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Os09g0462300

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 : 6.67 (0.0239) R2 : 0.619
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.745 (0.0758) R2dC : 0.125 R2C : 0.344
β3 : 2 (0.139) R2dE : 0.27 R2E : 0.487
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.104 (0.0503) R2dN8 : 0.0047 R2N8 : 0.00459
σ : 0.448
deviance : 92.68
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C
peak time of C : 3.94
E
wheather : atmosphere
threshold : 1021
memory length : 211
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 3.02
open length of G : 2.33

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = atmosphere, response mode = < th, dose dependency = dose dependent, type of G = rect.)

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
91.97 0.451 6.67 0.0128 0.737 2.16 -0.324 -0.622 0.108 3.87 1018 220 3.02 2.22
92.03 0.447 6.67 0.0303 0.742 2.06 -0.473 -- 0.104 3.88 1020 213 3.03 2.33
92.18 0.447 6.67 0.0193 0.739 2.13 -- -0.633 0.109 3.86 1019 212 3.03 2.32
92.65 0.448 6.67 0.0391 0.741 2.03 -- -- 0.113 3.92 1020 211 3.03 2.35
108.9 0.486 6.68 -0.0575 -- 2.59 -- -0.535 0.0857 -- 1022 250 2.5 2.6
128.12 0.531 6.66 0.0829 1.46 -- -0.173 -- 0.0966 4.81 -- -- -- --
128.19 0.53 6.66 0.0836 1.46 -- -- -- 0.0975 4.82 -- -- -- --
108.86 0.486 6.69 0.0315 -- 2.39 -- -- 0.0814 -- 1027 247 2.44 2.85
92.68 0.448 6.67 -- 0.745 2 -- -- 0.104 3.94 1021 211 3.02 2.33
241.29 0.726 6.67 0.138 -- -- -- -- 0.135 -- -- -- -- --
128.38 0.53 6.66 -- 1.46 -- -- -- 0.0882 4.82 -- -- -- --
108.67 0.486 6.69 -- -- 2.23 -- -- 0.0668 -- 1033 253 2.15 3.2
241.79 0.726 6.68 -- -- -- -- -- 0.12 -- -- -- -- --

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 93.80 wind 7.0 270 < th dose independent rect. 16 10
2 94.40 temperature 15.0 270 > th dose independent rect. 2 14
3 94.50 atmosphere 1015.0 270 < th dose dependent rect. 3 2
5 95.26 wind 9.0 270 < th dose independent rect. 5 22
6 95.36 humidity 50.0 270 > th dose dependent rect. 1 5
7 95.38 atmosphere 1015.0 270 < th dose dependent rect. 1 5
10 95.64 wind 9.0 270 < th dose independent rect. 6 19
13 95.77 humidity 50.0 270 > th dose dependent rect. 3 2
22 96.18 radiation 10.0 270 < th dose dependent rect. 2 4
23 96.25 humidity 80.0 270 > th dose independent rect. 1 5
24 96.28 wind 9.0 270 < th dose independent rect. 3 2
25 96.28 temperature 10.0 270 > th dose independent rect. 3 2
27 96.28 temperature 30.0 270 < th dose independent rect. 3 2
28 96.28 humidity 50.0 270 > th dose independent rect. 3 2
31 96.28 atmosphere 995.0 270 > th dose independent rect. 3 2
32 96.28 atmosphere 1010.0 270 < th dose independent rect. 3 2
34 96.28 radiation 20.0 270 < th dose independent rect. 3 2
37 96.28 temperature 10.0 270 > th dose independent rect. 5 22
38 96.28 radiation 30.0 270 < th dose dependent rect. 3 2
41 96.29 radiation 1.0 270 < th dose independent rect. 3 2
43 96.29 radiation 10.0 270 < th dose dependent rect. 3 2
46 96.31 radiation 1.0 270 < th dose independent rect. 2 4
47 96.31 precipitation 0.1 270 < th dose independent rect. 1 5
48 96.31 precipitation 0.1 270 < th dose dependent rect. 1 5
49 96.34 temperature 10.0 270 > th dose independent rect. 1 5
51 96.34 temperature 30.0 270 < th dose independent rect. 1 5
52 96.34 humidity 50.0 270 > th dose independent rect. 1 5
55 96.34 atmosphere 995.0 270 > th dose independent rect. 1 5
56 96.34 atmosphere 1015.0 270 < th dose independent rect. 1 5
57 96.34 radiation 20.0 270 < th dose independent rect. 1 5
60 96.34 temperature 10.0 270 > th dose independent rect. 6 19
63 96.36 precipitation 0.1 270 < th dose independent rect. 3 2
64 96.36 wind 9.0 270 < th dose independent rect. 1 5
66 96.36 precipitation 0.1 270 < th dose dependent rect. 3 2
90 96.52 precipitation 0.1 270 < th dose independent rect. 6 19
91 96.52 precipitation 0.1 270 < th dose dependent rect. 6 19
107 97.31 wind 9.0 270 < th dose dependent rect. 3 2
110 97.45 precipitation 0.1 270 < th dose independent rect. 5 22
112 97.45 precipitation 0.1 270 < th dose dependent rect. 5 22
152 97.98 wind 9.0 270 < th dose dependent rect. 2 4
160 98.12 temperature 10.0 270 > th dose independent rect. 6 6
161 98.12 atmosphere 995.0 270 > th dose independent rect. 6 6
162 98.12 atmosphere 1015.0 270 < th dose independent rect. 6 6
163 98.12 temperature 10.0 270 > th dose independent rect. 12 18
173 98.34 temperature 10.0 270 > th dose dependent rect. 3 2
175 98.38 precipitation 0.1 270 < th dose independent rect. 6 6
177 98.38 precipitation 0.1 270 < th dose dependent rect. 6 6
186 98.57 temperature 10.0 270 > th dose dependent rect. 2 4
187 98.58 atmosphere 995.0 270 > th dose independent rect. 12 18
199 98.80 wind 9.0 270 < th dose independent rect. 6 6
216 98.97 wind 1.0 270 > th dose independent rect. 6 19
233 99.14 radiation 40.0 270 < th dose independent rect. 12 18
235 99.18 temperature 30.0 270 < th dose independent rect. 6 6
239 99.22 humidity 50.0 270 > th dose independent rect. 6 6
240 99.23 precipitation 0.1 270 < th dose independent rect. 12 18
242 99.23 precipitation 0.1 270 < th dose dependent rect. 12 18
260 99.35 wind 9.0 270 < th dose dependent rect. 16 9
297 99.54 precipitation 0.1 270 < th dose independent rect. 16 10
299 99.54 precipitation 0.1 270 < th dose dependent rect. 16 10
305 99.60 wind 1.0 270 > th dose independent rect. 6 6
332 99.80 precipitation 0.1 270 < th dose independent rect. 2 14
333 99.80 precipitation 0.1 270 < th dose dependent rect. 2 14
344 99.91 wind 9.0 270 < th dose independent rect. 12 18
345 99.91 atmosphere 995.0 270 > th dose independent rect. 6 19
374 100.06 temperature 10.0 270 > th dose independent rect. 16 10
375 100.06 radiation 40.0 270 < th dose independent rect. 16 10
377 100.06 atmosphere 1015.0 270 < th dose independent rect. 2 14
403 100.26 wind 9.0 90 < th dose dependent rect. 18 9
415 100.36 wind 9.0 270 < th dose independent rect. 2 14
416 100.37 radiation 1.0 270 < th dose dependent rect. 2 14
418 100.40 radiation 40.0 270 < th dose dependent rect. 16 10
441 100.64 atmosphere 995.0 90 > th dose independent rect. 6 22
443 100.65 atmosphere 1015.0 270 < th dose independent rect. 6 19
489 101.00 radiation 1.0 270 < th dose independent rect. 2 13
524 101.19 atmosphere 995.0 270 > th dose independent rect. 2 14
553 101.26 wind 1.0 90 > th dose independent rect. 6 22
579 101.44 atmosphere 1010.0 270 < th dose independent rect. 11 10
589 101.50 humidity 50.0 270 > th dose independent rect. 17 9
592 101.51 atmosphere 1015.0 270 < th dose independent rect. 12 18
602 101.55 temperature 30.0 30 < th dose dependent rect. 4 3
620 101.68 radiation 10.0 90 < th dose dependent rect. 4 13
698 102.11 wind 1.0 270 > th dose independent rect. 1 5
705 102.14 humidity 50.0 270 > th dose independent rect. 6 19
716 102.18 atmosphere 995.0 270 > th dose independent rect. 17 9
725 102.22 humidity 50.0 270 > th dose independent rect. 13 17
804 102.36 wind 1.0 270 > th dose independent rect. 2 3
821 102.42 radiation 1.0 90 < th dose dependent rect. 17 10
849 102.56 temperature 15.0 270 > th dose independent rect. 11 10
931 102.96 radiation 40.0 1440 < th dose dependent rect. 19 10
981 103.03 radiation 1.0 90 < th dose independent rect. 4 11