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Os06g0306600

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 : 10.6 (0.0393) R2 : 0.701
β1 : -1.07 (0.174) R2dD : 0.0469 R2D : -0.109
β2 : 2.16 (0.0889) R2dC : 0.402 R2C : 0.431
β3 : -2.44 (0.151) R2dE : 0.228 R2E : 0.229
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 3.19 (0.478) R2dD*E : 0.0501 R2D*E : 0.0574
γ1 : -0.473 (0.0866) R2dN8 : 0.0299 R2N8 : -0.0528
σ : 0.68
deviance : 212.99
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C
peak time of C : 21.7
E
wheather : temperature
threshold : 19.44
memory length : 1731
response mode : < th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 0.15
open length of G : 9.48

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = < th, dose dependency = dose independent, 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
211.41 0.683 10.6 -1.04 2.18 -2.54 0.956 2.99 -0.442 21.7 19.5 1750 0.0151 10.8
228.94 0.705 10.5 -0.362 2.18 -2.77 0.777 -- -0.288 21.7 19.35 1756 0.75 9.9
212.99 0.68 10.6 -1.07 2.16 -2.44 -- 3.19 -0.473 21.7 19.44 1731 0.15 9.48
230.45 0.707 10.5 -0.442 2.17 -2.89 -- -- -0.293 21.7 19.32 1750 0.783 10.3
460.74 1 10.5 -1.24 -- -3.08 -- 2.91 -0.534 -- 19.47 2024 0.0167 9.1
382.24 0.917 10.4 0.509 2.32 -- 0.532 -- 0.249 21.7 -- -- -- --
383.3 0.917 10.4 0.489 2.32 -- -- -- 0.248 21.7 -- -- -- --
358.93 0.882 10.4 0.169 -- -2.64 -- -- -0.079 -- 25.65 618 0.0161 10.8
234.71 0.714 10.5 -- 2.18 -2.72 -- -- -0.216 21.7 19.4 1737 1.06 9.47
702.48 1.24 10.3 0.509 -- -- -- -- 0.244 -- -- -- -- --
389.61 0.923 10.4 -- 2.32 -- -- -- 0.194 21.7 -- -- -- --
360.02 0.884 10.4 -- -- -2.67 -- -- -0.0844 -- 25.6 622 0.0161 10.7
709.32 1.24 10.3 -- -- -- -- -- 0.188 -- -- -- -- --

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
1 232.26 temperature 20 1440 < th dose independent rect. 1 11
2 232.35 temperature 20 1440 > th dose independent rect. 2 10
5 232.95 temperature 20 4320 < th dose independent rect. 17 7
10 233.26 temperature 20 1440 < th dose independent rect. 22 14
21 233.92 temperature 20 4320 > th dose independent rect. 17 7
23 234.08 temperature 20 720 < th dose independent rect. 18 16
30 234.35 temperature 20 4320 < th dose independent rect. 13 12
33 234.42 temperature 20 4320 > th dose independent rect. 15 10
43 234.57 temperature 20 4320 > th dose independent rect. 13 12
52 234.77 temperature 20 4320 < th dose independent sin 17 NA
68 235.06 temperature 20 4320 > th dose independent sin 17 NA
76 235.17 temperature 20 270 < th dose independent rect. 22 18
91 235.47 temperature 20 1440 > th dose independent sin 6 NA
92 235.49 temperature 20 1440 < th dose independent sin 6 NA
106 235.68 temperature 20 4320 > th dose independent rect. 9 19
107 235.69 temperature 20 4320 < th dose independent rect. 9 19
144 236.20 temperature 20 270 < th dose independent sin 7 NA
153 236.31 temperature 20 720 > th dose independent rect. 17 19
161 236.43 temperature 20 1440 > th dose independent rect. 5 2
166 236.52 temperature 20 720 < th dose independent sin 11 NA
199 237.14 temperature 20 1440 < th dose independent rect. 5 2
218 237.38 temperature 20 1440 < th dose independent rect. 3 5
240 237.72 temperature 25 4320 < th dose dependent rect. 10 15
291 238.23 wind 3 43200 < th dose independent rect. 10 3
324 238.39 humidity 60 43200 < th dose independent rect. 8 1
327 238.42 temperature 25 4320 < th dose dependent sin 18 NA
342 238.52 temperature 20 4320 < th dose independent rect. 1 23
346 238.59 wind 3 43200 < th dose dependent rect. 10 2
347 238.60 temperature 20 4320 < th dose independent rect. 17 23
352 238.64 temperature 20 4320 < th dose independent rect. 12 23
355 238.66 temperature 20 4320 < th dose independent no NA NA
362 238.69 temperature 20 4320 < th dose independent rect. 15 23
369 238.75 temperature 20 4320 > th dose independent rect. 1 23
390 238.84 temperature 20 4320 < th dose independent rect. 21 23
395 238.90 temperature 20 4320 > th dose independent no NA NA
399 238.92 temperature 20 4320 > th dose independent rect. 21 23
401 238.94 temperature 20 4320 > th dose independent rect. 12 23
405 238.95 temperature 20 4320 > th dose independent rect. 17 23
411 238.99 temperature 20 4320 > th dose independent rect. 15 23
499 239.55 wind 3 43200 > th dose independent rect. 11 1
542 239.82 humidity 50 43200 < th dose dependent rect. 11 1
543 239.83 humidity 60 43200 < th dose dependent rect. 8 1
561 239.98 temperature 20 4320 > th dose independent rect. 22 1
572 240.05 temperature 20 270 < th dose independent rect. 22 13
609 240.35 temperature 20 4320 < th dose independent rect. 22 1
625 240.48 wind 3 43200 > th dose independent rect. 10 3
653 240.64 temperature 25 4320 < th dose dependent rect. 17 3
683 240.81 humidity 50 43200 < th dose independent rect. 11 1
701 240.95 humidity 50 43200 < th dose independent rect. 7 5
730 241.18 temperature 20 270 > th dose independent sin 7 NA
820 241.86 humidity 50 43200 > th dose independent rect. 7 5
861 242.11 temperature 25 4320 < th dose dependent rect. 3 21
877 242.20 humidity 60 43200 > th dose independent rect. 8 1
917 242.40 temperature 25 4320 < th dose dependent no NA NA
934 242.47 temperature 25 4320 < th dose dependent rect. 21 23
944 242.51 wind 1 43200 > th dose dependent rect. 10 3
975 242.68 wind 9 43200 < th dose dependent rect. 10 3
985 242.71 temperature 25 720 < th dose dependent rect. 18 15
991 242.75 temperature 25 4320 < th dose dependent rect. 15 23
994 242.77 temperature 25 4320 < th dose dependent rect. 17 23
997 242.78 temperature 25 4320 < th dose dependent rect. 13 23