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Os11g0592200

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

Description : Similar to Chitin-binding allergen Bra r 2 (Fragments).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.38 (0.0621) R2 : 0.657
β1 : -0.559 (0.323) R2dD : 0.0042 R2D : 0.0728
β2 : 0.676 (0.142) R2dC : 0.0178 R2C : 0.0253
β3 : -3.76 (0.246) R2dE : 0.219 R2E : 0.215
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -13.8 (1.16) R2dD*E : 0.233 R2D*E : 0.237
γ1 : 1.45 (0.127) R2dN8 : 0.135 R2N8 : 0.147
σ : 1.11
deviance : 572.83
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C
peak time of C : 23.5
E
wheather : radiation
threshold : 0.4454
memory length : 4313
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 18.1
open length of G : 11.1

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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 = 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
577.52 1.13 8.37 -0.669 0.827 -3.81 0.431 -13.8 1.53 23.5 0.8501 4320 18.1 11.2
674.93 1.21 8.36 -2.56 1.11 -3.25 0.665 -- 1.31 23 3.766 4325 17.5 12.2
572.83 1.11 8.38 -0.559 0.676 -3.76 -- -13.8 1.45 23.5 0.4454 4313 18.1 11.1
674.88 1.21 8.36 -2.61 1.1 -3.26 -- -- 1.31 23 3.617 4325 17.5 12.2
592.89 1.13 8.35 -0.523 -- -3.9 -- -13.6 1.48 -- 0.5027 4300 18.1 11.2
923.01 1.42 8.17 -3.93 0.948 -- 0.534 -- 1.43 0.266 -- -- -- --
924.23 1.42 8.17 -3.95 0.946 -- -- -- 1.43 0.338 -- -- -- --
657.15 1.19 8.36 -2.58 -- -3.31 -- -- 1.28 -- 4.288 7157 17.5 12.2
794.77 1.31 8.36 -- 1.1 -3.24 -- -- 1.33 23 5.001 5764 17.5 12.2
980.52 1.46 8.15 -3.92 -- -- -- -- 1.44 -- -- -- -- --
1335.56 1.71 8.07 -- 0.892 -- -- -- 1.87 0.106 -- -- -- --
722.99 1.25 8.37 -- -- -4.47 -- -- 1.08 -- 5.74 7180 17.6 11.7
1385.62 1.74 8.05 -- -- -- -- -- 1.88 -- -- -- -- --

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
1 557.57 radiation 40.0 14400 < th dose dependent rect. 18 9
16 564.91 radiation 10.0 14400 < th dose dependent rect. 18 1
20 565.26 radiation 10.0 14400 < th dose dependent rect. 18 4
45 572.99 wind 3.0 43200 < th dose independent rect. 3 1
46 574.54 wind 3.0 43200 > th dose independent rect. 3 1
63 578.54 radiation 1.0 14400 > th dose dependent rect. 17 12
69 578.95 radiation 10.0 14400 < th dose independent rect. 16 14
92 579.30 radiation 1.0 14400 > th dose dependent rect. 17 2
118 582.29 radiation 10.0 14400 < th dose independent rect. 16 11
122 582.43 radiation 10.0 14400 < th dose independent rect. 16 3
124 582.45 radiation 10.0 14400 < th dose independent rect. 16 6
128 582.59 wind 1.0 43200 > th dose dependent rect. 8 2
141 584.43 radiation 1.0 14400 > th dose independent rect. 18 12
142 584.57 wind 9.0 43200 < th dose dependent rect. 8 2
147 585.87 radiation 30.0 14400 > th dose independent rect. 7 1
174 589.30 wind 3.0 43200 > th dose independent rect. 8 1
187 589.59 wind 3.0 43200 < th dose independent rect. 8 1
227 590.30 radiation 1.0 14400 < th dose independent rect. 18 12
245 591.78 radiation 30.0 14400 < th dose independent rect. 15 17
250 592.01 radiation 1.0 14400 > th dose independent rect. 18 1
269 592.51 wind 7.0 43200 > th dose independent rect. 10 1
281 592.89 radiation 1.0 14400 < th dose independent rect. 18 9
282 592.93 wind 5.0 43200 < th dose dependent rect. 3 1
287 593.19 precipitation 0.1 43200 < th dose independent rect. 16 2
288 593.19 precipitation 0.1 43200 < th dose dependent rect. 16 2
292 593.50 radiation 1.0 14400 < th dose independent rect. 18 1
294 593.62 radiation 1.0 14400 < th dose independent rect. 18 4
299 593.78 precipitation 0.1 43200 > th dose independent rect. 16 2
303 593.96 precipitation 0.1 43200 > th dose dependent rect. 16 5
324 595.30 radiation 30.0 14400 > th dose dependent rect. 15 17
349 596.16 radiation 1.0 14400 > th dose independent rect. 4 2
360 596.34 radiation 1.0 14400 < th dose independent rect. 21 9
361 596.35 wind 7.0 43200 < th dose independent rect. 10 1
363 596.38 radiation 1.0 14400 < th dose independent rect. 23 7
385 596.82 radiation 1.0 14400 < th dose independent rect. 4 2
442 598.65 wind 3.0 43200 > th dose dependent rect. 5 7
445 598.73 wind 1.0 43200 > th dose dependent rect. 3 9
533 601.26 wind 1.0 43200 > th dose dependent rect. 3 1
554 601.80 radiation 10.0 14400 < th dose dependent sin 15 NA
555 601.96 wind 9.0 43200 < th dose dependent rect. 3 9
578 602.77 wind 3.0 43200 > th dose independent rect. 3 8
610 603.56 wind 3.0 43200 > th dose independent rect. 7 4
664 604.87 radiation 1.0 14400 > th dose independent sin 13 NA
674 604.98 radiation 1.0 14400 < th dose independent sin 14 NA
729 606.37 precipitation 0.1 43200 > th dose dependent sin 19 NA
779 607.04 wind 3.0 43200 < th dose independent rect. 3 7
817 607.75 radiation 1.0 14400 < th dose independent rect. 9 21
838 608.01 radiation 1.0 14400 > th dose independent rect. 9 21
844 608.14 radiation 30.0 14400 > th dose dependent rect. 15 2
899 608.63 wind 3.0 43200 > th dose dependent sin 5 NA