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Os09g0261500

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

Description : Apoptosis inhibitory 5 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.77 (0.0215) R2 : 0.0364
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.188 (0.0452) R2dN8 : 0.047 R2N8 : 0.0364
σ : 0.405
deviance : 75.19
__
_____
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 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
50.5 0.331 8.76 0.592 0.367 -0.48 0.452 0.167 0.287 20.6 10 10 -- --
50.36 0.333 8.76 0.577 0.365 -0.476 0.637 -- 0.281 20.6 10 10 -- --
50.71 0.334 8.75 0.586 0.359 -0.458 -- 0.383 0.288 20.2 10 10 -- --
51.64 0.337 8.76 0.556 0.354 -0.455 -- -- 0.281 20.2 10 10 -- --
56.04 0.349 8.76 0.524 -- -0.375 -- 0.354 0.241 -- 16.1 20 -- --
58.7 0.359 8.75 0.536 0.404 -- -0.228 -- 0.256 15 -- -- -- --
58.86 0.359 8.75 0.531 0.406 -- -- -- 0.255 15.1 -- -- -- --
56.11 0.349 8.75 0.494 -- -0.376 -- -- 0.251 -- 17.82 9 -- --
58.34 0.356 8.77 -- 0.309 -0.452 -- -- 0.214 19.8 15.76 10 -- --
68.24 0.386 8.76 0.513 -- -- -- -- 0.245 -- -- -- -- --
66.28 0.381 8.77 -- 0.395 -- -- -- 0.196 15.1 -- -- -- --
62.7 0.369 8.76 -- -- -0.379 -- -- 0.201 -- 16.42 9 -- --
75.19 0.405 8.77 -- -- -- -- -- 0.188 -- -- -- -- --

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 44.96 temperature 25.0 270 < th dose independent rect. 1 7
7 46.15 wind 5.0 270 < th dose independent rect. 7 18
8 46.18 temperature 30.0 90 < th dose dependent rect. 3 6
9 46.24 temperature 30.0 270 < th dose dependent rect. 1 6
16 46.58 temperature 25.0 270 < th dose independent rect. 3 2
18 46.64 wind 9.0 270 < th dose dependent rect. 7 18
20 46.65 temperature 10.0 10 > th dose dependent rect. 8 20
25 46.83 temperature 30.0 270 < th dose dependent rect. 3 2
42 47.14 temperature 20.0 270 > th dose independent rect. 6 20
49 47.20 wind 9.0 270 < th dose dependent rect. 6 20
59 47.33 temperature 15.0 270 > th dose independent rect. 14 16
70 47.47 radiation 10.0 10 < th dose independent rect. 5 18
73 47.52 wind 7.0 270 < th dose independent rect. 6 8
78 47.64 wind 5.0 270 < th dose independent rect. 2 4
79 47.64 wind 9.0 270 < th dose dependent rect. 6 8
84 47.69 wind 5.0 270 < th dose independent rect. 1 6
86 47.70 temperature 15.0 10 > th dose independent rect. 16 16
87 47.70 radiation 40.0 270 < th dose independent rect. 14 16
94 47.74 precipitation 0.1 270 < th dose independent rect. 2 4
97 47.74 precipitation 0.1 270 < th dose dependent rect. 2 4
100 47.76 precipitation 0.1 270 < th dose independent rect. 1 6
102 47.76 precipitation 0.1 270 < th dose dependent rect. 1 6
114 47.82 humidity 70.0 90 > th dose dependent rect. 21 6
117 47.84 temperature 10.0 270 > th dose dependent rect. 19 7
120 47.86 radiation 30.0 270 < th dose dependent rect. 1 8
121 47.88 atmosphere 995.0 270 > th dose independent rect. 14 16
127 47.91 temperature 10.0 10 > th dose dependent rect. 8 8
129 47.92 precipitation 0.1 270 < th dose independent rect. 14 16
131 47.92 precipitation 0.1 270 < th dose dependent rect. 14 16
142 47.97 radiation 20.0 270 < th dose independent rect. 1 7
151 48.04 wind 9.0 270 < th dose dependent rect. 3 3
163 48.09 humidity 50.0 270 > th dose dependent rect. 19 7
165 48.10 humidity 50.0 270 > th dose independent rect. 14 16
180 48.16 temperature 10.0 270 > th dose independent rect. 1 6
183 48.16 humidity 50.0 270 > th dose independent rect. 1 6
185 48.16 atmosphere 995.0 270 > th dose independent rect. 1 6
186 48.16 atmosphere 1015.0 270 < th dose independent rect. 1 6
187 48.16 radiation 40.0 270 < th dose independent rect. 1 6
190 48.16 temperature 10.0 270 > th dose independent rect. 7 18
200 48.18 temperature 10.0 270 > th dose independent rect. 2 4
203 48.18 humidity 50.0 270 > th dose independent rect. 2 4
206 48.18 atmosphere 995.0 270 > th dose independent rect. 2 4
207 48.18 atmosphere 1015.0 270 < th dose independent rect. 2 4
208 48.18 radiation 20.0 270 < th dose independent rect. 2 4
212 48.18 temperature 10.0 270 > th dose independent rect. 6 8
213 48.18 atmosphere 995.0 270 > th dose independent rect. 6 8
214 48.18 atmosphere 1015.0 270 < th dose independent rect. 6 8
215 48.18 precipitation 0.1 270 < th dose independent rect. 6 8
217 48.18 temperature 10.0 270 > th dose independent rect. 6 20
218 48.18 precipitation 0.1 270 < th dose dependent rect. 6 8
229 48.20 precipitation 0.1 10 < th dose independent rect. 16 16
232 48.20 precipitation 0.1 10 < th dose dependent rect. 16 16
241 48.24 temperature 20.0 270 > th dose independent rect. 19 7
243 48.24 radiation 40.0 90 < th dose dependent rect. 3 7
250 48.27 radiation 20.0 270 < th dose dependent rect. 2 5
254 48.29 wind 9.0 270 < th dose dependent rect. 1 6
257 48.30 precipitation 0.1 10 < th dose independent rect. 3 5
259 48.30 precipitation 0.1 10 < th dose dependent rect. 3 5
261 48.31 radiation 40.0 270 < th dose dependent rect. 2 4
266 48.33 precipitation 0.1 270 < th dose independent rect. 7 18
269 48.33 precipitation 0.1 270 < th dose dependent rect. 7 18
287 48.35 humidity 50.0 10 > th dose independent rect. 16 16
313 48.41 temperature 10.0 270 > th dose dependent rect. 6 8
316 48.42 atmosphere 995.0 10 > th dose independent rect. 16 16
318 48.42 precipitation 0.1 270 < th dose independent rect. 6 20
319 48.42 precipitation 0.1 270 < th dose dependent rect. 6 20
321 48.43 wind 9.0 10 < th dose independent rect. 8 8
363 48.48 atmosphere 995.0 270 > th dose independent rect. 2 17
392 48.54 radiation 1.0 270 < th dose independent rect. 3 2
403 48.55 radiation 20.0 10 < th dose dependent rect. 5 18
420 48.56 precipitation 0.1 270 < th dose independent rect. 2 17
423 48.56 precipitation 0.1 270 < th dose dependent rect. 2 17
425 48.57 temperature 10.0 10 > th dose independent rect. 8 8
427 48.57 atmosphere 1015.0 10 < th dose independent rect. 8 8
428 48.57 precipitation 0.1 10 < th dose independent rect. 8 8
432 48.57 precipitation 0.1 10 < th dose dependent rect. 8 8
436 48.58 wind 9.0 270 < th dose independent rect. 14 16
447 48.61 temperature 30.0 90 < th dose dependent rect. 3 16
452 48.62 radiation 10.0 270 < th dose dependent rect. 2 16
461 48.64 radiation 1.0 10 > th dose independent rect. 8 8
468 48.67 wind 7.0 270 < th dose independent rect. 19 7
471 48.67 radiation 10.0 270 < th dose dependent rect. 2 12
539 48.81 radiation 40.0 10 < th dose independent rect. 16 16
551 48.83 radiation 40.0 90 < th dose dependent rect. 15 17
565 48.84 humidity 80.0 90 > th dose independent rect. 21 6
574 48.85 radiation 10.0 10 > th dose independent rect. 8 10
589 48.85 humidity 80.0 720 < th dose dependent rect. 20 4
596 48.86 wind 9.0 10 < th dose independent rect. 16 16
600 48.86 temperature 30.0 90 < th dose dependent rect. 3 18
618 48.90 humidity 50.0 270 > th dose independent rect. 6 8
621 48.91 humidity 80.0 270 > th dose independent rect. 21 4
659 48.97 temperature 10.0 270 > th dose independent rect. 19 7
660 48.97 temperature 30.0 270 < th dose independent rect. 19 7
661 48.97 humidity 50.0 270 > th dose independent rect. 19 7
662 48.97 atmosphere 995.0 270 > th dose independent rect. 19 7
663 48.97 radiation 1.0 270 < th dose independent rect. 19 7
670 48.97 temperature 10.0 270 > th dose independent rect. 2 17
671 48.97 atmosphere 1015.0 270 < th dose independent rect. 2 17
676 48.97 radiation 1.0 270 < th dose dependent rect. 19 7
687 48.98 radiation 1.0 270 > th dose independent rect. 6 8
690 48.98 temperature 30.0 90 < th dose independent rect. 3 16
715 49.00 humidity 50.0 270 > th dose independent rect. 2 17
719 49.01 humidity 70.0 270 > th dose dependent rect. 23 1
727 49.02 temperature 10.0 1440 > th dose independent rect. 9 8
731 49.02 temperature 10.0 1440 > th dose independent rect. 17 16
795 49.12 atmosphere 995.0 10 > th dose independent rect. 8 8
805 49.13 atmosphere 1010.0 30 < th dose independent rect. 16 16
812 49.14 humidity 80.0 720 < th dose dependent rect. 19 12
816 49.15 humidity 80.0 720 < th dose independent rect. 19 8
821 49.16 wind 1.0 270 > th dose independent rect. 1 6
834 49.18 radiation 10.0 270 < th dose independent rect. 1 17
841 49.19 atmosphere 995.0 90 > th dose dependent rect. 3 5
902 49.26 humidity 80.0 720 < th dose independent rect. 19 12
904 49.26 humidity 50.0 270 > th dose dependent rect. 3 2
907 49.27 wind 1.0 270 > th dose independent rect. 2 4
915 49.28 wind 1.0 270 > th dose independent rect. 3 1
916 49.28 precipitation 0.1 270 < th dose independent rect. 19 7
923 49.28 precipitation 0.1 270 < th dose dependent rect. 19 7
926 49.29 radiation 10.0 10 < th dose independent sin 22 NA
941 49.30 humidity 50.0 270 > th dose dependent rect. 2 4
955 49.32 atmosphere 1015.0 90 < th dose independent rect. 8 19
967 49.34 wind 1.0 10 > th dose independent rect. 8 8
988 49.36 humidity 80.0 720 < th dose dependent rect. 19 10