640 58.30 temperature 20.0 720 > th dose independent rect. 21 7
648 58.30 wind 1.0 4320 > th dose independent rect. 8 11
650 58.30 radiation 40.0 90 < th dose independent rect. 15 14
674 58.31 temperature 15.0 90 > th dose independent rect. 5 22
677 58.32 humidity 80.0 14400 > th dose independent rect. 8 3
679 58.32 humidity 70.0 14400 < th dose independent rect. 17 5
703 58.32 wind 5.0 43200 < th dose dependent rect. 1 7
741 58.33 humidity 70.0 30 > th dose dependent rect. 17 3
772 58.35 temperature 20.0 720 > th dose independent rect. 24 3
804 58.36 wind 1.0 270 > th dose independent rect. 24 3
815 58.36 humidity 50.0 90 > th dose independent rect. 5 10
827 58.36 wind 1.0 43200 > th dose dependent rect. 1 7
835 58.37 humidity 80.0 14400 < th dose independent rect. 9 2
844 58.37 radiation 1.0 90 < th dose dependent rect. 1 4
856 58.38 atmosphere 1010.0 270 < th dose independent rect. 23 5
860 58.38 wind 1.0 4320 > th dose independent rect. 8 17
867 58.39 humidity 80.0 270 > th dose independent rect. 24 3
868 58.39 radiation 1.0 90 < th dose independent rect. 1 4
896 58.39 humidity 50.0 270 > th dose dependent rect. 23 5
901 58.39 atmosphere 995.0 30 > th dose dependent rect. 9 15
903 58.39 radiation 40.0 270 < th dose dependent rect. 5 18
905 58.40 atmosphere 1015.0 1440 < th dose independent rect. 3 3
908 58.40 temperature 10.0 90 > th dose independent rect. 1 4
911 58.40 temperature 30.0 90 < th dose independent rect. 1 4
912 58.40 humidity 50.0 90 > th dose independent rect. 1 4
915 58.40 atmosphere 995.0 90 > th dose independent rect. 1 4
916 58.40 atmosphere 1010.0 90 < th dose independent rect. 1 4
941 58.40 temperature 10.0 90 > th dose independent rect. 5 20
958 58.40 humidity 70.0 30 > th dose dependent rect. 5 22
966 58.41 temperature 30.0 270 < th dose independent rect. 15 8
968 58.41 radiation 1.0 270 < th dose independent rect. 5 18
1000 58.42 precipitation 0.1 270 < th dose independent rect. 23 5