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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os09g0411700

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

Description : PpiC-type peptidyl-prolyl cis-trans isomerase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 14.2 (0.0154) R2 : 0.507
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.862 (0.0398) R2dC : 0.509 R2C : 0.507
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0192 (0.0323) R2dN8 : 0.000491 R2N8 : -0.00227
σ : 0.29
deviance : 38.39
__
_____
C
peak time of C : 19.3
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

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 = 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
31.97 0.266 14.3 -0.851 0.853 0.182 -0.4 -2.28 -0.234 19.3 19.06 1630 -- --
36.75 0.282 14.2 -0.257 0.85 0.172 -0.359 -- -0.0868 19.3 14.78 4509 -- --
32.14 0.264 14.3 -0.824 0.843 0.169 -- -2.32 -0.229 19.3 18.81 2038 -- --
37.15 0.284 14.2 -0.246 0.86 0.167 -- -- -0.0709 19.3 12.47 4400 -- --
67.14 0.382 14.3 -1.35 -- 0.603 -- -5.07 -0.346 -- 25.54 1985 -- --
37.21 0.286 14.2 -0.175 0.861 -- -0.411 -- -0.0369 19.3 -- -- -- --
37.66 0.287 14.2 -0.167 0.86 -- -- -- -0.0377 19.3 -- -- -- --
74.32 0.403 14.2 -0.225 -- 0.338 -- -- -0.0679 -- 25.54 1985 -- --
38.27 0.29 14.2 -- 0.855 0.107 -- -- -0.0319 19.4 12.47 4400 -- --
76.96 0.41 14.2 -0.181 -- -- -- -- -0.0522 -- -- -- -- --
38.39 0.29 14.2 -- 0.862 -- -- -- -0.0192 19.3 -- -- -- --
65.55 0.377 14.2 -- -- 0.637 -- -- -0.0832 -- 24.28 471 -- --
77.83 0.412 14.2 -- -- -- -- -- -0.032 -- -- -- -- --

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 29.42 precipitation 0.1 43200 < th dose independent rect. 20 1
2 29.42 precipitation 0.1 43200 < th dose dependent rect. 20 1
3 29.49 precipitation 0.1 43200 > th dose dependent rect. 20 2
4 29.52 precipitation 0.1 43200 > th dose dependent rect. 14 9
5 29.53 precipitation 0.1 43200 > th dose independent rect. 20 1
7 29.56 precipitation 0.1 43200 < th dose independent rect. 17 5
8 29.56 precipitation 0.1 43200 < th dose dependent rect. 17 5
9 29.58 precipitation 0.1 43200 > th dose independent rect. 17 5
14 29.64 precipitation 0.1 43200 > th dose dependent rect. 14 5
18 29.65 precipitation 0.1 43200 > th dose dependent rect. 18 4
23 29.66 precipitation 0.1 43200 > th dose dependent rect. 17 6
38 29.72 precipitation 0.1 43200 < th dose independent rect. 19 3
39 29.72 precipitation 0.1 43200 < th dose dependent rect. 19 3
53 29.76 precipitation 0.1 43200 > th dose dependent rect. 12 7
91 29.84 precipitation 0.1 43200 > th dose independent rect. 14 4
94 29.86 precipitation 0.1 43200 < th dose independent rect. 15 4
97 29.86 precipitation 0.1 43200 < th dose dependent rect. 15 4
171 30.00 precipitation 0.1 43200 > th dose dependent sin 18 NA
175 30.02 humidity 90.0 14400 > th dose independent rect. 23 1
207 30.10 wind 1.0 14400 < th dose dependent rect. 19 7
224 30.14 wind 1.0 14400 > th dose independent rect. 19 2
228 30.15 radiation 30.0 14400 > th dose independent rect. 7 1
260 30.16 precipitation 0.1 43200 > th dose dependent rect. 15 2
288 30.20 wind 1.0 43200 > th dose independent rect. 2 1
300 30.21 humidity 90.0 43200 > th dose independent rect. 10 1
302 30.23 radiation 20.0 43200 > th dose independent rect. 9 2
307 30.24 wind 1.0 43200 > th dose independent rect. 21 1
317 30.25 wind 1.0 14400 < th dose dependent rect. 23 1
332 30.30 wind 7.0 43200 > th dose independent rect. 3 11
336 30.32 precipitation 0.1 43200 > th dose independent sin 18 NA
337 30.32 precipitation 0.1 43200 < th dose independent sin 18 NA
338 30.32 radiation 10.0 43200 > th dose independent rect. 7 2
341 30.32 precipitation 0.1 43200 < th dose dependent sin 18 NA
345 30.33 radiation 1.0 43200 < th dose dependent rect. 12 2
346 30.33 wind 1.0 14400 < th dose dependent rect. 22 3
352 30.34 radiation 1.0 43200 < th dose independent rect. 13 1
354 30.34 wind 7.0 43200 < th dose independent rect. 3 11
360 30.34 wind 7.0 43200 > th dose independent rect. 1 14
362 30.34 humidity 90.0 43200 > th dose dependent rect. 10 1
364 30.34 wind 1.0 14400 < th dose dependent rect. 20 5
368 30.35 temperature 20.0 4320 < th dose independent rect. 21 1
369 30.35 radiation 1.0 43200 > th dose independent rect. 13 1
376 30.35 wind 7.0 43200 > th dose independent rect. 21 18
399 30.37 wind 7.0 43200 < th dose independent rect. 21 18
442 30.40 radiation 20.0 43200 < th dose dependent rect. 8 6
446 30.41 radiation 10.0 43200 > th dose independent rect. 6 4
449 30.41 wind 1.0 14400 < th dose independent rect. 19 7
485 30.44 radiation 20.0 43200 < th dose dependent rect. 8 3
499 30.46 wind 7.0 43200 > th dose independent rect. 7 7
506 30.47 wind 1.0 43200 < th dose independent rect. 21 1
537 30.50 wind 7.0 43200 < th dose independent rect. 7 7
545 30.51 wind 7.0 43200 > th dose independent sin 5 NA
550 30.51 radiation 10.0 4320 > th dose dependent rect. 7 1
562 30.53 wind 7.0 43200 < th dose independent sin 5 NA
563 30.53 temperature 20.0 4320 > th dose independent rect. 21 1
572 30.54 radiation 10.0 43200 < th dose independent rect. 10 1
581 30.56 humidity 90.0 43200 > th dose independent rect. 10 3
610 30.58 wind 1.0 43200 < th dose independent rect. 19 1
615 30.59 humidity 70.0 43200 > th dose independent rect. 11 1
635 30.62 radiation 10.0 43200 > th dose independent sin 9 NA
636 30.62 wind 1.0 14400 < th dose independent rect. 23 1
639 30.62 atmosphere 1005.0 43200 < th dose dependent rect. 3 1
641 30.63 humidity 90.0 43200 < th dose independent rect. 12 1
645 30.63 wind 3.0 14400 < th dose dependent rect. 21 1
650 30.64 wind 1.0 43200 < th dose independent rect. 2 1
666 30.64 wind 1.0 43200 < th dose dependent rect. 19 1
715 30.68 wind 5.0 43200 > th dose dependent rect. 10 4
728 30.70 wind 7.0 43200 < th dose independent sin 10 NA
735 30.70 wind 9.0 43200 < th dose independent rect. 14 23
737 30.70 humidity 90.0 43200 > th dose dependent rect. 10 3
739 30.71 radiation 10.0 43200 < th dose independent rect. 18 5
741 30.71 radiation 40.0 43200 < th dose independent rect. 16 8
752 30.71 wind 5.0 43200 > th dose dependent rect. 2 13
756 30.72 humidity 90.0 43200 > th dose independent rect. 12 1
770 30.72 radiation 1.0 14400 < th dose dependent rect. 19 10
776 30.73 wind 7.0 43200 > th dose independent sin 10 NA
794 30.73 wind 5.0 43200 > th dose dependent rect. 21 18
796 30.74 humidity 70.0 43200 < th dose independent rect. 11 1
799 30.74 radiation 30.0 43200 < th dose independent rect. 5 2
801 30.74 wind 1.0 14400 > th dose independent rect. 19 7
807 30.74 humidity 80.0 43200 > th dose dependent rect. 12 1
848 30.77 wind 9.0 43200 > th dose independent rect. 14 23
856 30.78 precipitation 0.1 43200 > th dose independent rect. 10 1
857 30.78 precipitation 0.1 43200 < th dose independent rect. 10 1
862 30.78 wind 7.0 43200 < th dose independent rect. 19 11
866 30.78 precipitation 0.1 43200 > th dose dependent rect. 10 1
867 30.78 precipitation 0.1 43200 < th dose dependent rect. 10 1
868 30.78 wind 1.0 43200 < th dose dependent rect. 19 3
884 30.79 wind 7.0 43200 > th dose dependent rect. 19 20
890 30.80 humidity 90.0 14400 > th dose independent rect. 20 8
903 30.81 wind 3.0 14400 > th dose independent rect. 13 1
905 30.81 wind 7.0 43200 > th dose independent rect. 19 11
974 30.84 radiation 40.0 4320 < th dose dependent rect. 7 1
986 30.85 wind 7.0 43200 > th dose independent rect. 11 1
987 30.85 humidity 90.0 43200 < th dose independent rect. 10 1
988 30.85 radiation 1.0 43200 > th dose independent rect. 4 1