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Os10g0521500

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 : 8.35 (0.0361) R2 : 0.733
β1 : -1.45 (0.141) R2dD : 0.0763 R2D : 0.0372
β2 : 2.71 (0.0864) R2dC : 0.596 R2C : 0.648
β3 : -1.76 (0.209) R2dE : 0.0534 R2E : 0.0595
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0776 (0.0796) R2dN8 : 0.000628 R2N8 : -0.00742
σ : 0.665
deviance : 203.6
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_____
C
peak time of C : 10.6
E
wheather : radiation
threshold : 0.36
memory length : 1468
response mode : < th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
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 = 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
196.29 0.658 8.4 -1.81 2.77 -0.934 1.23 3.25 -0.109 10.6 0.1194 1466 -- --
199.22 0.657 8.34 -1.5 2.83 -1.74 1.05 -- -0.0825 10.6 0.3488 1453 -- --
197.21 0.654 8.42 -1.89 3.05 -1.03 -- 3.88 -0.133 10.6 0.04408 1330 -- --
203.6 0.665 8.35 -1.45 2.71 -1.76 -- -- -0.0776 10.6 0.36 1468 -- --
304.15 0.817 8.38 -1.09 -- -1.98 -- -0.339 0.0828 -- 2.041 1631 -- --
232.33 0.715 8.3 -1.04 2.83 -- 0.947 -- 0.135 10.6 -- -- -- --
236.04 0.719 8.3 -1.01 2.83 -- -- -- 0.137 10.6 -- -- -- --
298.74 0.805 8.4 -0.857 -- -2.04 -- -- 0.0333 -- 5.534 2 -- --
251.99 0.739 8.33 -- 2.76 -0.954 -- -- 0.14 10.5 0.49 1507 -- --
728.74 1.26 8.37 -1.06 -- -- -- -- 0.124 -- -- -- -- --
262.67 0.758 8.27 -- 2.84 -- -- -- 0.249 10.6 -- -- -- --
325.96 0.841 8.36 -- -- -2.06 -- -- 0.165 -- 5.865 2 -- --
758.25 1.29 8.34 -- -- -- -- -- 0.241 -- -- -- -- --

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
1 190.82 radiation 1.0 720 < th dose dependent rect. 7 12
6 193.14 radiation 1.0 720 < th dose independent rect. 8 11
8 193.82 radiation 1.0 720 < th dose dependent rect. 22 21
11 193.94 radiation 1.0 1440 < th dose dependent rect. 8 17
13 193.95 radiation 1.0 1440 < th dose dependent rect. 8 19
24 194.44 humidity 80.0 1440 > th dose independent rect. 11 2
43 194.69 humidity 80.0 1440 < th dose independent rect. 11 2
55 195.34 radiation 1.0 1440 < th dose independent rect. 8 17
56 195.34 radiation 1.0 1440 < th dose dependent sin 20 NA
58 195.35 radiation 1.0 1440 < th dose independent rect. 8 19
70 195.44 radiation 1.0 1440 > th dose independent rect. 8 11
82 195.55 humidity 80.0 1440 > th dose independent rect. 10 4
107 195.95 radiation 10.0 4320 < th dose independent rect. 19 10
135 196.16 radiation 1.0 4320 > th dose independent rect. 4 1
145 196.16 radiation 1.0 4320 > th dose dependent rect. 4 1
157 196.21 radiation 1.0 1440 < th dose independent rect. 10 2
158 196.21 radiation 1.0 1440 < th dose dependent rect. 10 2
225 196.87 radiation 10.0 4320 < th dose independent rect. 4 1
237 196.91 radiation 1.0 1440 < th dose independent sin 19 NA
241 197.01 radiation 1.0 1440 > th dose independent sin 19 NA
245 197.02 radiation 10.0 4320 < th dose independent rect. 2 3
246 197.08 atmosphere 995.0 43200 > th dose independent sin 13 NA
247 197.08 atmosphere 995.0 43200 < th dose independent sin 13 NA
268 197.27 humidity 80.0 1440 > th dose dependent rect. 11 2
271 197.28 atmosphere 995.0 43200 < th dose dependent rect. 15 10
276 197.32 atmosphere 995.0 43200 > th dose independent rect. 16 16
291 197.37 atmosphere 995.0 43200 < th dose independent rect. 16 16
309 197.48 humidity 50.0 14400 < th dose independent rect. 13 1
328 197.64 wind 1.0 43200 > th dose independent rect. 7 1
346 197.81 humidity 50.0 14400 > th dose independent rect. 13 1
356 197.84 radiation 10.0 4320 < th dose dependent rect. 19 10
362 197.87 atmosphere 995.0 43200 < th dose dependent rect. 16 8
366 197.91 atmosphere 995.0 43200 < th dose dependent rect. 17 6
369 197.93 humidity 50.0 14400 > th dose independent rect. 10 4
380 197.93 atmosphere 995.0 43200 < th dose dependent rect. 18 4
382 197.96 atmosphere 995.0 43200 < th dose independent rect. 18 5
387 198.03 atmosphere 995.0 43200 > th dose independent rect. 16 14
390 198.05 atmosphere 995.0 43200 < th dose independent rect. 17 9
391 198.06 atmosphere 995.0 43200 > th dose independent rect. 18 5
394 198.08 atmosphere 995.0 43200 > th dose independent rect. 17 9
395 198.08 atmosphere 995.0 43200 < th dose independent rect. 16 13
405 198.18 humidity 50.0 14400 > th dose independent rect. 10 1
411 198.22 humidity 50.0 14400 < th dose independent rect. 9 5
431 198.40 humidity 50.0 14400 < th dose independent rect. 10 1
432 198.40 humidity 50.0 14400 > th dose independent rect. 7 7
434 198.40 humidity 50.0 14400 > th dose independent rect. 3 11
435 198.40 humidity 50.0 14400 > th dose independent rect. 1 13
436 198.40 humidity 50.0 14400 > th dose independent rect. 21 17
472 198.61 humidity 50.0 14400 < th dose dependent rect. 10 1
492 198.69 radiation 10.0 4320 < th dose dependent rect. 4 1
494 198.70 radiation 1.0 1440 < th dose independent rect. 8 4
495 198.70 radiation 1.0 1440 < th dose dependent rect. 8 4
497 198.71 radiation 1.0 1440 < th dose independent rect. 8 6
500 198.71 radiation 1.0 1440 < th dose dependent rect. 8 6
513 198.85 radiation 10.0 4320 < th dose independent rect. 22 7
542 199.02 radiation 10.0 4320 < th dose dependent rect. 2 3
570 199.17 radiation 1.0 1440 > th dose independent rect. 8 6
571 199.18 humidity 50.0 14400 < th dose independent sin 8 NA
670 199.62 humidity 80.0 1440 > th dose dependent rect. 10 4
677 199.66 humidity 50.0 14400 > th dose independent sin 7 NA
776 199.95 wind 5.0 43200 > th dose independent rect. 15 6
780 199.98 wind 3.0 43200 > th dose dependent rect. 17 1
782 199.99 wind 5.0 43200 < th dose independent rect. 15 6
791 200.08 radiation 1.0 1440 > th dose independent rect. 10 2
794 200.09 precipitation 0.1 43200 > th dose independent rect. 23 1
796 200.09 precipitation 0.1 43200 > th dose dependent rect. 23 1
800 200.11 radiation 1.0 1440 < th dose dependent rect. 2 23
814 200.13 radiation 1.0 1440 < th dose dependent no NA NA
847 200.16 wind 5.0 43200 > th dose dependent rect. 15 5
853 200.17 wind 1.0 43200 < th dose independent rect. 7 1
886 200.24 wind 3.0 43200 > th dose dependent rect. 15 3
888 200.25 wind 5.0 43200 < th dose independent rect. 17 1
898 200.32 radiation 1.0 1440 < th dose dependent rect. 11 23
920 200.38 precipitation 0.1 43200 < th dose independent rect. 23 1
921 200.38 precipitation 0.1 43200 < th dose dependent rect. 23 1
968 200.62 radiation 1.0 1440 < th dose dependent rect. 18 23
972 200.64 wind 5.0 43200 < th dose independent rect. 13 8
975 200.65 wind 5.0 43200 > th dose independent rect. 13 8