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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.

Os01g0795100

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

Description : Similar to Subtilase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.37 (0.0206) R2 : 0.000238
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0143 (0.0434) R2dN8 : 0.000308 R2N8 : 0.000238
σ : 0.388
deviance : 69.18
__
_____
C
peak time of C : --
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 = wind, response mode = > th, dose dependency = dose independent, 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
63.59 0.375 3.42 0.103 0.219 0.307 -0.204 2.16 -0.0595 7.29 5.141 4386 -- --
64.45 0.374 3.35 0.251 0.216 0.308 -0.139 -- 0.038 8.03 4.611 14142 -- --
63.66 0.372 3.42 0.105 0.216 0.306 -- 2.17 -0.0615 7.47 5.1 4447 -- --
64.33 0.374 3.35 0.295 0.236 0.384 -- -- 0.0492 8.14 4.9 14140 -- --
66.19 0.379 3.42 0.111 -- 0.334 -- 2.15 -0.0514 -- 5.13 4334 -- --
66.27 0.382 3.37 0.0862 0.223 -- -0.134 -- -0.00826 7.67 -- -- -- --
66.3 0.381 3.37 0.0835 0.222 -- -- -- -0.0077 7.94 -- -- -- --
67.14 0.382 3.36 0.293 -- 0.39 -- -- 0.0587 -- 4.825 14344 -- --
65.89 0.378 3.36 -- 0.218 0.167 -- -- 0.00518 7.9 5.098 16610 -- --
68.99 0.388 3.37 0.0858 -- -- -- -- -0.00478 -- -- -- -- --
66.49 0.381 3.37 -- 0.223 -- -- -- -0.017 7.91 -- -- -- --
68.42 0.387 3.37 -- -- -0.124 -- -- -0.0156 -- 4.9 14344 -- --
69.18 0.388 3.37 -- -- -- -- -- -0.0143 -- -- -- -- --

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 56.52 radiation 1.0 43200 < th dose dependent rect. 3 1
2 57.36 atmosphere 1005.0 90 > th dose dependent rect. 2 1
5 57.58 atmosphere 1005.0 30 > th dose independent rect. 2 1
12 57.66 atmosphere 1000.0 30 > th dose independent rect. 3 23
13 57.67 wind 3.0 30 < th dose independent rect. 2 1
15 57.69 temperature 25.0 30 < th dose independent rect. 2 1
24 57.75 wind 9.0 1440 < th dose independent rect. 3 1
25 57.75 temperature 10.0 1440 > th dose independent rect. 3 1
28 57.75 temperature 30.0 1440 < th dose independent rect. 3 1
32 57.75 humidity 50.0 1440 > th dose independent rect. 3 1
41 57.75 atmosphere 995.0 1440 > th dose independent rect. 3 1
42 57.75 radiation 1.0 1440 < th dose independent rect. 3 1
62 57.75 temperature 10.0 1440 > th dose independent rect. 4 23
65 57.75 wind 7.0 30 < th dose dependent rect. 2 1
76 57.76 temperature 10.0 30 > th dose independent rect. 2 1
79 57.76 humidity 50.0 30 > th dose independent rect. 2 1
83 57.76 atmosphere 1010.0 30 < th dose independent rect. 2 1
85 57.76 radiation 1.0 30 < th dose independent rect. 2 1
90 57.76 precipitation 0.1 30 < th dose independent rect. 2 1
91 57.76 temperature 10.0 30 > th dose independent rect. 3 23
92 57.76 temperature 10.0 30 > th dose dependent rect. 2 1
93 57.76 radiation 1.0 30 < th dose dependent rect. 2 1
98 57.76 precipitation 0.1 30 < th dose dependent rect. 2 1
102 57.82 humidity 50.0 30 > th dose dependent rect. 2 1
108 57.85 temperature 30.0 30 < th dose dependent rect. 2 1
110 57.93 wind 1.0 30 > th dose independent rect. 2 1
116 58.02 atmosphere 1015.0 30 < th dose dependent rect. 2 1
173 58.94 precipitation 0.1 30 < th dose independent rect. 3 23
174 58.94 precipitation 0.1 30 < th dose dependent rect. 3 23
181 59.16 wind 9.0 30 < th dose independent rect. 3 23
200 60.06 humidity 90.0 90 < th dose independent rect. 1 7
208 60.45 humidity 50.0 30 > th dose independent rect. 3 23
240 60.97 temperature 30.0 30 < th dose independent rect. 3 23
243 61.04 humidity 90.0 90 < th dose independent rect. 2 1
245 61.11 humidity 90.0 90 < th dose independent rect. 1 3
250 61.25 atmosphere 995.0 720 > th dose independent rect. 23 16
257 61.46 radiation 10.0 10 < th dose dependent rect. 3 23
281 61.88 atmosphere 995.0 90 > th dose independent rect. 9 23
287 61.98 wind 3.0 30 < th dose dependent rect. 2 6
289 62.02 wind 9.0 720 < th dose independent rect. 15 8
290 62.03 radiation 10.0 30 > th dose independent rect. 7 1
291 62.04 humidity 80.0 10 < th dose independent rect. 7 1
293 62.04 humidity 90.0 90 < th dose dependent rect. 1 6
295 62.05 atmosphere 995.0 10 > th dose independent rect. 10 22
297 62.07 humidity 80.0 720 > th dose dependent rect. 3 1
300 62.10 humidity 80.0 14400 < th dose dependent rect. 2 7
302 62.11 temperature 10.0 720 > th dose independent rect. 15 8
303 62.11 temperature 10.0 720 > th dose independent rect. 23 16
304 62.12 precipitation 0.1 720 < th dose independent rect. 15 8
306 62.12 precipitation 0.1 720 < th dose dependent rect. 15 8
310 62.15 wind 5.0 14400 < th dose independent rect. 9 7
313 62.16 wind 5.0 14400 > th dose independent rect. 9 7
322 62.20 humidity 80.0 10 < th dose independent rect. 23 9
328 62.23 wind 5.0 14400 < th dose independent rect. 11 1
331 62.23 wind 5.0 14400 > th dose independent rect. 8 9
339 62.24 atmosphere 995.0 720 > th dose independent rect. 7 8
342 62.25 temperature 10.0 720 > th dose independent rect. 3 8
343 62.25 atmosphere 995.0 720 > th dose independent rect. 3 8
344 62.25 temperature 10.0 720 > th dose independent rect. 11 16
353 62.30 humidity 50.0 720 > th dose independent rect. 3 8
356 62.34 wind 9.0 720 < th dose independent rect. 15 16
357 62.34 humidity 80.0 14400 < th dose dependent rect. 7 1
383 62.37 wind 9.0 720 < th dose independent rect. 3 8
401 62.41 precipitation 0.1 720 < th dose independent rect. 3 8
402 62.41 radiation 40.0 90 < th dose independent rect. 13 14
404 62.41 precipitation 0.1 720 < th dose dependent rect. 3 8
416 62.47 precipitation 0.1 720 < th dose independent rect. 11 16
417 62.47 precipitation 0.1 720 < th dose dependent rect. 11 16
418 62.48 wind 9.0 90 < th dose dependent rect. 14 13
420 62.49 wind 5.0 14400 > th dose independent rect. 11 1
425 62.50 humidity 50.0 10 > th dose dependent rect. 8 2
445 62.54 wind 9.0 720 < th dose independent rect. 19 8
448 62.54 precipitation 0.1 720 < th dose independent rect. 23 16
454 62.54 precipitation 0.1 720 < th dose dependent rect. 23 16
466 62.56 wind 3.0 30 < th dose dependent rect. 2 11
468 62.57 temperature 20.0 30 > th dose dependent rect. 2 6
487 62.60 wind 1.0 90 < th dose dependent rect. 8 1
489 62.61 temperature 25.0 270 > th dose independent rect. 23 4
491 62.62 humidity 90.0 720 > th dose independent rect. 3 1
500 62.63 wind 7.0 14400 < th dose dependent rect. 11 1
515 62.66 temperature 10.0 30 > th dose dependent rect. 3 23
517 62.67 wind 3.0 10 < th dose independent rect. 8 2
534 62.70 wind 5.0 90 < th dose dependent rect. 8 1
537 62.71 atmosphere 1005.0 30 > th dose independent rect. 2 6
543 62.72 wind 3.0 14400 > th dose dependent rect. 11 1
547 62.72 radiation 40.0 90 < th dose dependent rect. 13 14
559 62.75 wind 1.0 90 < th dose independent rect. 8 1
568 62.76 atmosphere 995.0 720 > th dose independent rect. 15 8
578 62.77 wind 1.0 14400 < th dose dependent rect. 2 1
582 62.78 temperature 30.0 90 < th dose independent rect. 8 1
583 62.78 temperature 20.0 90 > th dose independent rect. 3 3
585 62.78 wind 5.0 14400 > th dose independent rect. 24 17
590 62.79 wind 3.0 14400 > th dose dependent rect. 9 6
592 62.80 wind 5.0 14400 < th dose independent rect. 24 17
599 62.81 wind 9.0 10 < th dose dependent rect. 8 2
613 62.83 radiation 10.0 10 < th dose independent rect. 3 23
618 62.84 wind 5.0 14400 < th dose independent sin 0 NA
624 62.85 atmosphere 1015.0 720 < th dose independent rect. 3 8
628 62.85 temperature 25.0 270 > th dose dependent rect. 24 6
637 62.87 wind 5.0 14400 > th dose independent sin 0 NA
648 62.88 temperature 10.0 720 > th dose independent rect. 7 8
649 62.88 atmosphere 1015.0 720 < th dose independent rect. 7 8
652 62.88 temperature 10.0 720 > th dose independent rect. 15 16
654 62.89 humidity 70.0 90 > th dose independent rect. 8 1
675 62.90 humidity 60.0 10 > th dose independent rect. 8 2
683 62.91 temperature 10.0 720 > th dose independent rect. 19 8
684 62.91 temperature 30.0 720 < th dose independent rect. 19 8
685 62.91 humidity 50.0 720 > th dose independent rect. 19 8
686 62.91 atmosphere 995.0 720 > th dose independent rect. 19 8
687 62.91 radiation 1.0 720 < th dose independent rect. 19 8
692 62.91 temperature 10.0 720 > th dose independent rect. 3 16
702 62.91 radiation 1.0 720 < th dose dependent rect. 19 8
717 62.93 wind 3.0 30 < th dose independent rect. 2 6
745 62.95 humidity 70.0 14400 > th dose independent rect. 8 1
746 62.95 humidity 90.0 720 < th dose independent rect. 24 4
758 62.96 wind 9.0 10 < th dose independent rect. 8 2
759 62.96 temperature 10.0 10 > th dose independent rect. 8 2
762 62.96 atmosphere 995.0 10 > th dose independent rect. 8 2
763 62.96 atmosphere 1015.0 10 < th dose independent rect. 8 2
765 62.96 precipitation 0.1 10 < th dose independent rect. 8 2
770 62.96 temperature 10.0 10 > th dose independent rect. 10 22
774 62.96 precipitation 0.1 10 < th dose dependent rect. 8 2
776 62.97 radiation 40.0 90 < th dose independent rect. 8 1
783 62.97 atmosphere 1015.0 30 < th dose independent rect. 3 23
795 62.99 wind 1.0 10 > th dose independent rect. 8 2
809 63.00 precipitation 0.1 720 < th dose independent rect. 7 8
819 63.00 atmosphere 1000.0 30 > th dose dependent rect. 2 6
820 63.00 precipitation 0.1 720 < th dose dependent rect. 7 8
833 63.02 wind 9.0 90 < th dose independent rect. 8 1
834 63.02 temperature 10.0 90 > th dose independent rect. 8 1
837 63.02 atmosphere 995.0 90 > th dose independent rect. 8 1
838 63.02 atmosphere 1015.0 90 < th dose independent rect. 8 1
839 63.02 precipitation 0.1 90 < th dose independent rect. 8 1
849 63.02 temperature 25.0 270 > th dose independent rect. 23 7
854 63.02 precipitation 0.1 90 < th dose dependent rect. 8 1
872 63.03 wind 3.0 90 < th dose dependent rect. 6 21
873 63.04 wind 9.0 720 < th dose independent rect. 15 1
876 63.04 precipitation 0.1 720 < th dose independent rect. 19 8
879 63.04 radiation 10.0 10 > th dose independent rect. 16 16
884 63.04 temperature 10.0 10 > th dose dependent rect. 8 2
885 63.04 precipitation 0.1 720 < th dose dependent rect. 19 8
892 63.05 atmosphere 1000.0 10 > th dose independent rect. 16 10
900 63.06 temperature 10.0 1440 > th dose independent rect. 9 2
903 63.06 atmosphere 995.0 1440 > th dose independent rect. 9 2
908 63.06 wind 5.0 90 < th dose independent rect. 14 13
910 63.06 atmosphere 1015.0 720 < th dose independent rect. 3 16
914 63.06 temperature 10.0 1440 > th dose independent rect. 11 22
942 63.08 wind 9.0 30 < th dose independent rect. 10 22
956 63.10 precipitation 0.1 720 < th dose independent rect. 3 1
960 63.10 precipitation 0.1 720 < th dose dependent rect. 3 1
973 63.12 radiation 10.0 10 < th dose independent rect. 16 10
990 63.13 wind 1.0 90 < th dose dependent rect. 14 1
991 63.13 wind 1.0 43200 < th dose dependent rect. 14 1