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Os12g0241000

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

Description : Iojap-related protein family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.5 (0.0289) R2 : 0.795
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.87 (0.0756) R2dC : 0.282 R2C : 0.145
β3 : 3.2 (0.0856) R2dE : 0.649 R2E : 0.486
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.375 (0.0611) R2dN8 : 0.0208 R2N8 : 8.33e-05
σ : 0.543
deviance : 135.98
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C
peak time of C : 16.5
E
wheather : temperature
threshold : 4.95
memory length : 372
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 12.8
open length of G : 15.5

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, 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
134.32 0.545 10.5 -0.403 1.58 2.78 0.703 -2.01 -0.425 17.7 9.825 283 13 15.8
137.05 0.545 10.5 -0.123 1.65 2.93 0.758 -- -0.422 17.2 8.096 369 12.6 15.7
131.74 0.535 10.5 -0.336 1.83 3.12 -- -1.67 -0.39 16.7 7.531 339 13.2 15.4
135.53 0.542 10.5 -0.189 1.89 3.12 -- -- -0.388 16.7 5.471 366 12.9 15.4
182.89 0.63 10.4 -0.0328 -- 3.68 -- 1.21 -0.299 -- 10.65 361 11 15.5
226.37 0.705 10.5 0.153 2.81 -- -0.0166 -- -0.145 20.2 -- -- -- --
226.37 0.705 10.5 0.154 2.81 -- -- -- -0.145 20.2 -- -- -- --
167.25 0.602 10.4 -0.256 -- 3.68 -- -- -0.361 -- 11.99 360 11.5 13.8
135.98 0.543 10.5 -- 1.87 3.2 -- -- -0.375 16.5 4.95 372 12.8 15.5
660.67 1.2 10.4 0.132 -- -- -- -- -0.177 -- -- -- -- --
227 0.705 10.5 -- 2.81 -- -- -- -0.162 20.2 -- -- -- --
167.36 0.603 10.4 -- -- 3.59 -- -- -0.335 -- 11.44 391 11.1 13.6
661.14 1.2 10.4 -- -- -- -- -- -0.192 -- -- -- -- --

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
1 134.88 temperature 10.0 270 > th dose dependent rect. 13 16
13 141.48 temperature 10.0 270 > th dose dependent rect. 11 9
59 149.51 radiation 1.0 270 < th dose independent rect. 16 9
60 149.52 radiation 1.0 270 < th dose dependent rect. 16 9
65 150.21 temperature 30.0 270 < th dose independent rect. 7 17
97 152.48 temperature 30.0 270 < th dose dependent rect. 16 8
98 152.54 humidity 50.0 270 > th dose independent rect. 7 17
99 152.56 temperature 10.0 270 > th dose dependent rect. 24 20
105 152.63 temperature 25.0 270 > th dose independent rect. 13 7
117 153.23 temperature 30.0 90 < th dose dependent rect. 19 8
125 153.76 temperature 15.0 10 > th dose dependent rect. 15 17
128 153.88 temperature 30.0 270 < th dose dependent rect. 10 14
148 154.53 temperature 30.0 270 < th dose independent rect. 17 8
161 155.39 wind 9.0 270 < th dose independent rect. 24 19
169 155.52 humidity 70.0 270 > th dose independent rect. 17 8
180 155.87 precipitation 0.1 270 < th dose independent rect. 14 15
181 155.87 precipitation 0.1 270 < th dose dependent rect. 14 15
196 156.26 temperature 20.0 270 > th dose dependent sin 17 NA
199 156.27 radiation 1.0 270 < th dose dependent rect. 5 20
200 156.32 humidity 90.0 270 < th dose independent rect. 12 7
202 156.33 wind 7.0 270 < th dose independent rect. 14 15
218 156.62 radiation 1.0 270 < th dose independent rect. 7 18
223 156.75 radiation 1.0 270 < th dose independent rect. 5 20
241 157.02 precipitation 0.1 270 < th dose independent rect. 24 19
242 157.02 precipitation 0.1 270 < th dose dependent rect. 24 19
264 157.43 wind 7.0 270 < th dose independent rect. 12 7
265 157.44 radiation 1.0 270 < th dose dependent rect. 7 18
266 157.48 temperature 10.0 270 > th dose dependent sin 17 NA
277 157.62 humidity 50.0 270 > th dose dependent rect. 17 7
290 157.90 precipitation 0.1 270 < th dose independent rect. 24 7
291 157.90 precipitation 0.1 270 < th dose dependent rect. 24 7
309 158.34 wind 7.0 270 < th dose independent rect. 24 7
311 158.35 wind 1.0 270 > th dose independent rect. 11 8
317 158.46 atmosphere 1015.0 270 < th dose independent rect. 24 19
318 158.48 temperature 10.0 270 > th dose independent rect. 19 5
319 158.48 temperature 30.0 270 < th dose independent rect. 19 5
320 158.48 humidity 50.0 270 > th dose independent rect. 19 5
321 158.48 atmosphere 995.0 270 > th dose independent rect. 19 5
322 158.48 radiation 1.0 270 < th dose independent rect. 19 5
327 158.48 temperature 10.0 270 > th dose independent rect. 24 19
345 158.71 atmosphere 1015.0 270 < th dose independent rect. 24 7
348 158.74 temperature 10.0 270 > th dose independent rect. 24 7
350 158.74 temperature 30.0 270 < th dose independent rect. 24 7
351 158.74 humidity 50.0 270 > th dose independent rect. 24 7
353 158.74 atmosphere 995.0 270 > th dose independent rect. 24 7
354 158.74 radiation 40.0 270 < th dose independent rect. 24 7
355 158.74 temperature 10.0 270 > th dose independent rect. 7 17
356 158.75 wind 9.0 270 < th dose independent rect. 19 5
365 158.86 radiation 40.0 270 < th dose dependent rect. 24 8
367 158.93 radiation 1.0 270 < th dose dependent sin 16 NA
396 159.39 radiation 1.0 270 > th dose independent sin 16 NA
401 159.46 radiation 1.0 270 < th dose independent sin 16 NA
405 159.51 temperature 15.0 10 > th dose dependent rect. 15 8
413 159.59 wind 9.0 270 < th dose dependent rect. 24 7
475 160.29 temperature 10.0 270 > th dose independent rect. 5 9
476 160.29 atmosphere 995.0 270 > th dose independent rect. 5 9
477 160.29 atmosphere 1015.0 270 < th dose independent rect. 5 9
478 160.29 temperature 10.0 270 > th dose independent rect. 14 15
485 160.34 temperature 10.0 90 > th dose dependent sin 15 NA
511 160.54 precipitation 0.1 270 < th dose independent rect. 5 9
512 160.54 precipitation 0.1 270 < th dose dependent rect. 5 9
515 160.55 temperature 25.0 720 > th dose dependent rect. 14 22
550 160.84 wind 1.0 270 > th dose independent rect. 19 5
553 160.87 precipitation 0.1 10 < th dose independent rect. 3 17
554 160.87 precipitation 0.1 10 < th dose dependent rect. 3 17
560 160.94 precipitation 0.1 270 < th dose independent rect. 11 9
562 160.94 precipitation 0.1 270 < th dose dependent rect. 11 9
566 161.02 humidity 50.0 270 > th dose independent rect. 5 20
616 161.42 temperature 25.0 720 > th dose dependent rect. 9 14
623 161.46 temperature 25.0 720 > th dose dependent rect. 9 22
635 161.56 temperature 25.0 720 > th dose dependent rect. 9 20
668 161.69 temperature 25.0 720 > th dose dependent rect. 1 22
673 161.73 temperature 25.0 720 > th dose dependent rect. 11 23
675 161.75 wind 9.0 270 < th dose independent rect. 5 9
690 161.82 temperature 25.0 720 > th dose dependent rect. 6 17
709 161.92 temperature 25.0 720 > th dose dependent no NA NA
742 162.07 atmosphere 995.0 270 > th dose independent rect. 7 17
761 162.15 wind 9.0 10 < th dose independent rect. 3 17
774 162.20 temperature 25.0 720 > th dose dependent rect. 22 23
782 162.24 temperature 30.0 270 < th dose dependent sin 18 NA
801 162.35 precipitation 0.1 270 < th dose independent rect. 19 5
802 162.35 precipitation 0.1 270 < th dose dependent rect. 19 5
817 162.48 precipitation 0.1 270 < th dose independent rect. 7 17
818 162.48 precipitation 0.1 270 < th dose dependent rect. 7 17
843 162.66 temperature 10.0 270 > th dose independent rect. 11 8
844 162.66 atmosphere 1015.0 270 < th dose independent rect. 11 8
845 162.66 temperature 10.0 270 > th dose independent rect. 19 16
846 162.66 atmosphere 995.0 270 > th dose independent rect. 19 16
854 162.69 temperature 15.0 10 > th dose dependent rect. 15 6
874 162.80 temperature 15.0 270 > th dose dependent rect. 15 2
890 162.89 wind 9.0 270 < th dose independent rect. 19 16
926 163.05 atmosphere 995.0 270 > th dose independent rect. 24 19
973 163.39 humidity 50.0 270 > th dose dependent rect. 24 7
987 163.49 humidity 50.0 270 > th dose independent rect. 19 16
999 163.58 wind 1.0 270 > th dose independent rect. 7 17