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Os03g0825700

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

Description : Similar to Defective in exine formation.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.3 (0.0167) R2 : 0.105
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.257 (0.0351) R2dN8 : 0.136 R2N8 : 0.105
σ : 0.314
deviance : 45.3
__
_____
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
17.94 0.199 11.2 0.733 0.199 -8.76 -0.333 -16.7 0.34 1.19 14.65 1698 -- --
18.12 0.2 11.3 0.895 0.199 -0.821 -0.332 -- 0.348 1.28 14.65 1698 -- --
18.38 0.2 11.2 0.748 0.198 -8.69 -- -16.8 0.344 0.941 14.66 1651 -- --
18.38 0.2 11.3 0.888 0.193 -0.768 -- -- 0.345 1 14.73 1603 -- --
20.65 0.212 11.2 0.722 -- -8.3 -- -16.1 0.347 -- 14.95 1349 -- --
19.39 0.206 11.3 0.93 0.185 -- -0.237 -- 0.357 1.33 -- -- -- --
19.61 0.207 11.3 0.938 0.185 -- -- -- 0.359 1.07 -- -- -- --
20.17 0.209 11.3 0.855 -- -0.45 -- -- 0.328 -- 20.41 1052 -- --
25.46 0.235 11.4 -- 0.179 -0.7 -- -- 0.103 1.13 20.72 47520 -- --
21.74 0.218 11.3 0.945 -- -- -- -- 0.362 -- -- -- -- --
42.8 0.306 11.3 -- 0.201 -- -- -- 0.254 1.26 -- -- -- --
27.44 0.244 11.4 -- -- -0.708 -- -- 0.101 -- 20.96 47520 -- --
45.3 0.314 11.3 -- -- -- -- -- 0.257 -- -- -- -- --

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 16.70 radiation 1.0 1440 < th dose independent rect. 11 2
2 16.70 radiation 1.0 1440 < th dose dependent rect. 11 2
9 16.77 radiation 1.0 1440 > th dose independent rect. 11 3
61 17.58 wind 9.0 4320 < th dose independent rect. 18 1
63 17.59 humidity 60.0 14400 > th dose independent rect. 1 7
70 17.64 temperature 15.0 30 > th dose independent rect. 5 23
71 17.64 humidity 70.0 14400 < th dose dependent rect. 21 1
79 17.64 humidity 90.0 720 > th dose dependent rect. 9 9
81 17.65 wind 7.0 4320 > th dose dependent rect. 18 1
82 17.65 humidity 90.0 720 > th dose dependent rect. 13 6
85 17.66 temperature 15.0 1440 > th dose independent rect. 5 20
96 17.70 atmosphere 1005.0 270 > th dose dependent rect. 23 7
97 17.71 humidity 90.0 720 > th dose independent rect. 12 7
103 17.72 radiation 20.0 1440 < th dose dependent rect. 11 1
116 17.76 humidity 90.0 720 > th dose dependent rect. 15 2
118 17.76 humidity 90.0 720 > th dose dependent rect. 20 5
122 17.77 humidity 90.0 1440 > th dose dependent rect. 9 6
125 17.78 wind 9.0 4320 > th dose independent rect. 18 1
126 17.78 radiation 20.0 1440 < th dose independent rect. 11 3
127 17.78 temperature 15.0 1440 > th dose independent rect. 8 17
131 17.78 temperature 20.0 1440 < th dose dependent rect. 12 8
134 17.79 wind 5.0 1440 < th dose independent rect. 21 1
136 17.79 precipitation 0.1 270 > th dose independent rect. 2 2
137 17.79 precipitation 0.1 1440 < th dose independent rect. 6 13
138 17.79 humidity 90.0 720 > th dose dependent rect. 20 1
140 17.79 precipitation 0.1 270 > th dose dependent rect. 2 2
143 17.79 precipitation 0.1 1440 < th dose dependent rect. 6 13
146 17.80 temperature 15.0 720 > th dose independent rect. 18 6
147 17.80 precipitation 0.1 1440 > th dose independent rect. 7 12
151 17.80 temperature 20.0 1440 < th dose dependent rect. 12 3
159 17.81 temperature 15.0 720 > th dose independent rect. 12 9
171 17.82 wind 5.0 1440 > th dose independent rect. 21 1
172 17.82 wind 1.0 1440 < th dose independent rect. 6 1
174 17.82 humidity 90.0 1440 > th dose independent rect. 8 10
183 17.83 wind 1.0 1440 > th dose independent rect. 6 1
189 17.83 temperature 15.0 1440 > th dose independent rect. 10 15
197 17.83 precipitation 0.1 1440 > th dose dependent rect. 6 13
204 17.84 precipitation 0.1 1440 < th dose independent rect. 8 11
206 17.84 temperature 15.0 270 > th dose independent rect. 18 13
213 17.84 precipitation 0.1 1440 < th dose dependent rect. 8 11
215 17.85 temperature 15.0 1440 > th dose independent rect. 21 1
216 17.85 humidity 60.0 14400 < th dose independent rect. 6 1
218 17.85 humidity 60.0 14400 < th dose independent rect. 20 1
220 17.85 radiation 20.0 14400 > th dose independent rect. 17 1
241 17.85 humidity 90.0 1440 > th dose independent rect. 9 6
280 17.85 humidity 60.0 14400 < th dose dependent rect. 6 1
284 17.85 radiation 20.0 14400 > th dose dependent rect. 17 1
343 17.86 wind 1.0 14400 < th dose independent rect. 4 2
351 17.86 humidity 90.0 720 > th dose dependent rect. 20 3
362 17.86 radiation 1.0 1440 < th dose dependent rect. 19 22
363 17.87 temperature 20.0 1440 < th dose independent rect. 12 1
364 17.87 radiation 1.0 1440 > th dose independent rect. 9 1
386 17.87 radiation 1.0 1440 < th dose dependent rect. 23 18
390 17.88 temperature 15.0 1440 > th dose independent sin 0 NA
392 17.88 humidity 90.0 720 > th dose independent rect. 15 2
419 17.89 humidity 60.0 14400 > th dose independent rect. 20 12
441 17.89 atmosphere 1010.0 90 < th dose dependent rect. 23 11
442 17.90 precipitation 0.1 1440 > th dose independent sin 23 NA
443 17.90 precipitation 0.1 1440 < th dose independent sin 23 NA
446 17.90 precipitation 0.1 1440 < th dose independent rect. 15 2
451 17.90 precipitation 0.1 1440 < th dose dependent sin 23 NA
455 17.90 precipitation 0.1 1440 < th dose dependent rect. 15 2
463 17.90 atmosphere 1010.0 10 < th dose dependent rect. 24 10
471 17.91 wind 7.0 1440 > th dose independent rect. 16 1
478 17.91 humidity 60.0 14400 > th dose independent rect. 22 10
482 17.91 temperature 15.0 4320 < th dose dependent rect. 2 2
483 17.91 precipitation 0.1 1440 > th dose dependent rect. 15 2
484 17.91 temperature 15.0 4320 < th dose dependent rect. 2 4
503 17.92 precipitation 0.1 1440 > th dose independent rect. 15 2
511 17.92 temperature 20.0 90 < th dose dependent sin 15 NA
512 17.92 humidity 90.0 1440 > th dose dependent rect. 13 1
521 17.92 temperature 20.0 90 < th dose dependent rect. 18 10
530 17.93 precipitation 0.1 1440 > th dose independent rect. 12 1
531 17.93 wind 1.0 14400 > th dose independent rect. 4 2
537 17.93 temperature 15.0 1440 > th dose independent rect. 13 12
541 17.93 precipitation 0.1 1440 > th dose dependent rect. 12 1
549 17.93 temperature 20.0 90 < th dose dependent rect. 19 8
558 17.93 atmosphere 1010.0 10 < th dose dependent rect. 22 12
562 17.94 humidity 80.0 43200 < th dose independent rect. 6 1
565 17.94 temperature 15.0 1440 < th dose independent rect. 4 10
582 17.94 temperature 20.0 720 < th dose dependent sin 18 NA
600 17.94 temperature 15.0 1440 < th dose dependent rect. 4 11
612 17.95 humidity 90.0 1440 < th dose independent rect. 9 6
613 17.95 precipitation 0.1 1440 > th dose independent rect. 12 7
618 17.95 temperature 15.0 720 > th dose independent rect. 11 12
634 17.95 temperature 15.0 4320 < th dose dependent rect. 5 1
648 17.95 atmosphere 1005.0 10 < th dose dependent rect. 1 7
652 17.95 temperature 20.0 10 < th dose dependent rect. 19 9
679 17.95 temperature 15.0 1440 < th dose dependent rect. 2 18
682 17.96 temperature 15.0 1440 < th dose independent sin 0 NA
686 17.96 temperature 15.0 1440 > th dose independent rect. 17 1
687 17.96 humidity 90.0 720 > th dose independent rect. 13 1
692 17.96 temperature 15.0 1440 > th dose independent rect. 6 11
706 17.96 temperature 15.0 1440 < th dose dependent sin 1 NA
707 17.96 radiation 1.0 1440 < th dose dependent sin 1 NA
708 17.96 precipitation 0.1 1440 > th dose dependent sin 0 NA
717 17.96 humidity 80.0 43200 < th dose dependent rect. 3 5
723 17.96 temperature 15.0 1440 < th dose dependent rect. 4 8
763 17.97 temperature 20.0 1440 > th dose independent rect. 12 1
765 17.97 temperature 15.0 1440 > th dose independent rect. 21 3
791 17.97 humidity 80.0 43200 < th dose dependent rect. 5 2
836 17.97 temperature 15.0 1440 < th dose dependent rect. 4 20
840 17.98 humidity 80.0 43200 > th dose independent rect. 5 2
857 17.98 temperature 15.0 30 > th dose independent rect. 23 23
870 17.98 precipitation 0.1 1440 > th dose dependent rect. 14 4
877 17.98 temperature 20.0 10 < th dose dependent rect. 19 7
916 17.99 temperature 15.0 1440 > th dose independent rect. 19 1
917 17.99 humidity 60.0 14400 > th dose independent rect. 7 1
925 17.99 precipitation 0.1 1440 < th dose independent rect. 13 4
952 17.99 wind 1.0 1440 < th dose dependent rect. 6 1
956 17.99 temperature 20.0 90 < th dose dependent rect. 21 2
967 17.99 precipitation 0.1 1440 < th dose dependent rect. 13 4
976 17.99 precipitation 0.1 14400 > th dose dependent rect. 7 7