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Os01g0556400

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

Description : Heat shock protein DnaJ family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.94 (0.0173) R2 : 0.363
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.665 (0.0419) R2dC : 0.352 R2C : 0.344
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.119 (0.0365) R2dN8 : 0.0191 R2N8 : 0.0117
σ : 0.327
deviance : 48.92
__
_____
C
peak time of C : 13.7
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
35 0.278 8.94 0.525 0.272 -0.445 0.688 -0.109 0.157 16.8 0.0221 60 -- --
35.03 0.276 8.94 0.536 0.269 -0.434 0.75 -- 0.161 16.5 0.02202 63 -- --
36 0.279 8.94 0.524 0.272 -0.427 -- -0.277 0.157 16.4 0.02008 65 -- --
36.5 0.281 8.94 0.532 0.277 -0.424 -- -- 0.155 16.3 0.01914 65 -- --
38.43 0.289 8.94 0.585 -- -0.478 -- -0.452 0.196 -- 0.06002 137 -- --
39.15 0.293 8.93 0.558 0.677 -- 0.532 -- 0.18 13.8 -- -- -- --
40.24 0.297 8.93 0.574 0.676 -- -- -- 0.183 13.7 -- -- -- --
38.71 0.29 8.93 0.544 -- -0.548 -- -- 0.16 -- 0.005491 137 -- --
44.1 0.309 8.94 -- 0.298 -0.425 -- -- 0.145 16.4 0.009927 65 -- --
68.04 0.385 8.94 0.547 -- -- -- -- 0.168 -- -- -- -- --
48.92 0.327 8.94 -- 0.665 -- -- -- 0.119 13.7 -- -- -- --
46.04 0.316 8.93 -- -- -0.57 -- -- 0.145 -- 1.085e-06 157 -- --
75.92 0.407 8.95 -- -- -- -- -- 0.107 -- -- -- -- --

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 33.84 humidity 70.0 30 > th dose independent rect. 19 10
4 34.22 atmosphere 1010.0 30 < th dose independent rect. 5 3
6 34.28 temperature 20.0 10 > th dose independent rect. 22 10
7 34.28 wind 1.0 30 > th dose independent rect. 8 21
9 34.36 precipitation 0.1 30 < th dose independent rect. 19 10
10 34.36 precipitation 0.1 30 < th dose dependent rect. 19 10
11 34.42 humidity 50.0 270 > th dose dependent rect. 20 11
12 34.45 temperature 20.0 10 > th dose independent rect. 12 20
14 34.52 precipitation 0.1 30 < th dose independent rect. 5 14
15 34.52 precipitation 0.1 30 < th dose dependent rect. 5 14
16 34.54 wind 9.0 30 < th dose independent rect. 19 10
17 34.55 temperature 10.0 30 > th dose independent rect. 19 10
18 34.55 temperature 30.0 30 < th dose independent rect. 19 10
19 34.55 humidity 50.0 30 > th dose independent rect. 19 10
21 34.55 atmosphere 995.0 30 > th dose independent rect. 19 10
22 34.55 radiation 1.0 30 < th dose independent rect. 19 10
28 34.55 temperature 10.0 30 > th dose independent rect. 5 14
30 34.55 atmosphere 1015.0 30 < th dose independent rect. 5 14
31 34.55 radiation 1.0 30 < th dose dependent rect. 19 10
37 34.57 humidity 50.0 30 > th dose independent rect. 8 21
40 34.62 wind 9.0 30 < th dose independent rect. 8 21
43 34.65 temperature 30.0 10 < th dose independent rect. 8 21
44 34.65 temperature 30.0 30 < th dose dependent rect. 18 11
74 34.72 atmosphere 1000.0 30 > th dose independent rect. 5 14
79 34.79 wind 5.0 30 < th dose independent rect. 5 3
81 34.79 precipitation 0.1 30 < th dose independent rect. 8 21
82 34.79 precipitation 0.1 30 < th dose dependent rect. 8 21
89 34.84 wind 1.0 90 > th dose independent rect. 18 11
100 34.87 radiation 1.0 90 < th dose dependent sin 13 NA
103 34.89 temperature 10.0 30 > th dose independent rect. 5 3
105 34.89 temperature 30.0 30 < th dose independent rect. 5 3
106 34.89 humidity 50.0 30 > th dose independent rect. 5 3
108 34.89 atmosphere 995.0 30 > th dose independent rect. 5 3
110 34.89 precipitation 0.1 30 < th dose independent rect. 5 3
112 34.89 temperature 10.0 30 > th dose independent rect. 8 21
113 34.89 precipitation 0.1 30 < th dose dependent rect. 5 3
115 34.90 wind 9.0 30 < th dose independent rect. 5 14
118 34.91 wind 9.0 30 < th dose dependent rect. 5 3
122 34.93 humidity 50.0 270 > th dose independent rect. 7 13
124 34.94 atmosphere 995.0 30 > th dose independent rect. 8 21
125 34.94 atmosphere 1015.0 90 < th dose dependent rect. 5 2
127 34.95 radiation 40.0 1440 < th dose dependent rect. 20 9
129 34.96 atmosphere 1015.0 30 < th dose independent rect. 19 10
150 34.98 radiation 40.0 30 < th dose independent rect. 5 3
171 35.03 humidity 50.0 270 > th dose independent rect. 16 11
183 35.05 radiation 1.0 30 > th dose independent rect. 12 20
188 35.06 radiation 1.0 30 > th dose independent rect. 18 14
208 35.11 wind 3.0 90 < th dose dependent rect. 5 2
212 35.12 atmosphere 1015.0 30 < th dose independent rect. 8 21
222 35.16 temperature 10.0 10 > th dose dependent rect. 22 10
226 35.18 radiation 1.0 90 < th dose independent sin 13 NA
240 35.20 temperature 10.0 30 > th dose dependent rect. 5 3
270 35.25 radiation 1.0 10 > th dose independent rect. 5 3
293 35.25 humidity 50.0 30 > th dose dependent rect. 5 3
309 35.30 radiation 10.0 30 < th dose independent rect. 5 11
313 35.30 radiation 40.0 30 < th dose dependent rect. 5 3
316 35.30 temperature 15.0 10 > th dose dependent rect. 12 20
318 35.31 temperature 30.0 30 < th dose dependent rect. 16 13
364 35.36 radiation 30.0 270 < th dose dependent rect. 16 11
367 35.37 radiation 10.0 30 < th dose independent rect. 5 9
371 35.37 wind 9.0 270 < th dose independent rect. 7 14
385 35.38 radiation 10.0 30 < th dose independent rect. 5 13
387 35.38 precipitation 0.1 270 < th dose independent rect. 7 14
390 35.38 precipitation 0.1 270 < th dose dependent rect. 7 14
395 35.39 radiation 1.0 90 < th dose dependent rect. 9 19
431 35.43 temperature 10.0 1440 > th dose independent rect. 20 9
434 35.43 temperature 30.0 1440 < th dose independent rect. 20 9
438 35.43 humidity 50.0 1440 > th dose independent rect. 20 9
444 35.43 atmosphere 995.0 1440 > th dose independent rect. 20 9
445 35.43 radiation 20.0 1440 < th dose independent rect. 20 9
481 35.43 radiation 20.0 270 < th dose independent rect. 16 11
482 35.43 temperature 10.0 1440 > th dose independent rect. 6 14
524 35.48 wind 9.0 4320 < th dose independent rect. 6 3
546 35.51 temperature 10.0 270 > th dose independent rect. 21 10
547 35.51 temperature 30.0 270 < th dose independent rect. 21 10
548 35.51 humidity 50.0 270 > th dose independent rect. 21 10
550 35.51 atmosphere 995.0 270 > th dose independent rect. 21 10
551 35.51 radiation 40.0 270 < th dose independent rect. 21 10
553 35.51 temperature 10.0 270 > th dose independent rect. 7 14
555 35.51 atmosphere 1015.0 270 < th dose independent rect. 7 14
569 35.52 radiation 1.0 30 > th dose independent rect. 14 18
612 35.56 wind 9.0 270 < th dose independent rect. 21 10
617 35.56 temperature 30.0 30 < th dose dependent rect. 5 3
629 35.57 humidity 70.0 10 > th dose independent rect. 16 13
630 35.57 humidity 50.0 10 > th dose independent rect. 5 14
643 35.58 radiation 10.0 30 > th dose independent rect. 8 4
649 35.59 precipitation 0.1 270 < th dose independent rect. 21 10
652 35.59 radiation 1.0 30 > th dose independent rect. 9 23
654 35.59 precipitation 0.1 270 < th dose dependent rect. 21 10
661 35.60 wind 1.0 270 > th dose independent rect. 7 14
664 35.60 atmosphere 995.0 30 > th dose dependent rect. 5 3
697 35.64 radiation 1.0 30 > th dose independent sin 12 NA
737 35.68 radiation 10.0 30 < th dose independent rect. 5 5
754 35.69 radiation 1.0 270 > th dose independent rect. 9 22
759 35.70 temperature 10.0 1440 > th dose independent rect. 6 3
762 35.70 humidity 50.0 1440 > th dose independent rect. 6 3
764 35.70 atmosphere 995.0 1440 > th dose independent rect. 6 3
765 35.70 atmosphere 1015.0 1440 < th dose independent rect. 6 3
771 35.70 temperature 10.0 1440 > th dose independent rect. 9 21
774 35.70 radiation 40.0 270 < th dose dependent rect. 21 10
788 35.72 wind 1.0 10 > th dose independent rect. 5 3
797 35.72 wind 9.0 10 < th dose dependent rect. 19 10
801 35.73 temperature 20.0 10 > th dose independent rect. 17 15
804 35.73 radiation 20.0 30 < th dose dependent rect. 5 5
810 35.73 radiation 20.0 90 < th dose dependent rect. 5 13
832 35.75 radiation 1.0 90 < th dose independent rect. 9 19
880 35.78 temperature 30.0 270 < th dose independent rect. 16 10
918 35.80 temperature 10.0 10 > th dose dependent rect. 14 18
921 35.81 temperature 20.0 30 > th dose independent rect. 8 4
925 35.81 wind 1.0 30 > th dose independent rect. 8 14
979 35.84 temperature 20.0 270 > th dose independent rect. 12 11
982 35.84 wind 9.0 30 < th dose independent rect. 8 14