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Os02g0567800

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 : 7.56 (0.0245) R2 : 0.595
β1 : 0.985 (0.0899) R2dD : 0.112 R2D : 0.0793
β2 : 1.18 (0.0615) R2dC : 0.328 R2C : 0.311
β3 : 6.86 (0.462) R2dE : 0.196 R2E : 0.155
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0968 (0.0523) R2dN8 : 0.00396 R2N8 : -0.00691
σ : 0.458
deviance : 96.64
__
_____
C
peak time of C : 8.55
E
wheather : wind
threshold : 9.609
memory length : 7
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 = wind, 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
97.34 0.46 7.56 0.912 1.21 -0.439 -0.159 -21.4 0.00933 8.45 10.44 10 -- --
100.27 0.466 7.48 1.15 1.22 6.31 -0.0532 -- 0.116 8.66 9.6 7 -- --
96.63 0.458 7.55 0.939 1.18 -0.27 -- -20.9 0.0945 8.53 10.41 6 -- --
96.64 0.458 7.56 0.985 1.18 6.86 -- -- 0.0968 8.55 9.609 7 -- --
174.22 0.615 7.58 0.942 -- -0.288 -- -20.2 0.104 -- 10.52 6 -- --
142.65 0.56 7.57 0.885 1.15 -- 0.236 -- 0.0667 8.76 -- -- -- --
142.83 0.56 7.57 0.892 1.15 -- -- -- 0.0664 8.72 -- -- -- --
174.22 0.615 7.59 0.986 -- 6.58 -- -- 0.104 -- 9.638 7 -- --
122.06 0.515 7.59 -- 1.18 6.49 -- -- -0.0161 8.48 9.609 7 -- --
217.24 0.689 7.6 0.894 -- -- -- -- 0.0758 -- -- -- -- --
163.81 0.599 7.59 -- 1.15 -- -- -- -0.0329 8.66 -- -- -- --
199.72 0.658 7.62 -- -- 6.22 -- -- -0.00599 -- 9.644 7 -- --
238.34 0.721 7.62 -- -- -- -- -- -0.0234 -- -- -- -- --

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 96.37 wind 9.0 10 > th dose independent rect. 15 1
9 96.37 wind 9.0 10 > th dose dependent rect. 15 1
41 100.23 wind 9.0 30 > th dose dependent rect. 15 11
149 106.11 wind 9.0 30 > th dose independent rect. 15 11
249 107.93 wind 9.0 30 > th dose dependent sin 14 NA
288 119.20 wind 9.0 30 > th dose independent sin 14 NA
301 122.79 atmosphere 1000.0 90 > th dose dependent rect. 3 6
302 122.80 atmosphere 1000.0 270 > th dose dependent rect. 3 4
304 123.02 wind 9.0 30 < th dose independent sin 16 NA
315 123.87 wind 1.0 270 > th dose independent rect. 11 22
330 124.71 wind 1.0 270 > th dose independent rect. 12 19
331 124.78 wind 5.0 270 < th dose independent rect. 3 4
337 124.85 temperature 10.0 270 > th dose dependent rect. 3 4
340 124.97 precipitation 0.1 270 < th dose independent rect. 3 13
341 124.97 precipitation 0.1 270 < th dose dependent rect. 3 13
345 125.04 wind 1.0 90 > th dose independent rect. 14 19
347 125.08 radiation 30.0 1440 < th dose independent rect. 12 1
353 125.33 wind 1.0 10 > th dose independent rect. 15 19
354 125.37 precipitation 0.1 270 < th dose independent rect. 3 4
356 125.37 precipitation 0.1 270 < th dose dependent rect. 3 4
361 125.43 humidity 80.0 270 > th dose independent rect. 3 4
369 125.53 atmosphere 1005.0 270 > th dose independent rect. 3 4
374 125.62 atmosphere 995.0 270 > th dose independent rect. 7 20
375 125.63 wind 9.0 10 < th dose independent rect. 10 18
377 125.63 wind 9.0 270 < th dose dependent rect. 3 4
381 125.66 radiation 20.0 4320 < th dose independent rect. 17 12
388 125.73 humidity 50.0 270 > th dose independent rect. 7 20
397 125.77 temperature 10.0 270 > th dose independent rect. 3 4
399 125.77 temperature 30.0 270 < th dose independent rect. 3 4
400 125.77 humidity 50.0 270 > th dose independent rect. 3 4
402 125.77 atmosphere 995.0 270 > th dose independent rect. 3 4
403 125.77 atmosphere 1015.0 270 < th dose independent rect. 3 4
404 125.77 radiation 40.0 270 < th dose independent rect. 3 4
405 125.77 temperature 10.0 270 > th dose independent rect. 7 20
408 125.78 wind 1.0 270 > th dose independent rect. 3 4
414 125.89 precipitation 0.1 270 < th dose independent rect. 11 22
416 125.89 precipitation 0.1 270 < th dose dependent rect. 11 22
461 126.05 atmosphere 995.0 90 > th dose independent rect. 9 19
468 126.08 atmosphere 995.0 90 > th dose dependent rect. 14 19
471 126.13 wind 5.0 10 < th dose independent rect. 4 6
473 126.17 temperature 30.0 90 < th dose independent rect. 9 19
474 126.17 radiation 40.0 270 < th dose dependent rect. 3 4
476 126.18 radiation 20.0 270 < th dose independent rect. 16 11
478 126.20 radiation 20.0 1440 > th dose independent rect. 12 1
484 126.25 wind 9.0 270 < th dose independent rect. 3 13
493 126.27 temperature 10.0 90 > th dose independent rect. 9 19
496 126.29 temperature 10.0 270 > th dose independent rect. 16 11
498 126.29 temperature 10.0 270 > th dose independent rect. 3 13
499 126.29 atmosphere 1015.0 270 < th dose independent rect. 3 13
502 126.33 precipitation 0.1 270 < th dose independent rect. 7 20
504 126.33 precipitation 0.1 270 < th dose dependent rect. 7 20
520 126.42 radiation 40.0 270 < th dose dependent rect. 16 11
528 126.46 radiation 40.0 1440 < th dose dependent rect. 12 1
540 126.57 precipitation 0.1 90 < th dose independent rect. 14 19
541 126.57 wind 9.0 270 < th dose independent rect. 7 20
543 126.57 precipitation 0.1 90 < th dose dependent rect. 14 19
544 126.58 wind 9.0 270 < th dose independent rect. 16 11
547 126.63 humidity 90.0 10 < th dose independent rect. 2 7
552 126.64 radiation 10.0 1440 > th dose dependent rect. 12 1
556 126.66 temperature 30.0 270 < th dose independent rect. 7 20
557 126.67 humidity 50.0 90 > th dose independent rect. 9 19
558 126.67 wind 9.0 270 < th dose independent rect. 11 22
560 126.71 atmosphere 995.0 270 > th dose independent rect. 16 11
566 126.79 temperature 30.0 270 < th dose independent rect. 9 2
570 126.82 humidity 70.0 30 < th dose independent rect. 15 1
571 126.82 temperature 10.0 270 > th dose independent rect. 9 2
572 126.82 atmosphere 995.0 270 > th dose independent rect. 9 2
573 126.82 atmosphere 1015.0 270 < th dose independent rect. 9 2
575 126.82 temperature 10.0 270 > th dose independent rect. 11 22
576 126.83 humidity 50.0 270 > th dose dependent rect. 3 4
578 126.84 humidity 50.0 270 > th dose independent rect. 9 2
584 126.88 wind 9.0 270 < th dose independent rect. 9 2
585 126.88 precipitation 0.1 270 < th dose independent rect. 9 2
586 126.88 precipitation 0.1 270 < th dose dependent rect. 9 2
590 126.89 precipitation 0.1 90 < th dose independent rect. 9 19
591 126.89 precipitation 0.1 90 < th dose dependent rect. 9 19
595 126.91 atmosphere 995.0 10 > th dose independent rect. 10 18
611 126.96 temperature 30.0 10 < th dose independent rect. 4 6
613 126.97 precipitation 0.1 10 < th dose independent rect. 4 6
615 126.97 precipitation 0.1 10 < th dose dependent rect. 4 6
623 127.01 precipitation 0.1 270 < th dose independent rect. 12 19
624 127.01 precipitation 0.1 270 < th dose dependent rect. 12 19
625 127.02 wind 1.0 270 > th dose independent rect. 9 2
642 127.10 wind 1.0 90 > th dose independent rect. 9 5
643 127.10 temperature 10.0 90 > th dose independent rect. 9 5
644 127.10 atmosphere 995.0 90 > th dose independent rect. 9 5
645 127.10 atmosphere 1015.0 90 < th dose independent rect. 9 5
647 127.10 temperature 10.0 90 > th dose independent rect. 14 19
652 127.12 humidity 50.0 90 > th dose independent rect. 9 5
654 127.13 precipitation 0.1 90 < th dose independent rect. 9 5
656 127.13 precipitation 0.1 90 < th dose dependent rect. 9 5
659 127.14 temperature 10.0 10 > th dose independent rect. 4 6
661 127.14 humidity 50.0 10 > th dose independent rect. 4 6
662 127.14 atmosphere 995.0 10 > th dose independent rect. 4 6
663 127.14 atmosphere 1015.0 10 < th dose independent rect. 4 6
665 127.14 temperature 10.0 10 > th dose independent rect. 10 18
666 127.14 atmosphere 1015.0 90 < th dose independent rect. 9 19
669 127.16 atmosphere 995.0 10 > th dose dependent rect. 15 18
671 127.18 atmosphere 1015.0 270 < th dose independent rect. 7 20
691 127.22 atmosphere 1005.0 14400 < th dose dependent rect. 17 3
701 127.26 atmosphere 1005.0 14400 < th dose independent rect. 6 5
714 127.28 wind 9.0 90 < th dose independent rect. 9 5
727 127.30 wind 9.0 270 < th dose independent rect. 12 19
729 127.31 wind 9.0 90 < th dose independent rect. 14 19
755 127.37 temperature 30.0 270 < th dose independent rect. 7 5
757 127.37 radiation 40.0 90 < th dose independent rect. 14 19
769 127.38 atmosphere 995.0 270 > th dose dependent rect. 12 19
770 127.39 atmosphere 1005.0 14400 > th dose independent rect. 6 5
792 127.41 atmosphere 1005.0 14400 < th dose dependent rect. 16 16
807 127.43 wind 1.0 10 > th dose independent rect. 15 16
811 127.43 atmosphere 1005.0 14400 < th dose dependent rect. 16 13
825 127.45 atmosphere 1005.0 14400 < th dose dependent sin 16 NA
866 127.47 atmosphere 1005.0 14400 < th dose dependent rect. 6 18
877 127.48 atmosphere 1005.0 14400 < th dose dependent rect. 9 15
889 127.49 atmosphere 1005.0 14400 < th dose dependent rect. 11 13
926 127.50 precipitation 0.1 10 < th dose independent rect. 10 18
944 127.50 precipitation 0.1 10 < th dose dependent rect. 10 18
969 127.51 atmosphere 1005.0 14400 < th dose dependent rect. 9 20
973 127.51 atmosphere 1005.0 14400 < th dose dependent rect. 11 21
984 127.52 atmosphere 1005.0 14400 < th dose dependent no NA NA
992 127.52 atmosphere 1005.0 14400 < th dose dependent rect. 11 18