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Os10g0177200

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

Description : EF-Hand type domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.85 (0.0165) R2 : 0.479
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.787 (0.0432) R2dC : 0.382 R2C : 0.339
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.336 (0.0347) R2dN8 : 0.139 R2N8 : 0.0965
σ : 0.311
deviance : 44.1
__
_____
C
peak time of C : 6.23
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 independent, 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
37.21 0.287 9.84 0.0758 0.855 0.436 -0.272 -0.26 -0.318 7.81 19.92 37 -- --
37.48 0.285 9.84 0.0847 0.855 0.434 -0.126 -- -0.316 7.82 19.92 37 -- --
37.39 0.285 9.84 0.0787 0.854 0.433 -- -0.179 -0.323 7.82 19.96 37 -- --
37.52 0.285 9.84 0.083 0.854 0.438 -- -- -0.317 7.83 19.95 37 -- --
53.46 0.341 9.8 -0.148 -- 0.65 -- -0.359 -0.347 -- 7.27 782 -- --
43.82 0.31 9.84 0.0786 0.787 -- -0.227 -- -0.329 6.23 -- -- -- --
43.95 0.31 9.84 0.0762 0.786 -- -- -- -0.328 6.24 -- -- -- --
46.98 0.319 9.85 0.113 -- 0.963 -- -- -0.277 -- 3.01 768 -- --
37.7 0.286 9.84 -- 0.855 0.438 -- -- -0.325 7.81 19.96 37 -- --
75.99 0.407 9.86 0.0976 -- -- -- -- -0.311 -- -- -- -- --
44.1 0.311 9.85 -- 0.787 -- -- -- -0.336 6.23 -- -- -- --
47.33 0.32 9.85 -- -- 0.971 -- -- -0.279 -- 3.01 758 -- --
76.24 0.408 9.86 -- -- -- -- -- -0.322 -- -- -- -- --

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 30.74 temperature 10.0 270 > th dose dependent rect. 1 6
5 31.05 radiation 20.0 90 < th dose independent rect. 3 6
9 31.34 temperature 10.0 270 > th dose dependent rect. 2 16
11 31.46 wind 7.0 90 < th dose dependent rect. 3 6
17 31.68 humidity 70.0 90 > th dose independent rect. 3 6
19 31.72 wind 3.0 90 < th dose independent rect. 3 6
23 31.85 precipitation 0.1 270 < th dose independent rect. 1 6
24 31.85 precipitation 0.1 270 < th dose dependent rect. 1 6
26 31.93 radiation 10.0 270 < th dose independent rect. 1 6
27 31.95 radiation 40.0 90 < th dose dependent rect. 3 6
28 31.97 humidity 50.0 90 > th dose dependent rect. 3 6
30 31.99 precipitation 0.1 270 < th dose independent rect. 2 15
31 31.99 precipitation 0.1 270 < th dose dependent rect. 2 15
34 32.04 precipitation 0.1 270 < th dose independent rect. 3 2
35 32.04 precipitation 0.1 270 < th dose dependent rect. 3 2
40 32.09 humidity 70.0 270 > th dose independent rect. 1 6
41 32.12 precipitation 0.1 90 < th dose independent rect. 3 6
42 32.12 precipitation 0.1 90 < th dose dependent rect. 3 6
43 32.13 wind 5.0 270 < th dose independent rect. 1 6
49 32.18 humidity 50.0 270 > th dose independent rect. 17 9
50 32.18 wind 9.0 270 < th dose dependent rect. 1 6
51 32.19 radiation 10.0 270 < th dose independent rect. 2 4
53 32.23 precipitation 0.1 270 < th dose independent rect. 2 4
54 32.23 precipitation 0.1 270 < th dose dependent rect. 2 4
56 32.27 radiation 10.0 270 < th dose independent rect. 17 9
58 32.28 temperature 10.0 270 > th dose independent rect. 1 6
60 32.28 temperature 30.0 270 < th dose independent rect. 1 6
61 32.28 humidity 50.0 270 > th dose independent rect. 1 6
63 32.28 atmosphere 995.0 270 > th dose independent rect. 1 6
64 32.28 atmosphere 1015.0 270 < th dose independent rect. 1 6
66 32.28 temperature 10.0 270 > th dose independent rect. 7 18
67 32.30 radiation 40.0 270 < th dose dependent rect. 1 6
68 32.32 radiation 20.0 270 < th dose dependent rect. 17 9
79 32.36 precipitation 0.1 270 < th dose independent rect. 7 18
81 32.36 precipitation 0.1 270 < th dose dependent rect. 7 18
82 32.37 humidity 50.0 270 > th dose dependent rect. 1 6
85 32.38 precipitation 0.1 270 < th dose independent rect. 17 9
87 32.38 precipitation 0.1 270 < th dose dependent rect. 17 9
88 32.40 wind 9.0 270 < th dose independent rect. 2 15
95 32.44 temperature 10.0 90 > th dose independent rect. 3 6
98 32.44 atmosphere 995.0 90 > th dose independent rect. 3 6
99 32.44 atmosphere 1015.0 90 < th dose independent rect. 3 6
100 32.44 temperature 10.0 90 > th dose independent rect. 9 18
101 32.44 temperature 10.0 10 > th dose dependent rect. 3 6
102 32.45 temperature 30.0 90 < th dose independent rect. 18 9
103 32.46 wind 9.0 270 < th dose independent rect. 17 9
107 32.47 radiation 20.0 90 < th dose independent rect. 3 15
108 32.48 wind 9.0 270 < th dose independent rect. 7 18
114 32.51 atmosphere 1010.0 270 < th dose independent rect. 2 4
118 32.53 wind 5.0 270 < th dose independent rect. 2 4
119 32.54 wind 5.0 270 < th dose independent rect. 3 2
120 32.54 temperature 10.0 270 > th dose independent rect. 17 9
124 32.54 temperature 10.0 270 > th dose independent rect. 2 15
125 32.54 atmosphere 1015.0 270 < th dose independent rect. 2 15
127 32.55 radiation 20.0 10 < th dose independent rect. 4 5
130 32.57 temperature 30.0 90 < th dose independent rect. 3 6
131 32.57 temperature 15.0 270 > th dose independent rect. 13 17
132 32.57 wind 9.0 90 < th dose dependent rect. 19 8
135 32.58 radiation 10.0 270 < th dose dependent rect. 2 4
138 32.59 wind 5.0 90 < th dose independent rect. 19 8
140 32.60 precipitation 0.1 90 < th dose independent rect. 19 8
141 32.60 precipitation 0.1 90 < th dose dependent rect. 19 8
142 32.62 radiation 1.0 270 < th dose independent rect. 3 2
144 32.62 radiation 10.0 270 < th dose dependent rect. 3 2
155 32.65 temperature 10.0 270 > th dose independent rect. 3 2
157 32.65 temperature 30.0 270 < th dose independent rect. 3 2
158 32.65 humidity 50.0 270 > th dose independent rect. 3 2
161 32.65 atmosphere 995.0 270 > th dose independent rect. 3 2
162 32.65 atmosphere 1010.0 270 < th dose independent rect. 3 2
168 32.65 temperature 10.0 270 > th dose independent rect. 5 22
171 32.66 radiation 40.0 90 < th dose dependent rect. 3 15
175 32.68 temperature 10.0 270 > th dose independent rect. 2 4
177 32.68 temperature 30.0 270 < th dose independent rect. 2 4
178 32.68 humidity 50.0 270 > th dose independent rect. 2 4
181 32.68 atmosphere 995.0 270 > th dose independent rect. 2 4
188 32.68 temperature 10.0 270 > th dose independent rect. 6 20
190 32.69 atmosphere 995.0 270 > th dose independent rect. 17 9
194 32.70 temperature 10.0 270 > th dose independent rect. 6 7
195 32.70 atmosphere 995.0 270 > th dose independent rect. 6 7
196 32.70 atmosphere 1015.0 270 < th dose independent rect. 6 7
198 32.70 precipitation 0.1 270 < th dose independent rect. 13 17
199 32.70 wind 9.0 90 < th dose independent rect. 9 18
201 32.70 precipitation 0.1 270 < th dose dependent rect. 13 17
203 32.71 precipitation 0.1 270 < th dose independent rect. 6 7
204 32.71 humidity 50.0 270 > th dose dependent rect. 3 2
207 32.71 precipitation 0.1 270 < th dose dependent rect. 6 7
208 32.72 humidity 50.0 270 > th dose dependent rect. 2 4
216 32.75 wind 9.0 270 < th dose dependent rect. 3 2
220 32.76 wind 9.0 270 < th dose independent rect. 13 17
222 32.76 wind 9.0 90 < th dose dependent rect. 3 15
227 32.78 precipitation 0.1 270 < th dose independent rect. 6 20
229 32.78 precipitation 0.1 270 < th dose dependent rect. 6 20
237 32.80 radiation 40.0 90 < th dose dependent rect. 3 8
267 32.89 wind 9.0 270 < th dose independent rect. 6 7
268 32.89 temperature 10.0 90 > th dose independent rect. 19 8
272 32.89 atmosphere 995.0 90 > th dose independent rect. 19 8
273 32.89 radiation 1.0 90 < th dose independent rect. 19 8
294 32.92 wind 9.0 270 < th dose independent rect. 6 20
300 32.93 precipitation 0.1 90 < th dose independent rect. 9 18
305 32.93 precipitation 0.1 90 < th dose dependent rect. 9 18
310 32.94 atmosphere 995.0 270 > th dose independent rect. 2 15
315 32.95 humidity 50.0 90 > th dose dependent rect. 3 8
347 33.01 humidity 50.0 90 > th dose dependent rect. 18 9
360 33.05 wind 5.0 90 < th dose dependent rect. 3 8
370 33.08 radiation 40.0 90 < th dose independent rect. 3 16
373 33.10 humidity 50.0 270 > th dose independent rect. 7 18
375 33.10 precipitation 0.1 270 < th dose independent rect. 5 22
378 33.10 precipitation 0.1 270 < th dose dependent rect. 5 22
395 33.12 wind 9.0 270 < th dose independent rect. 5 22
413 33.16 wind 1.0 270 > th dose independent rect. 7 18
419 33.17 temperature 10.0 30 > th dose dependent rect. 4 18
426 33.19 radiation 40.0 270 < th dose independent rect. 13 17
428 33.19 radiation 40.0 10 < th dose dependent rect. 4 5
448 33.25 humidity 50.0 270 > th dose independent rect. 6 20
460 33.27 precipitation 0.1 10 < th dose independent rect. 3 6
463 33.27 precipitation 0.1 10 < th dose dependent rect. 3 6
468 33.28 atmosphere 995.0 270 > th dose independent rect. 7 18
471 33.29 radiation 20.0 10 < th dose independent rect. 14 19
501 33.33 wind 1.0 270 > th dose independent rect. 18 8
508 33.33 atmosphere 995.0 270 > th dose independent rect. 13 17
513 33.33 radiation 40.0 10 < th dose dependent rect. 14 19
515 33.34 temperature 30.0 90 < th dose independent rect. 9 18
549 33.39 radiation 30.0 90 < th dose independent rect. 15 16
610 33.50 wind 3.0 90 < th dose independent rect. 3 8
637 33.54 wind 1.0 90 > th dose independent rect. 9 18
638 33.54 atmosphere 995.0 90 > th dose independent rect. 9 18
700 33.63 radiation 20.0 30 < th dose independent rect. 4 18
755 33.71 temperature 15.0 270 > th dose independent rect. 12 9
756 33.71 precipitation 0.1 10 < th dose independent rect. 9 18
759 33.71 temperature 30.0 90 < th dose independent rect. 7 20
760 33.71 precipitation 0.1 10 < th dose dependent rect. 9 18
769 33.73 wind 1.0 270 > th dose independent rect. 6 7
779 33.74 atmosphere 995.0 270 > th dose independent rect. 6 20
788 33.75 atmosphere 1015.0 270 < th dose independent rect. 7 18
811 33.78 humidity 50.0 270 > th dose independent rect. 6 7
816 33.78 temperature 30.0 270 < th dose independent rect. 7 18
867 33.84 temperature 30.0 270 < th dose independent rect. 6 7
871 33.84 humidity 50.0 270 > th dose independent rect. 5 22
880 33.85 radiation 1.0 90 < th dose dependent rect. 7 20
896 33.89 radiation 1.0 270 > th dose independent rect. 6 7
927 33.92 atmosphere 995.0 30 > th dose dependent rect. 9 19
972 33.98 atmosphere 995.0 90 > th dose independent rect. 15 16