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Os05g0317900

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

Description : Similar to Resistance protein candidate (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.53 (0.0439) R2 : 0.884
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.22 (0.122) R2dC : 0.0296 R2C : 0.135
β3 : -5.06 (0.101) R2dE : 0.743 R2E : 0.849
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.305 (0.0922) R2dN8 : 0.00358 R2N8 : 0.00482
σ : 0.823
deviance : 311.92
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C
peak time of C : 6.96
E
wheather : radiation
threshold : 1.824
memory length : 66
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 7.94
open length of G : --

__

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 = sin)

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
298.83 0.812 9.53 0.289 1.27 -5.23 2.28 1.03 0.293 6.46 2.069 82 8.1 --
301.05 0.808 9.54 0.334 1.2 -5.4 2.51 -- 0.312 5.88 2.382 78 8.09 --
310.67 0.821 9.52 0.359 1.26 -5.25 -- 0.769 0.305 6.31 2.463 81 8.04 --
308.84 0.818 9.52 0.345 1.23 -5.04 -- -- 0.341 7 1.892 66 7.93 --
341.81 0.861 9.55 0.348 -- -5.55 -- 0.732 0.393 -- 2.021 51 8.5 --
544.19 1.09 9.37 0.56 5.85 -- -0.587 -- 0.508 10.8 -- -- -- --
545.62 1.09 9.37 0.536 5.85 -- -- -- 0.506 10.8 -- -- -- --
342.36 0.862 9.54 0.356 -- -5.6 -- -- 0.374 -- 2.52 66 8.76 --
311.92 0.823 9.53 -- 1.22 -5.06 -- -- 0.305 6.96 1.824 66 7.94 --
2661.39 2.41 9.52 0.419 -- -- -- -- 0.472 -- -- -- -- --
553.19 1.1 9.39 -- 5.85 -- -- -- 0.446 10.7 -- -- -- --
345.32 0.865 9.55 -- -- -5.61 -- -- 0.33 -- 2.424 66 8.78 --
2666.02 2.41 9.53 -- -- -- -- -- 0.425 -- -- -- -- --

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
1 299.91 radiation 1.0 90 < th dose independent sin 14 NA
3 308.87 radiation 1.0 90 > th dose independent sin 14 NA
4 310.04 radiation 1.0 90 < th dose dependent sin 14 NA
10 319.78 radiation 1.0 90 > th dose independent rect. 14 16
18 330.68 radiation 1.0 90 < th dose independent rect. 5 23
19 330.76 radiation 1.0 90 < th dose dependent rect. 5 22
27 335.94 radiation 1.0 90 < th dose independent rect. 16 11
34 341.14 humidity 50.0 270 > th dose independent rect. 16 10
36 341.25 radiation 1.0 90 < th dose independent rect. 10 17
41 341.87 radiation 1.0 90 < th dose dependent rect. 17 10
44 342.85 radiation 1.0 270 > th dose independent rect. 11 19
50 345.66 radiation 30.0 270 < th dose dependent rect. 15 11
58 348.79 radiation 1.0 90 < th dose dependent rect. 7 20
62 349.58 radiation 1.0 90 < th dose dependent rect. 10 17
69 350.38 radiation 1.0 270 > th dose independent rect. 10 21
70 350.93 temperature 10.0 270 > th dose dependent rect. 12 18
71 351.16 radiation 20.0 270 < th dose independent rect. 16 10
77 353.73 temperature 10.0 270 > th dose dependent rect. 11 20
86 356.09 temperature 15.0 270 > th dose dependent rect. 13 3
89 356.33 radiation 1.0 90 > th dose independent rect. 14 5
108 358.68 temperature 30.0 270 < th dose independent rect. 16 10
111 358.86 temperature 10.0 90 > th dose dependent rect. 14 17
113 359.30 temperature 15.0 270 > th dose dependent rect. 12 5
121 360.37 precipitation 0.1 270 < th dose independent rect. 2 14
122 360.37 precipitation 0.1 270 < th dose dependent rect. 2 14
123 360.40 temperature 10.0 270 > th dose dependent rect. 11 7
126 360.97 temperature 20.0 10 > th dose dependent rect. 14 17
172 364.20 humidity 60.0 90 > th dose independent rect. 18 9
188 364.92 humidity 50.0 270 > th dose independent rect. 16 21
193 365.35 temperature 20.0 10 > th dose dependent rect. 14 19
197 365.66 temperature 10.0 90 > th dose dependent rect. 3 15
233 369.43 temperature 30.0 270 < th dose independent rect. 16 21
297 373.74 temperature 10.0 270 > th dose independent rect. 16 10
298 373.74 radiation 40.0 270 < th dose independent rect. 16 10
299 373.74 temperature 10.0 270 > th dose independent rect. 2 14
300 373.74 atmosphere 1015.0 270 < th dose independent rect. 2 14
304 373.90 temperature 30.0 720 < th dose independent rect. 16 4
318 374.67 wind 9.0 270 < th dose independent rect. 2 14
322 375.10 radiation 40.0 1440 < th dose dependent rect. 18 10
348 376.59 wind 9.0 270 < th dose independent rect. 16 10
351 376.64 radiation 1.0 1440 < th dose dependent rect. 8 22
362 377.31 temperature 30.0 720 < th dose independent rect. 17 2
364 377.37 radiation 1.0 1440 < th dose dependent rect. 11 19
366 377.39 temperature 10.0 90 > th dose independent rect. 18 9
368 377.39 radiation 20.0 90 < th dose independent rect. 18 9
374 377.42 atmosphere 995.0 90 > th dose independent rect. 18 9
381 377.80 wind 9.0 90 < th dose independent rect. 18 9
394 378.23 temperature 30.0 720 < th dose independent rect. 16 12
418 379.28 radiation 1.0 1440 < th dose independent rect. 11 19
423 379.61 humidity 70.0 10 > th dose independent rect. 18 10
424 379.66 radiation 1.0 1440 < th dose independent rect. 9 21
432 379.93 wind 1.0 270 > th dose independent rect. 13 3
438 380.27 humidity 50.0 90 > th dose dependent rect. 17 10
443 380.39 precipitation 0.1 270 < th dose independent rect. 13 3
444 380.39 precipitation 0.1 270 < th dose dependent rect. 13 3
446 380.49 wind 9.0 270 < th dose independent rect. 13 3
447 380.56 precipitation 0.1 270 < th dose independent rect. 12 18
448 380.56 precipitation 0.1 270 < th dose dependent rect. 12 18
453 380.71 temperature 10.0 270 > th dose independent rect. 13 3
455 380.71 atmosphere 1010.0 270 < th dose independent rect. 13 3
457 380.71 temperature 10.0 270 > th dose independent rect. 16 21
470 381.17 temperature 25.0 1440 > th dose dependent rect. 11 21
483 381.57 atmosphere 995.0 270 > th dose independent rect. 16 10
505 381.88 humidity 90.0 90 < th dose independent rect. 14 4
532 382.61 humidity 90.0 10 < th dose independent rect. 14 5
538 382.65 temperature 25.0 1440 > th dose dependent rect. 11 12
542 382.77 wind 5.0 43200 > th dose independent rect. 11 1
553 382.96 wind 5.0 43200 < th dose independent rect. 11 1
557 383.02 temperature 25.0 1440 > th dose dependent sin 18 NA
573 383.15 radiation 1.0 1440 > th dose independent rect. 11 19
590 383.31 atmosphere 995.0 270 > th dose independent rect. 16 21
597 383.44 temperature 25.0 1440 > th dose dependent rect. 16 3
598 383.45 precipitation 0.1 90 < th dose independent rect. 18 9
599 383.45 precipitation 0.1 90 < th dose dependent rect. 18 9
605 383.50 wind 9.0 270 < th dose independent rect. 16 21
606 383.52 temperature 25.0 4320 < th dose independent rect. 5 5
629 383.77 temperature 25.0 1440 > th dose dependent rect. 24 23
636 383.81 temperature 25.0 1440 > th dose dependent rect. 16 1
638 383.85 temperature 25.0 1440 > th dose dependent no NA NA
642 383.87 radiation 1.0 1440 > th dose independent rect. 9 21
643 383.87 temperature 25.0 1440 > th dose dependent rect. 20 23
652 383.90 temperature 25.0 1440 > th dose dependent rect. 6 23
724 384.26 humidity 90.0 43200 > th dose dependent rect. 22 1
726 384.26 temperature 25.0 1440 > th dose dependent rect. 16 23
825 384.97 humidity 90.0 43200 > th dose dependent rect. 21 3
851 385.18 humidity 90.0 270 < th dose dependent rect. 13 3
883 385.59 precipitation 0.1 270 < th dose independent rect. 12 5
884 385.59 precipitation 0.1 270 < th dose dependent rect. 12 5
900 385.72 radiation 1.0 1440 < th dose dependent rect. 17 23
901 385.73 temperature 25.0 4320 > th dose independent rect. 5 5
915 386.00 humidity 90.0 270 < th dose dependent rect. 12 5
946 386.52 temperature 25.0 1440 > th dose dependent rect. 4 3
950 386.58 wind 1.0 270 > th dose independent rect. 12 5
951 386.58 radiation 1.0 14400 < th dose dependent rect. 8 15
964 386.73 radiation 1.0 1440 < th dose dependent rect. 5 23
971 386.79 temperature 25.0 1440 > th dose independent rect. 6 1
981 386.84 radiation 1.0 1440 < th dose dependent rect. 5 20
999 387.01 atmosphere 1010.0 270 < th dose independent rect. 12 5