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Os01g0207400

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.3 (0.0392) R2 : 0.767
β1 : -3.9 (0.145) R2dD : 0.395 R2D : 0.287
β2 : 2.5 (0.102) R2dC : 0.316 R2C : 0.327
β3 : 1.08 (0.124) R2dE : 0.0422 R2E : 0.0277
β4 : 3.64 (0.45) R2dD*C : 0.0334 R2D*C : 0.0344
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.828 (0.0849) R2dN8 : 0.0677 R2N8 : -0.0228
σ : 0.73
deviance : 245.68
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C
peak time of C : 4.6
E
wheather : humidity
threshold : 73.27
memory length : 1192
response mode : < th
dose dependency : dose independent
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 = humidity, 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
245.62 0.736 11.3 -3.88 2.5 1.08 3.62 0.162 -0.824 4.61 73.2 1193 -- --
245.68 0.73 11.3 -3.9 2.5 1.08 3.64 -- -0.828 4.6 73.27 1192 -- --
279.32 0.778 11.3 -3.82 2.52 1.03 -- 0.734 -0.818 4.48 73.07 1212 -- --
280.14 0.78 11.3 -3.93 2.52 1.05 -- -- -0.844 4.48 72.84 1209 -- --
537.02 1.09 11.3 -3.57 -- -1.23 -- -1.46 -0.646 -- 73.07 1212 -- --
282.62 0.788 11.2 -3.7 2.66 -- 3.5 -- -0.694 4.24 -- -- -- --
316.5 0.833 11.3 -3.73 2.68 -- -- -- -0.713 4.16 -- -- -- --
542.94 1.09 11.3 -3.52 -- -1.28 -- -- -0.656 -- 72.84 1209 -- --
392.6 0.923 11.2 -- 2.59 3.64 -- -- -0.333 4.16 65.22 47520 -- --
704.91 1.24 11.3 -3.63 -- -- -- -- -0.642 -- -- -- -- --
684.04 1.22 11.2 -- 2.61 -- -- -- -0.297 4.19 -- -- -- --
768.83 1.29 11.1 -- -- 3.34 -- -- -0.0824 -- 64.42 47520 -- --
1051.81 1.51 11.2 -- -- -- -- -- -0.239 -- -- -- -- --

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
1 231.30 humidity 50.0 720 > th dose dependent rect. 20 5
15 237.08 humidity 90.0 720 > th dose independent rect. 20 4
27 239.15 humidity 50.0 720 > th dose dependent rect. 14 18
28 239.18 humidity 60.0 720 > th dose dependent rect. 15 9
31 239.29 humidity 90.0 720 < th dose dependent rect. 17 8
58 240.87 humidity 80.0 720 < th dose independent rect. 17 3
64 241.29 precipitation 0.1 720 < th dose independent rect. 17 12
65 241.29 precipitation 0.1 720 < th dose dependent rect. 17 12
94 242.47 humidity 90.0 270 > th dose dependent rect. 5 20
100 242.62 humidity 90.0 720 < th dose independent rect. 17 6
106 242.78 precipitation 0.1 720 < th dose independent rect. 8 21
107 242.78 precipitation 0.1 720 < th dose dependent rect. 8 21
138 243.73 wind 1.0 720 > th dose independent rect. 17 3
155 244.23 atmosphere 995.0 720 > th dose independent rect. 5 12
166 244.50 humidity 50.0 270 > th dose dependent rect. 20 13
183 244.84 precipitation 0.1 720 < th dose independent rect. 17 3
184 244.84 precipitation 0.1 720 < th dose dependent rect. 17 3
187 244.95 humidity 50.0 720 > th dose dependent sin 13 NA
221 245.37 humidity 50.0 720 > th dose dependent rect. 5 3
252 245.97 atmosphere 995.0 720 > th dose independent rect. 20 21
271 246.29 humidity 90.0 720 < th dose dependent sin 13 NA
297 246.59 precipitation 0.1 720 < th dose independent rect. 17 20
298 246.59 precipitation 0.1 720 < th dose dependent rect. 17 20
345 247.26 wind 9.0 720 < th dose independent rect. 5 12
359 247.46 atmosphere 995.0 720 > th dose independent rect. 5 10
376 247.63 humidity 90.0 270 > th dose independent rect. 5 19
378 247.64 humidity 90.0 720 < th dose dependent rect. 17 19
402 247.86 wind 9.0 720 < th dose independent rect. 17 12
416 248.13 humidity 90.0 720 > th dose independent rect. 10 14
423 248.20 wind 5.0 720 < th dose independent rect. 5 3
431 248.27 temperature 10.0 720 > th dose independent rect. 5 12
432 248.27 temperature 10.0 720 > th dose independent rect. 17 12
433 248.27 atmosphere 1015.0 720 < th dose independent rect. 5 12
434 248.27 radiation 30.0 720 < th dose independent rect. 17 12
469 248.66 humidity 90.0 90 > th dose independent rect. 5 22
485 248.83 wind 9.0 720 < th dose independent rect. 20 21
487 248.88 wind 9.0 720 < th dose dependent rect. 5 3
495 248.95 humidity 90.0 720 < th dose independent rect. 19 1
496 248.95 wind 7.0 720 < th dose independent rect. 5 10
502 249.02 radiation 30.0 720 < th dose independent rect. 5 3
515 249.12 humidity 50.0 720 > th dose dependent rect. 20 21
520 249.20 wind 9.0 720 < th dose independent rect. 17 3
532 249.39 humidity 70.0 720 > th dose independent rect. 15 18
534 249.40 temperature 10.0 720 > th dose independent rect. 17 3
535 249.40 atmosphere 1015.0 720 < th dose independent rect. 17 3
536 249.40 radiation 30.0 720 < th dose independent rect. 17 3
538 249.40 temperature 10.0 720 > th dose independent rect. 20 21
557 249.56 temperature 10.0 720 > th dose independent rect. 5 3
558 249.56 temperature 30.0 720 < th dose independent rect. 5 3
559 249.56 humidity 50.0 720 > th dose independent rect. 5 3
561 249.56 atmosphere 995.0 720 > th dose independent rect. 5 3
562 249.56 atmosphere 1015.0 720 < th dose independent rect. 5 3
563 249.56 temperature 10.0 720 > th dose independent rect. 8 21
576 249.66 atmosphere 995.0 720 > th dose independent rect. 13 4
587 249.74 precipitation 0.1 720 < th dose independent rect. 5 3
588 249.74 precipitation 0.1 720 < th dose dependent rect. 5 3
625 250.14 humidity 90.0 720 < th dose independent rect. 8 16
728 250.82 radiation 10.0 1440 < th dose independent rect. 15 2
773 251.13 wind 1.0 720 > th dose independent rect. 8 12
778 251.14 atmosphere 1015.0 720 < th dose independent rect. 1 4
790 251.19 wind 9.0 720 < th dose independent rect. 3 14
833 251.49 wind 1.0 720 > th dose independent rect. 10 10
846 251.54 radiation 40.0 720 < th dose dependent rect. 5 3
895 251.86 humidity 70.0 720 > th dose independent rect. 19 14
901 251.93 precipitation 0.1 720 < th dose independent rect. 1 4
902 251.93 precipitation 0.1 720 < th dose dependent rect. 1 4
912 252.00 temperature 20.0 720 > th dose independent rect. 13 4
933 252.12 humidity 90.0 1440 < th dose dependent rect. 13 20
945 252.17 wind 7.0 720 < th dose independent rect. 1 4
954 252.20 humidity 70.0 720 < th dose independent rect. 16 17
958 252.22 radiation 1.0 720 < th dose dependent rect. 1 4
961 252.23 humidity 90.0 1440 < th dose dependent rect. 11 22
973 252.29 wind 9.0 90 < th dose independent rect. 5 12
992 252.37 wind 9.0 720 < th dose independent rect. 13 4
994 252.38 temperature 15.0 720 > th dose independent rect. 3 14