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Os02g0653900

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

Description : Similar to Avr9/Cf-9 rapidly elicited protein 14 (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.5 (0.0192) R2 : 0.59
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.815 (0.0495) R2dC : 0.267 R2C : 0.289
β3 : -1.47 (0.105) R2dE : 0.188 R2E : 0.247
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.31 (0.0413) R2dN8 : 0.0624 R2N8 : 0.0857
σ : 0.357
deviance : 58.81
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C
peak time of C : 7.43
E
wheather : radiation
threshold : 1.55
memory length : 1480
response mode : < th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, 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
53.34 0.343 12.5 0.47 0.876 -2.1 0.0992 -3.49 0.337 7.91 0.7234 1450 -- --
58.64 0.357 12.5 0.309 0.829 -1.28 0.193 -- 0.352 7.61 1.83 1474 -- --
53.37 0.34 12.5 0.471 0.871 -2.12 -- -3.54 0.333 7.88 0.7101 1452 -- --
58.17 0.355 12.5 0.186 0.86 -1.35 -- -- 0.312 7.67 1.554 1467 -- --
89.71 0.441 12.5 0.442 -- -2.31 -- -3.49 0.361 -- 0.74 1487 -- --
77.66 0.413 12.5 0.452 0.918 -- 0.111 -- 0.459 8.01 -- -- -- --
77.7 0.413 12.5 0.456 0.918 -- -- -- 0.459 8.01 -- -- -- --
94.35 0.452 12.5 0.128 -- -1.64 -- -- 0.305 -- 1.527 1500 -- --
58.81 0.357 12.5 -- 0.815 -1.47 -- -- 0.31 7.43 1.55 1480 -- --
123.72 0.52 12.5 0.464 -- -- -- -- 0.47 -- -- -- -- --
83.17 0.427 12.5 -- 0.92 -- -- -- 0.408 7.98 -- -- -- --
94.75 0.453 12.6 -- -- -1.72 -- -- 0.252 -- 1.55 1500 -- --
129.41 0.531 12.5 -- -- -- -- -- 0.419 -- -- -- -- --

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 51.36 wind 7.0 43200 < th dose dependent rect. 11 1
3 51.71 wind 1.0 43200 > th dose dependent rect. 11 1
6 52.08 radiation 1.0 1440 < th dose dependent rect. 18 23
10 52.69 humidity 70.0 14400 < th dose independent rect. 18 14
11 52.69 wind 3.0 43200 > th dose dependent rect. 5 11
15 52.79 wind 5.0 43200 < th dose independent rect. 5 12
19 52.82 wind 5.0 43200 > th dose dependent rect. 9 7
21 52.85 wind 5.0 43200 > th dose independent rect. 9 7
26 52.91 wind 5.0 43200 < th dose independent rect. 8 8
27 52.91 wind 5.0 43200 > th dose independent rect. 5 12
36 53.02 humidity 90.0 43200 > th dose independent rect. 21 1
40 53.03 radiation 1.0 1440 < th dose dependent rect. 18 1
52 53.10 wind 3.0 43200 > th dose dependent sin 2 NA
54 53.12 wind 5.0 43200 < th dose independent sin 1 NA
55 53.12 humidity 70.0 14400 < th dose independent rect. 18 4
66 53.13 wind 3.0 43200 > th dose dependent rect. 24 17
72 53.17 radiation 1.0 1440 < th dose dependent rect. 18 10
86 53.23 wind 5.0 43200 > th dose independent sin 1 NA
89 53.24 humidity 90.0 43200 < th dose independent rect. 21 1
107 53.31 wind 7.0 43200 > th dose independent rect. 24 16
128 53.39 humidity 80.0 43200 > th dose independent rect. 12 1
190 53.55 wind 5.0 43200 > th dose dependent rect. 9 12
192 53.56 humidity 90.0 43200 > th dose dependent rect. 21 1
206 53.60 humidity 80.0 43200 > th dose dependent rect. 10 1
230 53.66 humidity 90.0 43200 > th dose independent rect. 9 1
240 53.69 humidity 80.0 43200 > th dose independent rect. 14 1
241 53.69 humidity 80.0 43200 < th dose independent rect. 13 1
251 53.70 radiation 1.0 1440 < th dose dependent rect. 11 21
267 53.73 wind 5.0 43200 < th dose independent rect. 11 2
275 53.75 radiation 1.0 1440 < th dose dependent rect. 24 19
282 53.76 wind 7.0 43200 < th dose independent rect. 5 16
289 53.77 humidity 90.0 43200 < th dose independent rect. 10 1
292 53.77 radiation 1.0 1440 < th dose dependent rect. 2 17
298 53.78 wind 5.0 43200 > th dose independent rect. 5 17
319 53.80 radiation 1.0 1440 < th dose dependent rect. 5 14
330 53.81 radiation 1.0 1440 < th dose dependent rect. 5 23
332 53.82 wind 7.0 43200 < th dose independent rect. 7 14
335 53.82 radiation 1.0 1440 < th dose dependent no NA NA
345 53.83 radiation 1.0 14400 < th dose independent rect. 18 1
348 53.83 humidity 90.0 43200 > th dose independent rect. 17 7
355 53.83 radiation 1.0 1440 < th dose dependent rect. 2 23
385 53.86 radiation 1.0 1440 < th dose dependent rect. 5 20
391 53.87 radiation 1.0 14400 < th dose independent rect. 18 10
416 53.89 wind 7.0 43200 < th dose independent rect. 24 21
422 53.90 radiation 1.0 14400 > th dose independent rect. 18 1
443 53.90 wind 5.0 43200 > th dose dependent rect. 5 16
454 53.91 wind 3.0 43200 > th dose dependent rect. 20 21
462 53.92 wind 7.0 43200 > th dose independent rect. 24 21
485 53.95 wind 9.0 43200 < th dose dependent rect. 3 12
499 53.97 wind 5.0 43200 > th dose independent rect. 11 2
597 54.07 radiation 1.0 1440 < th dose dependent sin 1 NA
624 54.10 wind 7.0 43200 > th dose independent rect. 20 21
688 54.18 precipitation 0.1 43200 < th dose independent rect. 19 1
694 54.18 precipitation 0.1 43200 < th dose dependent rect. 19 1
701 54.19 humidity 70.0 14400 > th dose independent rect. 18 14
721 54.21 wind 7.0 43200 < th dose independent rect. 20 21
749 54.24 precipitation 0.1 43200 > th dose independent rect. 19 1
760 54.24 wind 5.0 43200 > th dose dependent rect. 10 20
792 54.27 temperature 20.0 14400 > th dose dependent rect. 17 1
797 54.27 radiation 1.0 1440 < th dose dependent rect. 7 23
839 54.32 humidity 70.0 14400 < th dose dependent rect. 17 14
853 54.33 humidity 70.0 14400 < th dose dependent rect. 18 1
913 54.37 wind 7.0 43200 < th dose independent rect. 9 21
915 54.37 radiation 1.0 14400 < th dose dependent rect. 1 4
916 54.37 humidity 70.0 14400 < th dose dependent rect. 17 5
973 54.40 wind 9.0 43200 < th dose dependent rect. 24 15
984 54.41 wind 7.0 43200 > th dose independent rect. 9 21