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Os03g0288300

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 : 11.4 (0.0205) R2 : 0.102
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.311 (0.0431) R2dN8 : 0.132 R2N8 : 0.102
σ : 0.386
deviance : 68.22
__
_____
C
peak time of C : --
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 = wind, 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
27.04 0.244 11.4 0.926 0.598 -0.325 0.254 -1.35 0.344 6.01 1.174 18803 -- --
30.48 0.257 11.4 0.884 0.581 -0.392 0.265 -- 0.276 5.97 0.742 17172 -- --
27.04 0.242 11.4 0.927 0.597 -0.336 -- -1.36 0.342 6.1 1.177 18305 -- --
30.32 0.256 11.4 0.821 0.56 -0.435 -- -- 0.298 6.04 0.7992 17110 -- --
45.32 0.314 11.4 0.938 -- -0.365 -- -1.31 0.339 -- 1.102 18534 -- --
33.52 0.271 11.4 0.767 0.592 -- 0.236 -- 0.385 5.96 -- -- -- --
33.66 0.272 11.4 0.769 0.593 -- -- -- 0.384 5.99 -- -- -- --
45.54 0.314 11.4 0.995 -- -0.861 -- -- 0.354 -- 0.7319 34418 -- --
46.74 0.318 11.4 -- 0.55 0.489 -- -- 0.423 5.9 1.6 3243 -- --
51.89 0.337 11.4 0.787 -- -- -- -- 0.398 -- -- -- -- --
49.26 0.328 11.4 -- 0.605 -- -- -- 0.299 5.93 -- -- -- --
56 0.349 11.4 -- -- 0.437 -- -- 0.35 -- 2.406 156 -- --
68.22 0.386 11.4 -- -- -- -- -- 0.311 -- -- -- -- --

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 26.35 wind 5.0 14400 > th dose dependent rect. 19 1
2 26.60 wind 5.0 14400 > th dose dependent rect. 17 3
3 26.61 wind 1.0 14400 > th dose independent rect. 24 4
5 26.69 wind 5.0 14400 > th dose independent rect. 19 1
6 26.73 wind 1.0 14400 < th dose independent rect. 24 4
11 26.86 wind 1.0 14400 > th dose dependent rect. 17 11
12 26.88 wind 9.0 14400 < th dose dependent rect. 17 11
14 26.90 wind 5.0 14400 < th dose independent rect. 19 1
19 26.97 humidity 80.0 43200 < th dose independent rect. 5 4
27 27.01 humidity 80.0 43200 < th dose independent rect. 4 6
29 27.04 humidity 80.0 43200 > th dose independent rect. 5 4
36 27.06 wind 9.0 14400 < th dose dependent rect. 20 2
44 27.08 wind 1.0 14400 > th dose dependent rect. 20 2
48 27.10 wind 7.0 14400 > th dose independent rect. 17 4
62 27.15 humidity 80.0 43200 > th dose independent rect. 7 1
65 27.15 wind 9.0 14400 < th dose dependent sin 13 NA
72 27.17 wind 1.0 14400 > th dose dependent sin 13 NA
75 27.18 wind 1.0 14400 > th dose independent rect. 14 20
81 27.19 wind 5.0 14400 > th dose independent rect. 17 6
89 27.20 wind 1.0 14400 > th dose dependent rect. 19 6
110 27.23 wind 1.0 14400 < th dose independent rect. 14 20
120 27.24 wind 9.0 14400 < th dose dependent rect. 19 6
124 27.25 wind 1.0 14400 < th dose independent rect. 14 18
136 27.27 wind 1.0 14400 > th dose independent sin 11 NA
151 27.28 wind 1.0 14400 < th dose independent rect. 2 18
153 27.28 wind 1.0 14400 > th dose independent rect. 24 20
160 27.29 wind 1.0 14400 < th dose independent rect. 24 20
188 27.32 wind 1.0 14400 < th dose independent sin 11 NA
205 27.33 wind 1.0 14400 > th dose independent rect. 24 1
207 27.33 wind 1.0 14400 < th dose independent rect. 22 7
209 27.33 wind 1.0 14400 > th dose independent rect. 2 18
215 27.33 wind 1.0 14400 < th dose dependent rect. 23 6
222 27.34 wind 1.0 14400 < th dose independent rect. 24 1
293 27.38 wind 1.0 14400 < th dose dependent rect. 2 18
303 27.39 wind 1.0 14400 < th dose dependent rect. 12 20
305 27.40 wind 1.0 43200 > th dose independent rect. 8 1
326 27.40 wind 1.0 14400 < th dose dependent rect. 14 18
341 27.42 wind 1.0 14400 < th dose independent rect. 2 23
388 27.45 wind 1.0 14400 > th dose independent rect. 7 23
404 27.46 wind 1.0 14400 < th dose independent rect. 7 23
427 27.47 wind 1.0 14400 > th dose independent rect. 2 23
432 27.47 wind 1.0 14400 < th dose dependent rect. 24 4
452 27.48 wind 1.0 14400 < th dose independent rect. 9 23
453 27.48 humidity 90.0 43200 < th dose dependent rect. 5 3
463 27.49 wind 1.0 14400 > th dose independent rect. 22 10
476 27.50 humidity 80.0 43200 < th dose independent sin 6 NA
506 27.51 wind 1.0 14400 > th dose independent rect. 9 23
547 27.53 wind 1.0 14400 > th dose independent rect. 19 23
553 27.53 wind 1.0 14400 < th dose dependent rect. 15 14
554 27.53 wind 1.0 14400 < th dose dependent rect. 24 20
572 27.54 wind 1.0 14400 < th dose independent rect. 16 23
584 27.54 wind 1.0 14400 < th dose dependent rect. 2 23
585 27.55 wind 1.0 14400 > th dose independent no NA NA
586 27.55 wind 1.0 14400 < th dose independent no NA NA
597 27.55 wind 1.0 14400 < th dose independent rect. 19 23
645 27.58 wind 1.0 43200 < th dose independent rect. 5 12
684 27.59 wind 1.0 14400 < th dose dependent rect. 9 23
686 27.60 humidity 80.0 43200 > th dose independent sin 7 NA
747 27.62 precipitation 0.1 43200 > th dose dependent rect. 17 3
848 27.67 wind 1.0 43200 < th dose dependent rect. 7 2
851 27.67 wind 1.0 43200 < th dose dependent rect. 5 9
885 27.69 wind 1.0 43200 > th dose independent rect. 5 12
901 27.69 wind 1.0 43200 < th dose dependent rect. 5 12
909 27.70 wind 1.0 14400 > th dose independent rect. 19 10
923 27.70 wind 1.0 14400 < th dose independent rect. 4 23
929 27.70 wind 1.0 43200 < th dose dependent rect. 5 14
955 27.71 wind 1.0 14400 > th dose independent rect. 4 23
957 27.71 wind 1.0 43200 < th dose dependent rect. 6 4
963 27.71 wind 1.0 14400 < th dose dependent rect. 6 23
965 27.72 wind 5.0 14400 < th dose independent rect. 21 1
966 27.72 wind 1.0 43200 > th dose independent rect. 6 3
994 27.73 wind 1.0 43200 < th dose independent rect. 6 3