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Os01g0885600

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

Description : Esterase/lipase/thioesterase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.87 (0.0284) R2 : 0.933
β1 : -2.99 (0.104) R2dD : 0.125 R2D : 0.102
β2 : 4.51 (0.0728) R2dC : 0.619 R2C : 0.294
β3 : 3.76 (0.0652) R2dE : 0.529 R2E : 0.195
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.483 (0.0606) R2dN8 : 0.0123 R2N8 : -0.00968
σ : 0.531
deviance : 129.78
__
_____
C
peak time of C : 9.33
E
wheather : radiation
threshold : 6.297
memory length : 242
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 4.72
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
125.77 0.527 8.88 -2.99 4.58 4.11 -0.101 -1.12 -0.485 9.65 6.337 266 5.01 --
129.62 0.53 8.87 -2.99 4.56 4.15 0.506 -- -0.472 9.7 6.181 265 4.96 --
125.56 0.522 8.88 -3 4.57 4.1 -- -1.1 -0.486 9.65 5.784 259 4.88 --
129.78 0.531 8.87 -2.99 4.51 3.76 -- -- -0.483 9.33 6.297 242 4.72 --
149.44 0.569 9.04 -3.08 -- 5.92 -- -0.174 -0.52 -- 3.286 664 4.37 --
168.46 0.608 8.89 -2.98 5.48 -- -0.475 -- -0.537 6.18 -- -- -- --
169.01 0.609 8.89 -2.99 5.48 -- -- -- -0.535 6.18 -- -- -- --
146.57 0.564 8.99 -2.9 -- 6.04 -- -- -0.425 -- 2.924 678 4.62 --
365.58 0.891 8.82 -- 4.57 3.93 -- -- -0.187 9.53 14.71 215 4.71 --
1725.89 1.94 8.98 -2.83 -- -- -- -- -0.414 -- -- -- -- --
404.03 0.94 8.81 -- 5.44 -- -- -- -0.202 6.21 -- -- -- --
363.02 0.887 8.92 -- -- 6.12 -- -- -0.11 -- 0.6249 697 4.64 --
1937.76 2.05 8.91 -- -- -- -- -- -0.0994 -- -- -- -- --

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
1 125.67 temperature 10.0 90 > th dose dependent rect. 6 19
2 125.69 humidity 50.0 270 > th dose dependent rect. 9 20
3 125.70 atmosphere 1015.0 270 < th dose dependent rect. 5 4
7 127.63 temperature 10.0 270 > th dose dependent rect. 5 4
8 127.68 radiation 10.0 270 < th dose dependent sin 11 NA
10 127.79 radiation 1.0 270 < th dose independent sin 11 NA
11 127.97 temperature 10.0 270 > th dose dependent rect. 4 6
13 128.14 temperature 10.0 270 > th dose dependent rect. 4 20
18 128.53 temperature 15.0 10 > th dose dependent rect. 6 6
23 128.85 atmosphere 1010.0 270 < th dose independent rect. 5 4
45 129.96 radiation 1.0 270 > th dose independent sin 11 NA
50 130.25 humidity 60.0 270 > th dose independent rect. 10 19
54 130.35 wind 9.0 270 < th dose dependent rect. 5 4
71 131.28 wind 5.0 270 < th dose independent rect. 5 4
75 131.42 atmosphere 1015.0 10 < th dose dependent rect. 6 6
76 131.44 atmosphere 1015.0 270 < th dose dependent rect. 7 1
77 131.45 humidity 90.0 90 < th dose independent rect. 6 15
83 131.64 radiation 1.0 270 > th dose independent rect. 18 15
85 131.67 temperature 20.0 270 > th dose independent rect. 5 5
90 131.91 humidity 50.0 10 > th dose dependent rect. 11 19
96 132.08 precipitation 0.1 270 < th dose independent rect. 15 10
97 132.08 precipitation 0.1 270 < th dose dependent rect. 15 10
100 132.17 temperature 20.0 10 > th dose independent rect. 6 6
110 132.46 humidity 50.0 10 > th dose dependent rect. 10 21
116 132.54 atmosphere 1015.0 270 < th dose dependent rect. 5 16
120 132.65 wind 7.0 10 < th dose independent rect. 6 6
121 132.66 radiation 1.0 270 > th dose independent rect. 16 18
123 132.73 humidity 90.0 90 < th dose independent rect. 6 5
129 132.88 temperature 15.0 270 > th dose independent rect. 5 14
136 132.97 radiation 1.0 270 > th dose independent rect. 5 4
152 133.17 temperature 10.0 90 > th dose dependent rect. 6 15
158 133.29 precipitation 0.1 270 < th dose independent rect. 5 4
159 133.29 precipitation 0.1 270 < th dose dependent rect. 5 4
175 133.49 humidity 50.0 270 > th dose independent rect. 5 4
176 133.49 atmosphere 995.0 270 > th dose independent rect. 5 4
178 133.49 temperature 10.0 270 > th dose independent rect. 9 20
188 133.72 wind 3.0 270 < th dose independent rect. 6 2
193 133.84 atmosphere 995.0 270 > th dose dependent rect. 9 7
203 134.01 atmosphere 1015.0 10 < th dose dependent rect. 6 15
204 134.04 temperature 30.0 270 < th dose independent rect. 5 4
227 134.39 temperature 20.0 10 > th dose dependent rect. 19 17
233 134.49 temperature 20.0 10 > th dose dependent rect. 16 20
237 134.54 atmosphere 995.0 270 > th dose independent rect. 9 20
245 134.63 wind 9.0 10 < th dose dependent rect. 6 6
248 134.70 temperature 10.0 10 > th dose dependent rect. 6 15
250 134.73 radiation 1.0 270 < th dose dependent rect. 20 23
265 135.00 temperature 10.0 270 > th dose dependent rect. 15 9
270 135.10 temperature 20.0 90 > th dose independent rect. 6 19
285 135.26 radiation 1.0 270 < th dose dependent rect. 17 18
289 135.36 atmosphere 1010.0 270 < th dose independent rect. 7 1
290 135.40 radiation 1.0 270 > th dose independent rect. 6 2
317 135.78 precipitation 0.1 270 < th dose independent rect. 4 6
318 135.78 precipitation 0.1 270 < th dose dependent rect. 4 6
322 135.82 atmosphere 995.0 90 > th dose independent rect. 11 19
325 135.85 humidity 70.0 270 > th dose independent rect. 6 2
341 135.99 precipitation 0.1 270 < th dose independent rect. 6 2
342 135.99 precipitation 0.1 270 < th dose dependent rect. 6 2
346 136.02 radiation 1.0 270 > th dose dependent rect. 16 17
348 136.05 radiation 1.0 270 < th dose independent rect. 20 23
350 136.07 temperature 30.0 270 < th dose independent rect. 10 19
358 136.16 wind 9.0 270 < th dose independent rect. 9 20
363 136.21 temperature 20.0 10 > th dose independent rect. 6 19
366 136.22 temperature 10.0 270 > th dose independent rect. 6 2
368 136.22 temperature 30.0 270 < th dose independent rect. 6 2
369 136.22 humidity 50.0 270 > th dose independent rect. 6 2
371 136.22 atmosphere 995.0 270 > th dose independent rect. 6 2
373 136.22 temperature 10.0 270 > th dose independent rect. 8 22
375 136.24 radiation 1.0 270 < th dose independent rect. 7 22
379 136.27 atmosphere 995.0 270 > th dose independent rect. 4 6
381 136.27 temperature 10.0 270 > th dose independent rect. 10 18
384 136.29 humidity 50.0 270 > th dose independent rect. 4 6
409 136.51 radiation 1.0 270 < th dose dependent rect. 7 22
413 136.54 radiation 1.0 270 < th dose dependent rect. 17 12
422 136.59 atmosphere 995.0 270 > th dose independent rect. 1 14
426 136.62 humidity 90.0 10 < th dose independent rect. 6 15
455 136.79 precipitation 0.1 720 < th dose independent rect. 22 19
456 136.79 precipitation 0.1 720 < th dose dependent rect. 22 19
461 136.85 radiation 40.0 270 < th dose independent rect. 6 2
463 136.86 humidity 90.0 90 < th dose independent rect. 16 19
478 137.00 humidity 90.0 90 < th dose independent rect. 18 16
488 137.09 wind 7.0 90 < th dose independent rect. 6 14
491 137.13 radiation 40.0 270 < th dose independent rect. 5 4
515 137.23 humidity 60.0 270 > th dose independent rect. 24 15
525 137.33 wind 1.0 270 > th dose independent rect. 15 10
531 137.35 radiation 1.0 270 > th dose dependent rect. 17 15
539 137.42 humidity 90.0 10 < th dose independent rect. 6 6
541 137.43 wind 9.0 90 < th dose dependent rect. 6 14
543 137.43 atmosphere 995.0 270 > th dose dependent rect. 9 20
549 137.47 humidity 50.0 270 > th dose dependent rect. 18 11
553 137.51 radiation 1.0 270 < th dose independent rect. 17 12
557 137.52 radiation 1.0 270 > th dose independent rect. 15 23
570 137.55 temperature 20.0 10 > th dose independent rect. 6 21
580 137.66 humidity 90.0 270 < th dose independent rect. 6 3
590 137.74 temperature 10.0 270 > th dose independent rect. 15 10
591 137.74 temperature 10.0 270 > th dose independent rect. 1 14
592 137.74 atmosphere 1015.0 270 < th dose independent rect. 1 14
599 137.79 precipitation 0.1 270 < th dose independent rect. 9 20
600 137.79 radiation 1.0 270 > th dose independent rect. 13 22
602 137.79 precipitation 0.1 270 < th dose dependent rect. 9 20
605 137.82 humidity 70.0 270 > th dose independent rect. 18 11
637 138.04 atmosphere 995.0 90 > th dose dependent rect. 11 19
654 138.19 wind 9.0 270 < th dose independent rect. 15 10
677 138.28 precipitation 0.1 270 < th dose independent rect. 5 15
679 138.28 precipitation 0.1 270 < th dose dependent rect. 5 15
692 138.39 radiation 40.0 270 < th dose independent rect. 15 10
694 138.41 atmosphere 995.0 270 > th dose dependent rect. 24 15
696 138.42 wind 9.0 270 < th dose independent rect. 10 18
702 138.48 radiation 1.0 720 < th dose independent rect. 1 17
714 138.59 radiation 1.0 720 < th dose independent rect. 1 20
717 138.63 radiation 40.0 270 < th dose independent rect. 10 18
723 138.66 radiation 40.0 270 < th dose independent rect. 9 20
758 138.86 humidity 60.0 270 > th dose independent rect. 10 5
768 138.91 humidity 60.0 10 > th dose independent rect. 11 19
783 139.00 radiation 1.0 270 < th dose dependent rect. 20 15
789 139.03 temperature 25.0 30 > th dose independent rect. 16 20
795 139.07 humidity 50.0 720 > th dose dependent rect. 10 3
810 139.16 wind 1.0 90 > th dose independent rect. 6 5
811 139.16 atmosphere 1000.0 270 > th dose independent rect. 10 5
821 139.20 temperature 30.0 90 < th dose dependent rect. 10 20
823 139.21 temperature 20.0 10 > th dose dependent rect. 23 13
860 139.43 radiation 1.0 270 > th dose dependent rect. 6 2
875 139.50 humidity 90.0 90 < th dose dependent rect. 18 17
876 139.51 temperature 30.0 270 < th dose independent rect. 18 11
883 139.54 precipitation 0.1 270 < th dose independent rect. 1 14
885 139.54 precipitation 0.1 270 < th dose dependent rect. 1 14
902 139.62 temperature 25.0 10 > th dose dependent sin 9 NA
913 139.68 precipitation 0.1 90 < th dose independent rect. 11 19
914 139.68 precipitation 0.1 90 < th dose dependent rect. 11 19
924 139.75 atmosphere 1015.0 720 < th dose independent rect. 22 19
929 139.77 humidity 50.0 270 > th dose dependent rect. 6 2
936 139.79 temperature 15.0 720 > th dose independent rect. 1 21
947 139.84 radiation 1.0 720 < th dose independent rect. 1 12
951 139.86 radiation 1.0 720 < th dose independent rect. 1 10
957 139.87 atmosphere 1010.0 270 < th dose independent rect. 5 16
960 139.88 radiation 1.0 720 < th dose dependent rect. 1 20
996 140.04 wind 1.0 270 > th dose independent rect. 10 18