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Os02g0290600

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

Description : Peptidase S9B, dipeptidylpeptidase IV N-terminal domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.8 (0.0119) R2 : 0.623
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.776 (0.0288) R2dC : 0.605 R2C : 0.595
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.128 (0.025) R2dN8 : 0.0281 R2N8 : 0.0185
σ : 0.224
deviance : 22.9
__
_____
C
peak time of C : 22.2
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 = 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
18.26 0.201 11.7 0.734 0.855 -0.435 -0.613 2.69 0.0134 22 25.75 862 -- --
19.97 0.208 11.8 0.364 0.775 -0.153 -0.42 -- -0.0326 22.2 22.22 24011 -- --
19.38 0.205 11.7 0.787 0.841 -0.457 -- 2.76 -0.0088 22.1 26.78 952 -- --
20.63 0.212 11.8 0.307 0.781 -0.131 -- -- -0.0168 22.2 29.85 15236 -- --
55.59 0.349 11.8 0.347 -- -0.368 -- 0.627 -0.0853 -- 26.78 952 -- --
20.56 0.213 11.8 0.229 0.772 -- -0.431 -- -0.102 22.2 -- -- -- --
21.3 0.216 11.8 0.246 0.774 -- -- -- -0.101 22.2 -- -- -- --
53.5 0.341 11.8 0.17 -- 0.385 -- -- -0.143 -- 23.9 728 -- --
22.57 0.221 11.8 -- 0.773 0.0831 -- -- -0.16 22.2 25.6 47520 -- --
57.69 0.355 11.8 0.258 -- -- -- -- -0.0992 -- -- -- -- --
22.9 0.224 11.8 -- 0.776 -- -- -- -0.128 22.2 -- -- -- --
54.22 0.343 11.8 -- -- 0.423 -- -- -0.161 -- 23.8 735 -- --
59.44 0.36 11.8 -- -- -- -- -- -0.128 -- -- -- -- --

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 15.38 temperature 10.0 10 > th dose dependent rect. 20 10
7 16.01 temperature 15.0 10 > th dose independent rect. 9 21
8 16.02 atmosphere 1010.0 10 < th dose independent rect. 20 10
12 16.10 temperature 15.0 10 > th dose independent rect. 20 10
19 16.54 temperature 25.0 90 < th dose independent rect. 16 9
21 16.56 temperature 10.0 10 > th dose dependent rect. 6 3
23 16.58 temperature 10.0 30 > th dose dependent rect. 9 21
33 16.69 temperature 15.0 10 > th dose independent rect. 11 19
34 16.71 temperature 10.0 30 > th dose dependent rect. 11 19
37 16.73 temperature 20.0 10 > th dose independent rect. 6 3
38 16.73 temperature 15.0 270 > th dose independent rect. 7 22
39 16.73 temperature 15.0 270 > th dose dependent rect. 5 2
40 16.74 radiation 1.0 30 > th dose independent rect. 6 3
43 16.76 wind 5.0 10 < th dose independent rect. 6 3
44 16.76 precipitation 0.1 10 < th dose independent rect. 6 3
45 16.76 radiation 30.0 10 < th dose independent rect. 6 5
49 16.76 precipitation 0.1 10 < th dose dependent rect. 6 3
52 16.77 temperature 10.0 10 > th dose independent rect. 6 3
54 16.77 temperature 30.0 10 < th dose independent rect. 6 3
55 16.77 humidity 50.0 10 > th dose independent rect. 6 3
57 16.77 atmosphere 995.0 10 > th dose independent rect. 6 3
58 16.77 atmosphere 1015.0 10 < th dose independent rect. 6 3
59 16.77 radiation 40.0 10 < th dose independent rect. 6 3
66 16.79 wind 1.0 10 > th dose independent rect. 6 3
82 16.81 temperature 10.0 1440 > th dose independent rect. 7 3
85 16.81 atmosphere 995.0 1440 > th dose independent rect. 7 3
86 16.81 atmosphere 1015.0 1440 < th dose independent rect. 7 3
87 16.81 wind 1.0 270 > th dose independent rect. 4 4
88 16.81 temperature 10.0 1440 > th dose independent rect. 10 21
91 16.81 wind 9.0 10 < th dose dependent rect. 6 3
97 16.82 temperature 30.0 10 < th dose dependent rect. 17 7
112 16.87 atmosphere 995.0 10 > th dose independent rect. 9 21
113 16.87 atmosphere 1015.0 10 < th dose independent rect. 9 21
119 16.89 radiation 40.0 10 < th dose independent rect. 6 18
120 16.89 wind 9.0 10 < th dose independent rect. 9 21
127 16.91 radiation 40.0 90 < th dose independent rect. 5 19
128 16.91 precipitation 0.1 10 < th dose independent rect. 9 21
130 16.91 precipitation 0.1 10 < th dose dependent rect. 9 21
132 16.92 humidity 50.0 10 > th dose independent rect. 6 14
137 16.92 wind 9.0 10 < th dose dependent rect. 20 10
142 16.93 radiation 40.0 10 < th dose dependent rect. 20 10
143 16.93 humidity 50.0 30 > th dose dependent rect. 6 18
156 16.94 temperature 10.0 270 > th dose dependent rect. 18 10
157 16.95 humidity 60.0 30 > th dose independent rect. 6 18
164 16.96 wind 9.0 10 < th dose independent rect. 20 10
166 16.96 temperature 30.0 10 < th dose independent rect. 20 10
167 16.96 humidity 50.0 10 > th dose independent rect. 20 10
170 16.96 atmosphere 995.0 10 > th dose independent rect. 20 10
171 16.96 radiation 20.0 10 < th dose independent rect. 20 10
174 16.96 temperature 10.0 10 > th dose independent rect. 6 14
176 16.96 atmosphere 1015.0 10 < th dose independent rect. 6 14
177 16.96 precipitation 0.1 10 < th dose independent rect. 6 14
179 16.96 precipitation 0.1 10 < th dose dependent rect. 6 14
188 17.00 humidity 50.0 1440 > th dose independent rect. 7 3
194 17.01 humidity 60.0 90 > th dose independent rect. 5 6
195 17.01 wind 9.0 10 < th dose independent rect. 6 14
199 17.02 wind 5.0 10 < th dose independent rect. 6 5
200 17.02 temperature 30.0 10 < th dose independent rect. 6 5
238 17.07 wind 7.0 30 < th dose dependent rect. 6 5
244 17.08 atmosphere 995.0 10 > th dose dependent rect. 6 3
252 17.10 temperature 10.0 1440 > th dose independent rect. 1 5
255 17.10 temperature 30.0 1440 < th dose independent rect. 1 5
259 17.10 humidity 50.0 1440 > th dose independent rect. 1 5
268 17.10 atmosphere 995.0 1440 > th dose independent rect. 1 5
269 17.10 radiation 20.0 1440 < th dose independent rect. 1 5
278 17.10 atmosphere 1010.0 10 < th dose independent rect. 24 6
280 17.10 temperature 10.0 1440 > th dose independent rect. 6 19
286 17.11 atmosphere 1000.0 10 > th dose independent rect. 24 6
287 17.11 temperature 10.0 1440 > th dose independent rect. 21 10
290 17.11 temperature 30.0 1440 < th dose independent rect. 21 10
294 17.11 humidity 50.0 1440 > th dose independent rect. 21 10
299 17.11 atmosphere 995.0 1440 > th dose independent rect. 21 10
300 17.11 radiation 40.0 1440 < th dose independent rect. 21 10
305 17.11 temperature 10.0 1440 > th dose independent rect. 7 14
319 17.13 temperature 15.0 10 > th dose independent rect. 24 6
323 17.13 wind 9.0 10 < th dose dependent rect. 24 6
329 17.14 precipitation 0.1 10 < th dose independent rect. 20 10
334 17.14 precipitation 0.1 10 < th dose dependent rect. 20 10
339 17.15 humidity 60.0 10 > th dose independent rect. 6 5
342 17.15 radiation 40.0 90 < th dose dependent rect. 6 3
352 17.16 precipitation 0.1 10 < th dose independent rect. 6 18
355 17.16 radiation 30.0 10 < th dose dependent rect. 24 6
357 17.16 precipitation 0.1 10 < th dose dependent rect. 6 18
371 17.18 humidity 50.0 30 > th dose dependent rect. 6 3
394 17.19 radiation 40.0 90 < th dose dependent rect. 6 18
396 17.20 humidity 90.0 30 < th dose independent rect. 6 3
400 17.20 wind 9.0 10 < th dose independent rect. 24 6
402 17.20 temperature 30.0 10 < th dose independent rect. 24 6
403 17.20 humidity 50.0 10 > th dose independent rect. 24 6
408 17.20 radiation 20.0 10 < th dose independent rect. 24 6
413 17.20 temperature 10.0 10 > th dose independent rect. 6 18
418 17.20 temperature 10.0 10 > th dose dependent rect. 24 6
435 17.21 temperature 10.0 10 > th dose dependent rect. 6 5
447 17.22 radiation 40.0 10 < th dose dependent rect. 6 18
448 17.23 wind 9.0 30 < th dose independent rect. 6 18
474 17.24 radiation 40.0 10 < th dose dependent rect. 6 3
477 17.24 radiation 40.0 10 < th dose dependent rect. 6 5
479 17.24 humidity 50.0 10 > th dose dependent rect. 24 6
485 17.25 precipitation 0.1 10 < th dose independent rect. 24 6
489 17.25 atmosphere 995.0 30 > th dose dependent rect. 24 6
490 17.25 precipitation 0.1 10 < th dose dependent rect. 24 6
497 17.26 atmosphere 995.0 10 > th dose independent rect. 6 14
506 17.27 wind 1.0 10 > th dose independent rect. 6 14
536 17.29 radiation 1.0 90 < th dose independent sin 8 NA
555 17.29 precipitation 0.1 270 < th dose independent rect. 7 22
557 17.29 humidity 50.0 30 > th dose dependent rect. 6 5
565 17.29 precipitation 0.1 270 < th dose dependent rect. 7 22
571 17.30 humidity 50.0 90 > th dose dependent rect. 24 5
577 17.31 temperature 20.0 10 > th dose independent rect. 6 5
593 17.32 atmosphere 995.0 10 > th dose dependent rect. 6 5
595 17.32 radiation 40.0 270 < th dose dependent rect. 4 5
597 17.33 radiation 1.0 90 > th dose independent sin 8 NA
613 17.33 radiation 1.0 90 < th dose dependent sin 8 NA
620 17.34 precipitation 0.1 10 < th dose independent rect. 6 5
626 17.34 precipitation 0.1 10 < th dose dependent rect. 6 5
635 17.35 wind 1.0 10 > th dose independent rect. 6 5
636 17.35 temperature 10.0 10 > th dose independent rect. 6 5
639 17.35 atmosphere 995.0 10 > th dose independent rect. 6 5
640 17.35 atmosphere 1015.0 10 < th dose independent rect. 6 5
644 17.35 atmosphere 1015.0 10 < th dose independent rect. 11 19
648 17.35 atmosphere 1015.0 10 < th dose dependent rect. 6 3
654 17.36 radiation 1.0 10 > th dose independent rect. 6 5
671 17.37 wind 9.0 10 < th dose independent rect. 11 19
695 17.39 temperature 10.0 1440 > th dose independent rect. 6 6
699 17.39 atmosphere 995.0 1440 > th dose independent rect. 6 6
702 17.39 temperature 10.0 1440 > th dose independent rect. 12 18
705 17.39 radiation 20.0 90 < th dose independent rect. 6 18
707 17.39 atmosphere 995.0 10 > th dose independent rect. 11 19
709 17.39 wind 9.0 270 < th dose independent rect. 7 22
716 17.39 wind 9.0 10 < th dose dependent rect. 6 14
717 17.39 humidity 50.0 30 > th dose dependent rect. 6 14
740 17.42 radiation 1.0 90 < th dose dependent rect. 24 10
772 17.45 atmosphere 995.0 10 > th dose independent rect. 6 18
786 17.46 radiation 1.0 90 < th dose independent rect. 24 10
792 17.46 precipitation 0.1 10 < th dose independent rect. 11 19
799 17.46 precipitation 0.1 10 < th dose dependent rect. 11 19
809 17.47 humidity 50.0 10 > th dose dependent rect. 20 10
820 17.48 humidity 50.0 30 > th dose independent rect. 9 21
827 17.48 wind 9.0 10 < th dose dependent rect. 6 18
832 17.49 humidity 50.0 270 > th dose dependent rect. 4 4
837 17.50 atmosphere 1000.0 270 > th dose independent rect. 24 3
853 17.50 radiation 20.0 1440 < th dose independent rect. 21 9
869 17.50 temperature 10.0 720 > th dose dependent rect. 16 5
874 17.51 wind 1.0 270 > th dose independent rect. 24 3
884 17.51 atmosphere 995.0 270 > th dose independent rect. 7 22
908 17.52 wind 9.0 270 < th dose dependent rect. 24 2
919 17.53 temperature 25.0 720 > th dose dependent rect. 16 5
945 17.54 temperature 15.0 720 > th dose dependent rect. 17 2
948 17.54 temperature 25.0 720 > th dose dependent rect. 16 7
986 17.56 temperature 25.0 720 > th dose dependent rect. 17 2
987 17.56 temperature 10.0 270 > th dose dependent rect. 24 2
996 17.57 atmosphere 1015.0 10 < th dose independent rect. 6 18