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Os09g0509500

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

Description : Esterase/lipase/thioesterase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.83 (0.0265) R2 : 0.789
β1 : 2.84 (0.097) R2dD : 0.411 R2D : 0.363
β2 : 1.92 (0.0661) R2dC : 0.392 R2C : 0.378
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.49 (0.0566) R2dN8 : 0.0466 R2N8 : -0.0149
σ : 0.498
deviance : 113.25
__
_____
C
peak time of C : 20.8
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 = humidity, 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
99.49 0.469 8.81 2.72 1.76 0.855 -0.96 0.265 0.548 21.2 67.99 377 -- --
99.52 0.465 8.81 2.71 1.76 0.883 -0.95 -- 0.55 21.2 67.75 377 -- --
102.71 0.472 8.81 2.76 1.77 0.821 -- 0.249 0.545 21.2 68.39 369 -- --
102.73 0.472 8.81 2.75 1.76 0.842 -- -- 0.545 21.2 68.4 377 -- --
202.07 0.662 8.78 2.64 -- 2.1 -- -1.3 0.477 -- 90 678 -- --
111.39 0.495 8.83 2.81 1.91 -- -0.744 -- 0.49 20.8 -- -- -- --
113.25 0.498 8.83 2.84 1.92 -- -- -- 0.49 20.8 -- -- -- --
204.3 0.666 8.78 2.72 -- 2.06 -- -- 0.465 -- 91.96 680 -- --
259.86 0.751 8.88 -- 1.74 1.92 -- -- 0.327 20.8 52 4376 -- --
322.01 0.838 8.78 2.83 -- -- -- -- 0.476 -- -- -- -- --
325.34 0.844 8.9 -- 1.91 -- -- -- 0.174 20.9 -- -- -- --
390.37 0.92 8.83 -- -- 2.31 -- -- 0.301 -- 83 716 -- --
533.99 1.08 8.85 -- -- -- -- -- 0.161 -- -- -- -- --

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 85.08 humidity 50.0 270 > th dose independent rect. 7 16
5 87.29 humidity 50.0 270 > th dose independent rect. 18 18
6 87.39 wind 7.0 270 < th dose independent rect. 12 6
8 87.67 atmosphere 1015.0 270 < th dose independent rect. 18 18
9 87.68 humidity 60.0 270 > th dose independent rect. 17 8
15 88.03 precipitation 0.1 270 < th dose independent rect. 18 18
16 88.03 precipitation 0.1 270 < th dose dependent rect. 18 18
18 88.10 temperature 10.0 270 > th dose dependent rect. 18 7
19 88.13 precipitation 0.1 270 < th dose independent rect. 12 6
20 88.13 precipitation 0.1 270 < th dose dependent rect. 12 6
21 88.21 wind 9.0 270 < th dose independent rect. 18 18
22 88.29 wind 1.0 270 > th dose independent rect. 12 6
23 88.34 temperature 10.0 270 > th dose independent rect. 12 6
25 88.34 atmosphere 1015.0 270 < th dose independent rect. 12 6
26 88.34 temperature 10.0 270 > th dose independent rect. 18 18
28 88.37 temperature 10.0 90 > th dose dependent rect. 20 16
30 88.41 temperature 10.0 270 > th dose dependent rect. 12 6
32 88.51 atmosphere 995.0 270 > th dose independent rect. 18 18
40 88.85 atmosphere 1015.0 270 < th dose independent rect. 7 16
41 88.87 atmosphere 995.0 270 > th dose independent rect. 12 6
42 88.90 temperature 20.0 270 > th dose independent rect. 6 6
43 88.91 temperature 30.0 270 < th dose independent rect. 17 8
44 88.96 radiation 40.0 270 < th dose independent rect. 18 18
47 89.04 temperature 10.0 270 > th dose dependent rect. 18 18
50 89.18 radiation 10.0 270 < th dose dependent rect. 17 8
61 89.37 radiation 10.0 270 < th dose independent rect. 17 8
63 89.41 temperature 30.0 270 < th dose independent rect. 18 18
79 89.64 humidity 50.0 270 > th dose independent rect. 6 6
85 89.72 humidity 50.0 270 > th dose independent rect. 16 21
97 89.89 radiation 1.0 270 > th dose independent rect. 6 6
101 89.94 atmosphere 1015.0 270 < th dose independent rect. 18 7
102 89.96 radiation 1.0 270 > th dose independent rect. 4 8
120 90.04 temperature 15.0 270 > th dose independent rect. 23 8
134 90.15 wind 1.0 270 > th dose independent rect. 18 18
139 90.19 wind 9.0 270 < th dose dependent rect. 12 6
144 90.21 wind 9.0 270 < th dose independent rect. 23 8
146 90.21 temperature 30.0 270 < th dose independent rect. 23 8
147 90.21 humidity 50.0 270 > th dose independent rect. 23 8
149 90.21 atmosphere 995.0 270 > th dose independent rect. 23 8
150 90.21 radiation 30.0 270 < th dose independent rect. 23 8
152 90.21 temperature 10.0 270 > th dose independent rect. 7 16
159 90.25 radiation 40.0 270 < th dose dependent rect. 23 8
160 90.26 wind 9.0 270 < th dose independent rect. 12 18
177 90.40 wind 9.0 270 < th dose independent rect. 1 16
187 90.43 temperature 30.0 270 < th dose independent rect. 7 16
188 90.43 temperature 20.0 270 > th dose independent rect. 18 18
190 90.45 wind 9.0 270 < th dose independent rect. 6 6
191 90.45 precipitation 0.1 270 < th dose independent rect. 6 6
192 90.45 precipitation 0.1 270 < th dose dependent rect. 6 6
197 90.49 precipitation 0.1 270 < th dose independent rect. 23 8
199 90.49 precipitation 0.1 270 < th dose dependent rect. 23 8
207 90.53 atmosphere 995.0 270 > th dose independent rect. 6 6
208 90.53 atmosphere 1015.0 270 < th dose independent rect. 6 6
210 90.53 temperature 10.0 270 > th dose independent rect. 12 18
213 90.56 temperature 10.0 270 > th dose independent rect. 17 8
218 90.56 temperature 10.0 270 > th dose independent rect. 1 16
219 90.56 atmosphere 1015.0 270 < th dose independent rect. 1 16
220 90.58 wind 9.0 270 < th dose independent rect. 17 8
221 90.62 precipitation 0.1 270 < th dose independent rect. 7 16
222 90.62 precipitation 0.1 270 < th dose dependent rect. 7 16
225 90.64 temperature 20.0 90 > th dose independent rect. 20 16
229 90.74 precipitation 0.1 270 < th dose independent rect. 17 8
233 90.74 precipitation 0.1 270 < th dose dependent rect. 17 8
251 90.90 precipitation 0.1 270 < th dose independent rect. 1 16
252 90.90 precipitation 0.1 270 < th dose independent rect. 12 18
253 90.90 precipitation 0.1 270 < th dose dependent rect. 1 16
254 90.90 precipitation 0.1 270 < th dose dependent rect. 12 18
274 90.98 wind 9.0 270 < th dose independent rect. 7 16
301 91.05 wind 1.0 270 > th dose independent rect. 18 7
307 91.10 wind 1.0 270 > th dose independent rect. 6 6
313 91.11 atmosphere 995.0 270 > th dose independent rect. 1 16
317 91.13 atmosphere 995.0 270 > th dose independent rect. 12 18
324 91.14 temperature 30.0 270 < th dose dependent rect. 23 8
367 91.27 atmosphere 995.0 270 > th dose independent rect. 18 7
385 91.30 temperature 10.0 1440 > th dose independent rect. 13 9
388 91.30 temperature 10.0 1440 > th dose independent rect. 22 15
391 91.30 atmosphere 995.0 1440 > th dose independent rect. 22 15
421 91.43 temperature 30.0 270 < th dose independent rect. 18 5
424 91.43 wind 1.0 270 > th dose independent rect. 7 16
425 91.43 wind 9.0 270 < th dose dependent rect. 23 8
451 91.53 radiation 1.0 270 > th dose independent rect. 12 7
570 91.86 atmosphere 1015.0 270 < th dose independent rect. 23 8
576 91.88 wind 1.0 10 > th dose independent rect. 12 8
648 92.13 humidity 90.0 270 < th dose independent rect. 12 6
669 92.17 atmosphere 995.0 270 > th dose dependent rect. 12 6
670 92.18 humidity 50.0 270 > th dose dependent rect. 23 8
697 92.29 radiation 40.0 270 < th dose independent rect. 6 6
734 92.40 humidity 50.0 270 > th dose dependent rect. 17 8
797 92.60 temperature 20.0 30 > th dose independent rect. 8 4
807 92.63 atmosphere 1010.0 30 < th dose independent rect. 1 7
825 92.68 temperature 30.0 270 < th dose independent rect. 6 6
852 92.76 atmosphere 995.0 270 > th dose independent rect. 7 16
869 92.79 radiation 40.0 270 < th dose independent rect. 7 17
882 92.82 humidity 50.0 270 > th dose dependent rect. 7 16
891 92.86 radiation 1.0 270 < th dose dependent sin 5 NA
894 92.88 temperature 20.0 270 > th dose independent rect. 18 6
905 92.93 humidity 50.0 270 > th dose dependent rect. 18 5
997 93.17 radiation 40.0 270 < th dose dependent rect. 7 17