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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.

Os01g0832100

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

Description : Lipolytic enzyme, G-D-S-L family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.96 (0.0444) R2 : 0.00363
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.12 (0.0934) R2dN8 : 0.00468 R2N8 : 0.00363
σ : 0.836
deviance : 320.48
__
_____
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 = radiation, 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
293.47 0.805 3.01 0.00846 0.477 -0.297 -0.257 -3.12 -0.179 3.62 49.3 4125 -- --
300.91 0.808 2.99 -0.134 0.48 -0.323 -0.0031 -- -0.196 3.43 51.37 2798 -- --
293.64 0.798 3.01 0.0149 0.483 -0.296 -- -3.1 -0.179 3.79 49.32 4128 -- --
300.54 0.807 2.97 -0.195 0.479 -0.342 -- -- -0.207 3.79 51.44 2795 -- --
306.11 0.815 3.01 0.0598 -- -0.362 -- -3.11 -0.161 -- 49.32 4102 -- --
305.79 0.82 2.96 -0.144 0.506 -- -0.149 -- -0.148 3.59 -- -- -- --
305.86 0.819 2.96 -0.141 0.507 -- -- -- -0.147 3.67 -- -- -- --
313.06 0.824 2.98 -0.197 -- -0.401 -- -- -0.194 -- 51.29 2789 -- --
301.57 0.809 2.97 -- 0.479 -0.334 -- -- -0.168 3.9 51.44 2789 -- --
320.09 0.836 2.96 -0.12 -- -- -- -- -0.134 -- -- -- -- --
306.38 0.819 2.96 -- 0.504 -- -- -- -0.131 3.67 -- -- -- --
314.02 0.825 2.98 -- -- -0.361 -- -- -0.186 -- 50.11 2760 -- --
320.48 0.836 2.96 -- -- -- -- -- -0.12 -- -- -- -- --

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
1 277.16 wind 7.0 90 > th dose dependent rect. 1 8
2 277.88 wind 7.0 90 > th dose independent rect. 1 8
3 281.78 wind 7.0 90 > th dose dependent rect. 3 6
4 281.79 wind 7.0 90 > th dose independent rect. 4 5
6 281.85 wind 7.0 90 > th dose dependent rect. 8 1
7 281.87 wind 7.0 90 > th dose independent rect. 8 1
18 284.89 atmosphere 1010.0 90 < th dose dependent rect. 4 1
23 286.67 temperature 20.0 30 > th dose dependent rect. 4 2
34 288.45 radiation 1.0 720 > th dose dependent rect. 18 11
41 289.23 temperature 20.0 30 > th dose independent rect. 4 2
46 289.60 radiation 1.0 720 > th dose dependent rect. 18 1
58 289.88 temperature 20.0 10 < th dose independent rect. 11 1
64 289.88 humidity 90.0 90 > th dose independent rect. 10 1
66 289.88 precipitation 0.1 90 > th dose independent rect. 10 1
81 289.88 temperature 20.0 10 < th dose dependent rect. 11 1
87 289.88 humidity 90.0 90 > th dose dependent rect. 10 1
89 289.88 precipitation 0.1 90 > th dose dependent rect. 10 1
114 290.00 humidity 80.0 14400 < th dose independent rect. 6 1
123 290.25 humidity 90.0 90 > th dose independent rect. 4 1
125 290.27 humidity 80.0 14400 > th dose independent rect. 2 5
131 290.42 humidity 80.0 14400 > th dose independent rect. 5 2
137 290.54 radiation 40.0 1440 < th dose dependent rect. 18 11
143 290.69 wind 3.0 1440 > th dose independent rect. 6 2
144 290.73 radiation 10.0 4320 > th dose independent rect. 17 13
145 290.76 radiation 40.0 14400 > th dose dependent rect. 15 17
146 290.77 wind 9.0 1440 < th dose independent rect. 21 8
148 290.82 wind 3.0 1440 > th dose independent rect. 4 4
151 290.85 humidity 80.0 14400 > th dose independent rect. 2 2
152 290.85 wind 1.0 270 < th dose dependent rect. 4 1
154 290.87 radiation 30.0 14400 > th dose dependent rect. 16 1
169 290.88 radiation 10.0 4320 > th dose independent rect. 17 1
182 290.90 radiation 30.0 14400 > th dose independent rect. 16 1
197 290.92 temperature 25.0 90 < th dose independent rect. 4 1
206 291.16 wind 3.0 1440 < th dose independent rect. 4 4
226 291.23 wind 5.0 30 < th dose independent rect. 6 22
227 291.24 wind 3.0 1440 < th dose independent rect. 4 1
229 291.29 wind 1.0 10 < th dose dependent rect. 5 1
235 291.33 radiation 40.0 14400 < th dose dependent rect. 24 5
238 291.38 wind 5.0 30 < th dose independent rect. 19 9
245 291.47 temperature 15.0 43200 > th dose independent rect. 5 2
250 291.53 wind 9.0 14400 > th dose independent rect. 16 1
253 291.55 humidity 80.0 14400 < th dose independent rect. 2 5
257 291.62 wind 9.0 30 < th dose dependent rect. 6 22
262 291.69 wind 5.0 90 < th dose dependent rect. 4 1
266 291.78 radiation 20.0 1440 < th dose dependent rect. 24 5
267 291.79 temperature 15.0 43200 > th dose independent rect. 20 1
276 291.82 humidity 80.0 90 > th dose dependent rect. 4 1
281 291.85 radiation 40.0 14400 > th dose independent rect. 15 17
291 291.91 wind 1.0 10 < th dose dependent rect. 5 3
293 291.92 radiation 1.0 720 > th dose independent rect. 18 11
296 291.93 radiation 40.0 4320 < th dose dependent rect. 18 9
302 291.97 wind 3.0 1440 < th dose independent rect. 6 2
305 291.98 temperature 25.0 720 > th dose dependent rect. 20 2
307 292.02 radiation 10.0 4320 < th dose dependent rect. 18 16
313 292.07 radiation 30.0 14400 < th dose independent rect. 5 2
323 292.14 humidity 80.0 14400 < th dose independent rect. 2 1
332 292.19 humidity 60.0 4320 > th dose independent rect. 18 11
335 292.23 wind 3.0 1440 > th dose independent rect. 4 1
346 292.29 wind 7.0 30 < th dose dependent rect. 19 9
352 292.35 wind 3.0 43200 < th dose independent rect. 2 2
357 292.37 wind 3.0 90 < th dose independent rect. 4 1
361 292.38 humidity 70.0 4320 < th dose dependent rect. 18 13
362 292.40 radiation 1.0 1440 < th dose independent rect. 24 5
364 292.40 radiation 10.0 4320 < th dose dependent rect. 24 10
368 292.41 humidity 70.0 4320 < th dose dependent rect. 18 2
375 292.41 radiation 10.0 4320 < th dose dependent rect. 2 8
386 292.42 wind 9.0 90 < th dose independent rect. 4 1
387 292.42 temperature 10.0 90 > th dose independent rect. 4 1
390 292.42 humidity 50.0 90 > th dose independent rect. 4 1
393 292.42 atmosphere 995.0 90 > th dose independent rect. 4 1
394 292.42 atmosphere 1010.0 90 < th dose independent rect. 4 1
396 292.42 radiation 20.0 90 < th dose independent rect. 4 1
399 292.42 precipitation 0.1 90 < th dose independent rect. 4 1
402 292.42 temperature 10.0 90 > th dose independent rect. 5 23
403 292.42 radiation 40.0 90 < th dose dependent rect. 4 1
404 292.42 precipitation 0.1 90 < th dose dependent rect. 4 1
408 292.43 radiation 20.0 90 < th dose dependent rect. 4 1
412 292.44 radiation 1.0 90 < th dose independent rect. 4 1
415 292.44 radiation 10.0 4320 < th dose dependent rect. 4 6
416 292.44 humidity 80.0 14400 < th dose dependent rect. 1 7
418 292.45 humidity 80.0 30 > th dose dependent rect. 4 3
429 292.51 temperature 15.0 43200 < th dose independent rect. 5 1
431 292.52 humidity 60.0 4320 > th dose independent rect. 18 7
436 292.56 humidity 60.0 4320 > th dose independent rect. 18 4
439 292.57 temperature 15.0 43200 < th dose independent rect. 20 1
458 292.58 humidity 60.0 4320 > th dose independent rect. 18 2
460 292.58 wind 9.0 90 < th dose independent rect. 5 23
478 292.59 wind 5.0 90 > th dose dependent rect. 19 15
483 292.61 temperature 15.0 43200 < th dose independent rect. 4 4
486 292.61 radiation 30.0 4320 > th dose dependent rect. 8 1
489 292.62 humidity 90.0 14400 < th dose independent rect. 24 1
490 292.62 wind 3.0 43200 > th dose independent rect. 2 2
498 292.64 humidity 90.0 14400 < th dose independent rect. 24 4
501 292.65 temperature 30.0 4320 < th dose independent rect. 18 9
516 292.70 radiation 40.0 4320 < th dose independent rect. 8 1
529 292.74 radiation 1.0 720 > th dose independent rect. 18 1
548 292.76 temperature 25.0 720 > th dose dependent rect. 18 5
549 292.76 radiation 1.0 14400 < th dose dependent rect. 18 11
566 292.82 radiation 40.0 4320 > th dose independent rect. 8 1
580 292.85 radiation 30.0 14400 < th dose independent rect. 16 13
581 292.85 humidity 80.0 14400 < th dose dependent rect. 6 1
585 292.86 radiation 1.0 14400 < th dose dependent rect. 7 7
617 292.92 wind 9.0 270 > th dose independent rect. 19 7
626 292.92 wind 9.0 270 > th dose dependent rect. 19 7
636 292.93 radiation 10.0 4320 < th dose dependent sin 9 NA
637 292.93 wind 9.0 270 > th dose dependent rect. 21 5
660 292.94 wind 3.0 1440 > th dose dependent rect. 6 2
662 292.94 radiation 1.0 14400 < th dose dependent rect. 18 7
666 292.95 wind 9.0 270 > th dose independent rect. 21 5
687 292.96 wind 1.0 10 < th dose independent rect. 2 6
692 292.97 radiation 1.0 14400 < th dose dependent rect. 18 1
699 292.99 temperature 20.0 43200 < th dose dependent rect. 17 1
705 293.02 temperature 30.0 4320 < th dose independent rect. 18 2
707 293.02 radiation 40.0 14400 < th dose dependent rect. 21 8
709 293.03 radiation 30.0 14400 < th dose independent rect. 16 11
714 293.05 wind 1.0 10 < th dose independent rect. 4 2
717 293.05 wind 5.0 90 > th dose independent rect. 19 15
718 293.05 temperature 15.0 43200 > th dose independent rect. 4 17
722 293.06 wind 1.0 10 < th dose independent rect. 4 4
730 293.09 humidity 60.0 4320 < th dose independent rect. 17 3
739 293.09 temperature 15.0 43200 > th dose independent rect. 4 11
768 293.12 radiation 40.0 4320 < th dose dependent rect. 18 1
788 293.16 humidity 60.0 14400 > th dose independent rect. 5 2
811 293.18 wind 5.0 90 > th dose independent rect. 17 17
820 293.19 radiation 20.0 4320 < th dose dependent rect. 18 7
829 293.22 radiation 30.0 14400 < th dose independent rect. 16 9
882 293.32 wind 3.0 10 > th dose dependent rect. 2 1
884 293.32 humidity 80.0 43200 > th dose dependent rect. 5 2
888 293.33 radiation 30.0 14400 < th dose independent rect. 16 3
898 293.33 temperature 30.0 4320 > th dose dependent rect. 18 1
923 293.34 radiation 20.0 4320 < th dose dependent rect. 18 4
947 293.36 radiation 1.0 14400 < th dose dependent rect. 7 10
948 293.36 radiation 40.0 4320 > th dose dependent rect. 13 21
966 293.39 humidity 90.0 43200 < th dose independent sin 7 NA
994 293.42 humidity 80.0 43200 > th dose dependent rect. 3 8