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Os11g0551800

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

Description : Similar to Yippee-like protein 1 (DGL-1) (Mdgl-1).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11 (0.0244) R2 : 0.506
β1 : -1.13 (0.0893) R2dD : 0.179 R2D : 0.214
β2 : 0.894 (0.0623) R2dC : 0.224 R2C : 0.208
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.383 (0.0521) R2dN8 : 0.0788 R2N8 : 0.0943
σ : 0.459
deviance : 95.9
__
_____
C
peak time of C : 16.2
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
76.06 0.41 11.1 -1.93 0.888 0.0231 0.321 4.07 0.165 16.2 0.006363 8765 -- --
86.27 0.436 11 -1.11 1.39 0.728 0.169 -- 0.383 14.3 20 22527 -- --
75.81 0.406 11.1 -1.95 0.888 0.192 -- 4.35 0.174 16.2 0.0001041 8636 -- --
83.72 0.429 11 -1.09 1.3 0.805 -- -- 0.387 14.6 40 22609 -- --
117.83 0.506 11.1 -2.01 -- 0.375 -- 4.82 0.174 -- 0.01 8600 -- --
95.84 0.459 11 -1.13 0.894 -- 0.143 -- 0.383 16.2 -- -- -- --
95.9 0.459 11 -1.13 0.894 -- -- -- 0.383 16.2 -- -- -- --
126.58 0.524 10.9 -1.29 -- 0.607 -- -- 0.568 -- 60 22917 -- --
108.96 0.486 10.9 -- 0.897 0.75 -- -- 0.807 16.2 4.729 47520 -- --
139.2 0.551 11 -1.16 -- -- -- -- 0.36 -- -- -- -- --
129.34 0.532 10.9 -- 0.916 -- -- -- 0.509 16.2 -- -- -- --
152.42 0.575 10.9 -- -- 0.787 -- -- 0.799 -- 4.6 47520 -- --
174.84 0.617 10.9 -- -- -- -- -- 0.489 -- -- -- -- --

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 64.12 temperature 20.0 90 > th dose independent rect. 5 15
8 67.27 temperature 10.0 270 > th dose dependent rect. 15 17
14 68.21 radiation 1.0 270 < th dose dependent sin 13 NA
15 68.37 temperature 10.0 90 > th dose dependent rect. 5 15
20 68.92 radiation 1.0 270 > th dose independent rect. 16 15
24 69.03 radiation 20.0 90 < th dose independent rect. 5 15
41 70.00 radiation 40.0 90 < th dose dependent rect. 5 15
51 70.29 radiation 40.0 270 < th dose independent rect. 3 16
54 70.44 temperature 15.0 270 > th dose dependent rect. 3 5
64 70.68 radiation 20.0 90 < th dose independent rect. 17 17
65 70.71 temperature 20.0 270 > th dose independent rect. 3 5
70 70.92 precipitation 0.1 270 < th dose independent rect. 4 15
71 70.92 precipitation 0.1 270 < th dose dependent rect. 4 15
79 71.02 radiation 1.0 270 > th dose independent sin 13 NA
80 71.07 wind 7.0 270 < th dose independent rect. 19 9
87 71.23 wind 9.0 43200 < th dose independent rect. 18 1
89 71.24 temperature 15.0 10 > th dose dependent rect. 17 17
91 71.24 temperature 20.0 10 > th dose dependent rect. 16 19
94 71.33 radiation 40.0 90 < th dose independent rect. 5 15
96 71.41 wind 1.0 270 > th dose independent rect. 8 7
98 71.43 radiation 1.0 270 < th dose dependent rect. 17 11
103 71.49 radiation 1.0 270 < th dose independent sin 13 NA
104 71.52 temperature 20.0 270 > th dose independent rect. 2 7
121 71.74 temperature 20.0 270 > th dose independent rect. 14 18
128 71.80 temperature 10.0 270 > th dose independent rect. 19 9
129 71.80 temperature 30.0 270 < th dose independent rect. 19 9
130 71.80 humidity 50.0 270 > th dose independent rect. 19 9
131 71.80 atmosphere 995.0 270 > th dose independent rect. 19 9
132 71.80 radiation 1.0 270 < th dose independent rect. 19 9
138 71.80 atmosphere 1015.0 270 < th dose independent rect. 4 15
139 71.80 radiation 1.0 270 < th dose dependent rect. 19 9
144 71.82 precipitation 0.1 270 < th dose independent rect. 19 9
146 71.82 precipitation 0.1 270 < th dose dependent rect. 19 9
147 71.82 humidity 90.0 14400 > th dose dependent rect. 23 11
150 71.84 humidity 90.0 14400 > th dose dependent rect. 21 11
157 71.90 radiation 40.0 270 < th dose independent rect. 15 17
166 71.93 radiation 40.0 10 < th dose dependent rect. 6 14
168 71.94 humidity 90.0 14400 > th dose dependent sin 10 NA
171 71.96 humidity 90.0 14400 > th dose dependent rect. 21 6
178 72.01 wind 9.0 43200 > th dose independent rect. 18 1
181 72.01 radiation 1.0 270 < th dose dependent rect. 6 22
190 72.05 humidity 90.0 14400 > th dose dependent rect. 20 8
255 72.36 wind 9.0 270 < th dose independent rect. 8 7
259 72.38 temperature 10.0 270 > th dose independent rect. 8 7
260 72.38 atmosphere 1015.0 270 < th dose independent rect. 8 7
262 72.38 temperature 10.0 270 > th dose independent rect. 15 17
269 72.43 radiation 10.0 270 < th dose independent rect. 3 16
275 72.45 precipitation 0.1 270 < th dose independent rect. 15 17
277 72.45 precipitation 0.1 270 < th dose dependent rect. 15 17
284 72.47 radiation 1.0 270 < th dose dependent rect. 8 19
285 72.48 precipitation 0.1 270 < th dose independent rect. 8 7
286 72.48 humidity 90.0 14400 > th dose dependent rect. 3 5
287 72.48 precipitation 0.1 270 < th dose dependent rect. 8 7
312 72.60 humidity 90.0 14400 > th dose independent rect. 20 8
322 72.63 wind 3.0 43200 < th dose independent rect. 13 1
325 72.64 wind 3.0 43200 > th dose independent rect. 13 1
329 72.66 radiation 1.0 90 > th dose independent sin 11 NA
334 72.67 radiation 40.0 270 < th dose dependent rect. 3 16
335 72.68 radiation 1.0 90 < th dose independent sin 11 NA
342 72.69 radiation 1.0 90 < th dose dependent rect. 20 11
348 72.71 atmosphere 995.0 270 > th dose independent rect. 15 17
361 72.76 wind 9.0 43200 > th dose dependent rect. 18 1
368 72.80 temperature 15.0 270 > th dose dependent rect. 4 3
396 72.88 atmosphere 1000.0 90 > th dose independent rect. 5 15
399 72.90 humidity 90.0 14400 > th dose dependent rect. 5 1
407 72.94 atmosphere 995.0 270 > th dose independent rect. 8 7
418 73.01 radiation 40.0 90 < th dose dependent rect. 16 18
439 73.09 radiation 1.0 90 < th dose dependent rect. 20 15
461 73.19 wind 1.0 270 > th dose independent rect. 19 9
480 73.24 radiation 1.0 14400 > th dose independent rect. 18 1
495 73.25 wind 5.0 43200 < th dose dependent rect. 13 1
498 73.26 wind 9.0 270 < th dose independent rect. 4 15
501 73.27 humidity 90.0 43200 > th dose independent rect. 9 1
502 73.27 radiation 20.0 270 < th dose independent rect. 3 6
509 73.28 wind 9.0 270 < th dose independent rect. 15 17
512 73.29 humidity 80.0 43200 > th dose dependent rect. 12 2
543 73.35 radiation 20.0 90 < th dose independent rect. 13 22
551 73.38 wind 1.0 43200 > th dose independent rect. 2 1
561 73.41 wind 1.0 43200 < th dose independent rect. 2 1
564 73.41 humidity 90.0 43200 > th dose dependent rect. 9 1
593 73.53 humidity 90.0 14400 > th dose dependent rect. 4 3
595 73.54 humidity 50.0 270 > th dose independent rect. 8 7
611 73.60 radiation 40.0 43200 < th dose dependent rect. 21 8
612 73.61 radiation 10.0 30 < th dose independent sin 21 NA
620 73.63 humidity 80.0 43200 > th dose dependent rect. 9 5
623 73.66 radiation 40.0 270 < th dose dependent rect. 3 6
625 73.67 temperature 10.0 270 > th dose dependent rect. 14 7
671 73.80 precipitation 0.1 43200 > th dose independent rect. 5 1
674 73.80 radiation 1.0 90 < th dose dependent rect. 20 20
708 73.92 precipitation 0.1 43200 > th dose dependent rect. 5 1
712 73.94 precipitation 0.1 43200 < th dose independent rect. 5 1
714 73.94 precipitation 0.1 43200 < th dose dependent rect. 5 1
721 73.96 temperature 15.0 270 > th dose dependent rect. 15 4
747 74.03 precipitation 0.1 43200 > th dose dependent rect. 4 3
748 74.03 precipitation 0.1 43200 > th dose dependent rect. 4 6
755 74.06 radiation 10.0 270 < th dose independent rect. 4 4
762 74.08 radiation 10.0 4320 < th dose dependent rect. 21 8
763 74.09 precipitation 0.1 43200 > th dose independent rect. 4 3
764 74.09 precipitation 0.1 43200 < th dose independent rect. 4 3
765 74.09 precipitation 0.1 43200 < th dose dependent rect. 4 3
766 74.09 radiation 40.0 90 < th dose dependent rect. 5 6
768 74.10 temperature 25.0 43200 < th dose independent rect. 15 1
773 74.11 temperature 25.0 43200 > th dose independent rect. 14 1
779 74.12 precipitation 0.1 43200 > th dose independent rect. 4 6
782 74.13 humidity 90.0 43200 < th dose independent rect. 9 1
800 74.16 humidity 50.0 270 > th dose independent rect. 8 19
824 74.23 precipitation 0.1 43200 < th dose independent rect. 4 6
827 74.23 precipitation 0.1 43200 < th dose dependent rect. 4 6
834 74.25 humidity 90.0 14400 > th dose independent sin 11 NA
919 74.41 radiation 1.0 43200 < th dose independent rect. 7 1
945 74.46 radiation 1.0 14400 < th dose independent rect. 18 12
948 74.47 radiation 1.0 43200 > th dose independent rect. 7 1
981 74.53 radiation 1.0 43200 < th dose dependent rect. 7 1
983 74.53 radiation 10.0 10 < th dose dependent rect. 20 10
984 74.53 radiation 1.0 4320 < th dose dependent rect. 18 16
988 74.54 temperature 15.0 270 > th dose dependent rect. 5 1
996 74.56 humidity 90.0 14400 < th dose independent rect. 20 8