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Os07g0671800

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

Description : Similar to Stress-related protein-like protein (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 14.7 (0.0181) R2 : 0.721
β1 : 1.38 (0.0663) R2dD : 0.275 R2D : 0.142
β2 : 1.14 (0.0444) R2dC : 0.407 R2C : 0.338
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.578 (0.0387) R2dN8 : 0.183 R2N8 : 0.0553
σ : 0.34
deviance : 52.85
__
_____
C
peak time of C : 14.5
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
35.63 0.28 14.7 1.19 1.04 -1.92 -1.48 1.64 0.48 7.83 0.3671 636 -- --
38.93 0.291 14.7 1.23 0.883 -1.64 -0.908 -- 0.479 8.81 0.434 647 -- --
39.62 0.293 14.7 1.17 1.19 -2.12 -- 0.617 0.458 7.14 0.3695 620 -- --
40.35 0.296 14.7 1.16 1.35 -2.33 -- -- 0.484 6.89 0.3 620 -- --
40.58 0.297 14.7 1.23 -- -0.989 -- 1.03 0.489 -- 0.001769 251 -- --
49.13 0.329 14.7 1.41 1.14 -- -1.02 -- 0.583 14.4 -- -- -- --
52.85 0.34 14.7 1.38 1.14 -- -- -- 0.578 14.5 -- -- -- --
46.02 0.316 14.7 1.26 -- -0.995 -- -- 0.517 -- 5.22e-06 266 -- --
75.98 0.406 14.7 -- 1.36 -2.36 -- -- 0.445 6.6 0.002421 598 -- --
129.85 0.532 14.7 1.33 -- -- -- -- 0.549 -- -- -- -- --
103.11 0.475 14.7 -- 1.12 -- -- -- 0.424 14.5 -- -- -- --
84.67 0.429 14.8 -- -- -1.75 -- -- 0.527 -- 6.104e-06 1769 -- --
176.68 0.62 14.8 -- -- -- -- -- 0.402 -- -- -- -- --

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 35.63 radiation 1.0 720 < th dose dependent rect. 1 19
3 35.75 wind 1.0 270 > th dose independent rect. 14 10
5 35.84 precipitation 0.1 270 < th dose independent rect. 14 10
6 35.84 precipitation 0.1 270 < th dose dependent rect. 14 10
8 36.00 precipitation 0.1 270 < th dose independent rect. 24 14
9 36.00 precipitation 0.1 270 < th dose dependent rect. 24 14
10 36.03 humidity 50.0 270 > th dose independent rect. 9 19
11 36.07 temperature 10.0 270 > th dose independent rect. 14 10
12 36.07 temperature 10.0 270 > th dose independent rect. 24 14
13 36.07 atmosphere 995.0 270 > th dose independent rect. 24 14
14 36.07 atmosphere 1015.0 270 < th dose independent rect. 24 14
27 36.16 wind 9.0 270 < th dose independent rect. 24 14
29 36.28 radiation 1.0 270 < th dose dependent rect. 10 18
31 36.31 wind 9.0 270 < th dose independent rect. 14 10
34 36.35 radiation 1.0 270 < th dose dependent rect. 13 15
40 36.45 radiation 1.0 270 < th dose dependent sin 11 NA
42 36.48 humidity 50.0 270 > th dose independent rect. 8 21
45 36.51 radiation 1.0 270 < th dose dependent rect. 21 23
51 36.62 radiation 1.0 270 < th dose independent rect. 10 18
53 36.62 radiation 40.0 90 < th dose independent rect. 5 20
57 36.68 temperature 10.0 270 > th dose dependent rect. 4 5
58 36.69 radiation 1.0 270 < th dose independent rect. 12 16
61 36.71 temperature 10.0 270 > th dose dependent rect. 5 3
69 36.76 humidity 60.0 270 > th dose independent rect. 4 5
71 36.78 wind 9.0 270 < th dose independent rect. 4 5
72 36.78 temperature 10.0 270 > th dose independent rect. 4 5
75 36.78 atmosphere 995.0 270 > th dose independent rect. 4 5
76 36.78 atmosphere 1015.0 270 < th dose independent rect. 4 5
77 36.78 temperature 10.0 270 > th dose independent rect. 9 19
78 36.83 precipitation 0.1 270 < th dose independent rect. 4 5
79 36.83 precipitation 0.1 270 < th dose dependent rect. 4 5
82 36.89 temperature 30.0 270 < th dose independent rect. 4 5
83 36.90 atmosphere 995.0 270 > th dose independent rect. 14 10
85 36.94 radiation 40.0 270 < th dose independent rect. 14 10
87 36.97 radiation 1.0 720 > th dose independent rect. 13 4
89 37.03 humidity 50.0 270 > th dose independent rect. 24 13
90 37.04 wind 9.0 270 < th dose independent rect. 9 19
91 37.04 temperature 10.0 90 > th dose dependent rect. 5 20
102 37.14 radiation 40.0 270 < th dose independent rect. 4 5
105 37.15 precipitation 0.1 270 < th dose independent rect. 9 19
106 37.15 precipitation 0.1 270 < th dose dependent rect. 9 19
109 37.20 radiation 1.0 270 > th dose independent sin 11 NA
112 37.24 humidity 70.0 270 > th dose independent rect. 5 3
113 37.27 radiation 20.0 270 < th dose independent rect. 5 3
120 37.33 radiation 40.0 270 < th dose dependent rect. 5 3
132 37.35 temperature 10.0 90 > th dose independent rect. 11 18
135 37.36 wind 9.0 270 < th dose independent rect. 5 3
136 37.36 temperature 10.0 270 > th dose independent rect. 5 3
138 37.36 temperature 30.0 270 < th dose independent rect. 5 3
139 37.36 humidity 50.0 270 > th dose independent rect. 5 3
141 37.36 atmosphere 995.0 270 > th dose independent rect. 5 3
142 37.36 atmosphere 1015.0 270 < th dose independent rect. 5 3
144 37.36 temperature 10.0 270 > th dose independent rect. 8 21
148 37.37 radiation 40.0 270 < th dose independent rect. 5 3
149 37.38 precipitation 0.1 270 < th dose independent rect. 5 3
150 37.38 precipitation 0.1 270 < th dose dependent rect. 5 3
152 37.39 radiation 40.0 10 < th dose independent rect. 6 19
160 37.45 radiation 1.0 90 < th dose independent sin 9 NA
173 37.49 radiation 1.0 90 > th dose independent rect. 17 18
174 37.49 radiation 40.0 10 < th dose dependent rect. 6 20
183 37.51 radiation 1.0 90 < th dose dependent rect. 19 23
197 37.60 wind 9.0 90 < th dose independent rect. 11 18
199 37.61 humidity 50.0 270 > th dose dependent rect. 17 11
207 37.65 humidity 50.0 270 > th dose dependent rect. 4 5
215 37.69 radiation 1.0 90 > th dose independent sin 8 NA
222 37.69 precipitation 0.1 90 < th dose independent rect. 11 18
224 37.69 humidity 50.0 270 > th dose dependent rect. 5 3
225 37.69 precipitation 0.1 90 < th dose dependent rect. 11 18
226 37.70 radiation 1.0 270 < th dose independent sin 11 NA
228 37.70 wind 9.0 270 < th dose independent rect. 8 21
233 37.72 wind 9.0 270 < th dose dependent rect. 5 3
241 37.74 precipitation 0.1 270 < th dose independent rect. 8 21
243 37.74 wind 9.0 270 < th dose dependent rect. 4 5
245 37.74 precipitation 0.1 270 < th dose dependent rect. 8 21
257 37.77 radiation 40.0 270 < th dose dependent rect. 4 6
288 37.94 radiation 1.0 90 < th dose independent rect. 19 23
294 37.97 atmosphere 995.0 270 > th dose independent rect. 9 19
295 37.98 radiation 1.0 720 > th dose independent rect. 12 19
297 37.99 radiation 1.0 270 > th dose independent rect. 18 14
300 38.00 radiation 1.0 90 > th dose independent rect. 4 7
310 38.00 radiation 1.0 720 < th dose independent rect. 24 20
320 38.02 temperature 10.0 10 > th dose dependent rect. 6 19
349 38.09 radiation 1.0 720 > th dose independent rect. 12 21
355 38.11 atmosphere 995.0 90 > th dose independent rect. 11 18
368 38.16 radiation 1.0 270 > th dose independent rect. 4 4
403 38.21 temperature 10.0 270 > th dose dependent rect. 14 10
454 38.35 radiation 1.0 720 < th dose dependent rect. 13 23
474 38.42 wind 1.0 270 > th dose independent rect. 24 14
496 38.48 temperature 30.0 90 < th dose independent rect. 11 18
498 38.49 wind 5.0 270 < th dose independent rect. 23 5
500 38.49 radiation 1.0 720 < th dose dependent no NA NA
511 38.52 radiation 1.0 720 < th dose dependent rect. 16 23
555 38.63 radiation 1.0 720 < th dose dependent rect. 15 5
567 38.66 humidity 60.0 270 > th dose independent rect. 17 11
580 38.70 wind 5.0 270 < th dose independent rect. 24 3
593 38.72 wind 1.0 90 > th dose independent rect. 5 6
598 38.74 radiation 1.0 90 < th dose dependent rect. 1 16
600 38.75 atmosphere 995.0 270 > th dose independent rect. 8 21
607 38.77 precipitation 0.1 270 < th dose independent rect. 4 19
610 38.77 precipitation 0.1 270 < th dose dependent rect. 4 19
632 38.82 radiation 30.0 14400 < th dose independent rect. 17 9
637 38.83 humidity 50.0 90 > th dose dependent rect. 12 17
712 38.93 precipitation 0.1 270 < th dose independent rect. 23 5
714 38.93 precipitation 0.1 270 < th dose dependent rect. 23 5
717 38.94 wind 1.0 270 > th dose independent rect. 9 19
725 38.97 temperature 10.0 270 > th dose independent rect. 23 5
726 38.97 temperature 30.0 270 < th dose independent rect. 23 5
727 38.97 humidity 50.0 270 > th dose independent rect. 23 5
730 38.97 atmosphere 995.0 270 > th dose independent rect. 23 5
731 38.97 radiation 1.0 270 < th dose independent rect. 23 5
746 38.97 temperature 10.0 270 > th dose independent rect. 4 19
749 38.97 radiation 1.0 270 < th dose dependent rect. 23 5
758 38.98 radiation 1.0 720 < th dose dependent rect. 8 13
780 39.02 atmosphere 1015.0 90 < th dose independent rect. 11 18
825 39.07 wind 9.0 270 < th dose dependent rect. 23 5
847 39.11 wind 9.0 270 < th dose independent rect. 4 19
856 39.12 atmosphere 1015.0 270 < th dose independent rect. 9 19
861 39.13 wind 1.0 270 > th dose independent rect. 5 3
881 39.15 atmosphere 995.0 270 > th dose independent rect. 4 13
890 39.16 precipitation 0.1 270 < th dose independent rect. 24 3
892 39.16 precipitation 0.1 270 < th dose dependent rect. 24 3
910 39.19 temperature 10.0 270 > th dose independent rect. 24 3
912 39.19 temperature 30.0 270 < th dose independent rect. 24 3
913 39.19 humidity 50.0 270 > th dose independent rect. 24 3
916 39.19 atmosphere 995.0 270 > th dose independent rect. 24 3
917 39.19 atmosphere 1015.0 270 < th dose independent rect. 24 3
918 39.19 radiation 1.0 270 < th dose independent rect. 24 3
934 39.19 temperature 10.0 270 > th dose independent rect. 3 21
936 39.19 radiation 1.0 270 < th dose dependent rect. 24 3
957 39.22 atmosphere 1015.0 270 < th dose independent rect. 23 5
960 39.22 precipitation 0.1 270 < th dose independent rect. 3 21
968 39.22 precipitation 0.1 270 < th dose dependent rect. 3 21
972 39.23 wind 9.0 270 < th dose independent rect. 17 11
973 39.23 precipitation 0.1 270 < th dose independent rect. 4 13
980 39.23 precipitation 0.1 270 < th dose dependent rect. 4 13