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Os01g0702500

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

Description : Similar to Dehydrin DHN1 (B8).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.17 (0.0461) R2 : 0.69
β1 : 1.78 (0.168) R2dD : 0.0742 R2D : 0.0828
β2 : 4.49 (0.175) R2dC : 1.18 R2C : -0.681
β3 : -4.88 (0.186) R2dE : 1.17 R2E : -0.677
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.08 (0.098) R2dN8 : 0.106 R2N8 : 0.113
σ : 0.859
deviance : 339.8
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_____
C
peak time of C : 11.3
E
wheather : temperature
threshold : -5.494
memory length : 335
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 5.69
open length of G : 10.3

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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
326.09 0.848 7.21 1.57 3.46 -3.34 1.68 -3.99 -1.1 10 7.819 286 6.02 9.87
344.7 0.865 7.19 1.87 3.49 -3.52 -0.292 -- -1.09 10.2 7.647 314 5.98 9.8
330.76 0.847 7.2 1.69 3.49 -3.45 -- -2.52 -1.09 10.2 5.062 298 6 9.87
339.8 0.859 7.17 1.78 4.49 -4.88 -- -- -1.08 11.3 -5.494 335 5.69 10.3
392.5 0.923 7.27 1.71 -- -3.27 -- -1.1 -1.04 -- -11.77 829 7.77 7.98
404.8 0.943 7.24 1.43 3.06 -- 1.61 -- -1.18 6.58 -- -- -- --
411.16 0.95 7.24 1.46 3.07 -- -- -- -1.18 6.64 -- -- -- --
395.37 0.926 7.25 1.7 -- -3.29 -- -- -1.05 -- -17.6 822 7.85 8.05
415.05 0.949 7.22 -- 4.4 -4.48 -- -- -1.24 11 -7.248 314 5.67 10.4
901.9 1.4 7.3 1.53 -- -- -- -- -1.12 -- -- -- -- --
467.15 1.01 7.27 -- 3.09 -- -- -- -1.34 6.61 -- -- -- --
452.28 0.99 7.36 -- -- -3.19 -- -- -1.31 -- -110.9 821 7.75 8.05
963.66 1.45 7.34 -- -- -- -- -- -1.29 -- -- -- -- --

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
1 328.47 temperature 10.0 270 > th dose dependent rect. 6 10
10 337.72 atmosphere 995.0 30 > th dose dependent rect. 4 19
11 337.93 temperature 25.0 270 < th dose independent rect. 2 9
25 342.33 temperature 20.0 270 > th dose independent rect. 6 10
32 343.16 temperature 25.0 270 > th dose independent rect. 24 15
36 343.68 wind 1.0 90 > th dose independent rect. 23 18
41 344.02 atmosphere 1000.0 30 > th dose independent rect. 4 19
80 347.96 atmosphere 1015.0 270 < th dose independent rect. 15 7
81 348.01 temperature 10.0 270 > th dose dependent rect. 22 17
86 348.20 wind 7.0 270 < th dose independent rect. 21 18
92 348.69 radiation 1.0 270 < th dose dependent rect. 3 18
96 349.02 wind 5.0 270 < th dose independent rect. 16 5
97 349.04 radiation 1.0 270 < th dose independent rect. 3 18
105 349.57 temperature 30.0 30 < th dose independent rect. 4 19
107 349.71 atmosphere 1000.0 30 > th dose independent rect. 23 5
111 349.81 atmosphere 995.0 270 > th dose independent rect. 15 6
115 349.95 temperature 30.0 10 < th dose independent rect. 4 8
119 350.04 radiation 10.0 270 < th dose dependent rect. 1 21
125 350.20 atmosphere 1015.0 90 < th dose dependent rect. 9 8
128 350.27 temperature 30.0 10 < th dose independent rect. 4 10
134 350.49 precipitation 0.1 270 < th dose independent rect. 2 9
135 350.49 precipitation 0.1 270 < th dose dependent rect. 2 9
139 350.59 radiation 30.0 270 < th dose independent rect. 15 6
140 350.60 wind 7.0 270 < th dose independent rect. 16 14
161 351.22 radiation 40.0 270 < th dose dependent rect. 15 6
162 351.25 atmosphere 1015.0 90 < th dose independent rect. 4 19
165 351.33 temperature 15.0 270 > th dose independent rect. 15 6
167 351.36 temperature 10.0 270 > th dose independent rect. 21 18
169 351.43 radiation 40.0 270 < th dose dependent rect. 1 21
175 351.49 atmosphere 1015.0 270 < th dose independent rect. 2 20
180 351.56 radiation 40.0 270 < th dose independent rect. 14 8
190 351.79 temperature 30.0 270 < th dose dependent rect. 2 9
191 351.82 wind 1.0 270 > th dose independent rect. 15 7
196 351.92 precipitation 0.1 270 < th dose independent rect. 11 15
197 351.92 precipitation 0.1 270 < th dose dependent rect. 11 15
204 352.13 radiation 1.0 10 < th dose independent rect. 23 17
213 352.31 wind 9.0 270 < th dose independent rect. 11 15
220 352.37 radiation 1.0 10 < th dose dependent rect. 23 18
225 352.45 wind 9.0 270 < th dose independent rect. 6 10
238 352.65 temperature 10.0 90 > th dose dependent rect. 18 14
239 352.65 radiation 40.0 270 < th dose dependent rect. 16 15
241 352.73 temperature 10.0 270 > th dose independent rect. 2 9
242 352.73 atmosphere 995.0 270 > th dose independent rect. 2 9
243 352.73 atmosphere 1015.0 270 < th dose independent rect. 2 9
244 352.73 temperature 10.0 270 > th dose independent rect. 11 15
247 352.79 radiation 40.0 270 < th dose independent rect. 2 9
265 353.10 humidity 50.0 270 > th dose independent rect. 2 9
275 353.20 atmosphere 995.0 270 > th dose independent rect. 21 18
277 353.25 atmosphere 995.0 270 > th dose independent rect. 16 14
280 353.28 radiation 20.0 270 < th dose independent rect. 16 14
281 353.29 wind 9.0 270 < th dose independent rect. 2 9
282 353.29 radiation 1.0 270 < th dose dependent sin 0 NA
292 353.46 wind 9.0 270 < th dose dependent rect. 15 6
293 353.50 atmosphere 1015.0 270 < th dose independent rect. 1 22
294 353.51 temperature 10.0 30 > th dose independent rect. 23 5
295 353.51 temperature 30.0 30 < th dose independent rect. 23 5
296 353.51 humidity 50.0 30 > th dose independent rect. 23 5
300 353.51 radiation 1.0 30 < th dose independent rect. 23 5
305 353.51 temperature 10.0 30 > th dose independent rect. 4 19
308 353.51 radiation 1.0 30 < th dose dependent rect. 23 5
318 353.57 wind 1.0 270 < th dose independent rect. 4 1
319 353.59 temperature 25.0 270 > th dose independent sin 4 NA
320 353.61 wind 9.0 30 < th dose independent rect. 23 5
327 353.70 temperature 10.0 270 > th dose independent rect. 6 10
328 353.70 atmosphere 1015.0 270 < th dose independent rect. 6 10
329 353.70 temperature 10.0 270 > th dose independent rect. 16 14
332 353.71 atmosphere 1015.0 270 < th dose independent rect. 16 15
359 353.87 radiation 20.0 90 < th dose dependent rect. 17 6
366 353.95 precipitation 0.1 270 < th dose independent rect. 6 10
368 353.95 precipitation 0.1 270 < th dose dependent rect. 6 10
382 354.11 precipitation 0.1 30 < th dose independent rect. 23 5
384 354.11 precipitation 0.1 30 < th dose dependent rect. 23 5
395 354.29 temperature 10.0 270 > th dose dependent rect. 16 6
402 354.34 radiation 1.0 10 < th dose dependent rect. 23 15
410 354.41 atmosphere 1000.0 270 > th dose independent rect. 23 2
431 354.69 wind 5.0 270 < th dose independent rect. 17 3
449 354.75 radiation 1.0 10 < th dose independent rect. 23 15
464 354.82 humidity 50.0 30 > th dose dependent rect. 23 5
472 354.87 wind 9.0 270 < th dose independent rect. 23 2
473 354.87 temperature 10.0 270 > th dose independent rect. 23 2
474 354.87 temperature 30.0 270 < th dose independent rect. 23 2
475 354.87 humidity 50.0 270 > th dose independent rect. 23 2
479 354.87 radiation 1.0 270 < th dose independent rect. 23 2
485 354.87 wind 9.0 30 < th dose independent rect. 4 19
486 354.87 temperature 10.0 270 > th dose independent rect. 1 22
487 354.87 radiation 1.0 270 < th dose dependent rect. 23 2
535 355.23 atmosphere 1000.0 10 > th dose independent rect. 4 8
541 355.27 wind 1.0 270 > th dose independent rect. 7 9
549 355.35 precipitation 0.1 30 < th dose independent rect. 12 16
550 355.35 precipitation 0.1 30 < th dose dependent rect. 12 16
554 355.37 radiation 1.0 10 < th dose dependent rect. 23 13
560 355.44 precipitation 0.1 270 < th dose independent rect. 23 2
561 355.44 precipitation 0.1 270 < th dose dependent rect. 23 2
565 355.46 atmosphere 995.0 270 > th dose independent rect. 2 20
571 355.52 humidity 50.0 90 > th dose independent rect. 17 6
580 355.59 radiation 1.0 10 < th dose dependent rect. 23 9
593 355.75 precipitation 0.1 10 < th dose independent rect. 4 19
595 355.75 precipitation 0.1 10 < th dose dependent rect. 4 19
608 355.76 radiation 1.0 10 < th dose independent rect. 23 13
612 355.76 temperature 10.0 270 > th dose independent rect. 2 20
622 355.83 radiation 1.0 10 < th dose dependent rect. 23 7
625 355.86 temperature 10.0 270 > th dose independent rect. 21 6
626 355.86 temperature 30.0 270 < th dose independent rect. 21 6
627 355.86 humidity 50.0 270 > th dose independent rect. 21 6
630 355.86 atmosphere 995.0 270 > th dose independent rect. 21 6
631 355.86 radiation 1.0 270 < th dose independent rect. 21 6
637 355.86 radiation 1.0 270 < th dose dependent rect. 21 6
655 355.94 radiation 1.0 720 > th dose independent rect. 18 1
672 355.99 radiation 1.0 10 < th dose independent rect. 23 9
686 356.09 wind 9.0 270 < th dose independent rect. 21 6
691 356.13 wind 1.0 270 < th dose dependent rect. 4 1
692 356.20 wind 9.0 10 < th dose independent rect. 12 16
697 356.26 humidity 70.0 720 < th dose independent rect. 19 1
708 356.26 temperature 30.0 30 < th dose dependent rect. 4 8
721 356.44 precipitation 0.1 10 < th dose independent rect. 4 8
722 356.44 precipitation 0.1 10 < th dose dependent rect. 4 8
744 356.56 humidity 70.0 720 < th dose dependent rect. 19 1
776 356.72 temperature 10.0 10 > th dose independent rect. 4 8
779 356.72 atmosphere 1015.0 10 < th dose independent rect. 4 8
780 356.72 temperature 10.0 10 > th dose independent rect. 12 16
784 356.74 temperature 10.0 270 > th dose dependent rect. 16 14
788 356.80 precipitation 0.1 270 < th dose independent rect. 22 17
791 356.80 precipitation 0.1 270 < th dose dependent rect. 22 17
796 356.85 temperature 25.0 270 < th dose independent sin 4 NA
797 356.85 humidity 50.0 270 > th dose dependent rect. 23 2
801 356.90 radiation 1.0 10 < th dose independent rect. 23 7
835 357.19 wind 9.0 10 < th dose independent rect. 4 8
857 357.36 precipitation 0.1 270 < th dose independent rect. 16 14
858 357.36 precipitation 0.1 270 < th dose dependent rect. 16 14
916 357.52 wind 9.0 30 < th dose dependent rect. 23 5
922 357.56 precipitation 0.1 270 < th dose independent rect. 21 6
923 357.56 precipitation 0.1 270 < th dose dependent rect. 21 6
928 357.61 precipitation 0.1 270 < th dose independent rect. 15 6
931 357.61 precipitation 0.1 270 < th dose dependent rect. 15 6
961 357.88 wind 9.0 270 < th dose independent rect. 2 20
963 357.90 temperature 20.0 270 > th dose independent rect. 17 3