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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.

Os01g0286900

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

Description : Similar to Auxin-responsive protein IAA31 (Indoleacetic acid-induced protein 31).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.08 (0.0341) R2 : 0.547
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.97 (0.0843) R2dC : 0.545 R2C : 0.546
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0606 (0.0717) R2dN8 : 0.000918 R2N8 : 0.00166
σ : 0.643
deviance : 188.91
__
_____
C
peak time of C : 2.68
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 = humidity, 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
159.04 0.593 4.03 0.37 1.48 0.755 0.253 1.07 0.241 2.31 84.36 119 -- --
161.42 0.592 4.04 0.441 1.53 0.752 0.862 -- 0.251 2.28 84.51 140 -- --
159.13 0.588 4.03 0.352 1.49 0.776 -- 1.26 0.251 2.3 85.63 118 -- --
163.95 0.596 4.04 0.414 1.52 0.808 -- -- 0.264 2.24 85.97 132 -- --
211.66 0.678 4.03 0.45 -- 1.76 -- 1.21 0.319 -- 71.39 66 -- --
176.83 0.623 4.06 0.533 1.96 -- 1.25 -- 0.124 2.68 -- -- -- --
182.27 0.632 4.07 0.502 1.96 -- -- -- 0.117 2.68 -- -- -- --
215.33 0.683 4.03 0.498 -- 1.78 -- -- 0.297 -- 70.78 62 -- --
168.33 0.604 4.05 -- 1.5 0.868 -- -- 0.222 2.16 85.43 156 -- --
406.75 0.942 4.06 0.586 -- -- -- -- 0.166 -- -- -- -- --
188.91 0.643 4.08 -- 1.97 -- -- -- 0.0606 2.68 -- -- -- --
221.82 0.694 4.04 -- -- 1.79 -- -- 0.244 -- 71.14 63 -- --
415.79 0.952 4.07 -- -- -- -- -- 0.101 -- -- -- -- --

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
1 145.33 temperature 10.0 90 > th dose dependent rect. 3 3
3 145.82 radiation 10.0 90 < th dose dependent rect. 3 4
4 145.89 temperature 20.0 90 > th dose independent rect. 3 3
6 146.49 atmosphere 1010.0 30 < th dose independent rect. 3 4
10 146.88 radiation 10.0 90 < th dose independent rect. 3 4
11 146.92 precipitation 0.1 90 < th dose independent rect. 6 21
12 146.92 precipitation 0.1 90 < th dose dependent rect. 6 21
19 147.27 wind 9.0 90 < th dose independent rect. 3 3
20 147.27 temperature 10.0 90 > th dose independent rect. 3 3
22 147.27 temperature 30.0 90 < th dose independent rect. 3 3
23 147.27 humidity 50.0 90 > th dose independent rect. 3 3
26 147.27 atmosphere 995.0 90 > th dose independent rect. 3 3
32 147.27 temperature 10.0 90 > th dose independent rect. 6 21
39 147.64 humidity 50.0 90 > th dose dependent rect. 3 3
42 147.78 wind 9.0 90 < th dose independent rect. 6 21
47 147.83 radiation 20.0 90 < th dose dependent rect. 3 8
53 147.97 wind 9.0 90 < th dose dependent rect. 3 3
56 148.04 radiation 10.0 90 < th dose dependent rect. 3 10
60 148.15 radiation 10.0 30 < th dose independent rect. 3 7
65 148.24 precipitation 0.1 90 < th dose independent rect. 3 3
66 148.24 precipitation 0.1 90 < th dose dependent rect. 3 3
69 148.32 temperature 15.0 270 > th dose dependent rect. 3 1
90 148.54 radiation 10.0 90 < th dose dependent rect. 3 12
100 148.82 atmosphere 995.0 90 > th dose dependent rect. 3 3
122 148.93 atmosphere 1005.0 90 > th dose independent rect. 3 3
142 149.09 radiation 1.0 90 < th dose dependent rect. 3 16
149 149.20 temperature 20.0 270 > th dose independent rect. 3 1
160 149.40 radiation 10.0 90 < th dose dependent rect. 3 14
165 149.44 humidity 70.0 90 > th dose dependent rect. 3 16
171 149.56 atmosphere 1015.0 90 < th dose independent rect. 6 21
176 149.61 humidity 70.0 90 > th dose dependent rect. 3 6
181 149.73 radiation 1.0 90 < th dose independent rect. 3 16
196 150.00 wind 9.0 1440 < th dose independent rect. 4 4
197 150.00 temperature 10.0 1440 > th dose independent rect. 4 4
200 150.00 temperature 30.0 1440 < th dose independent rect. 4 4
204 150.00 humidity 50.0 1440 > th dose independent rect. 4 4
209 150.00 atmosphere 995.0 1440 > th dose independent rect. 4 4
210 150.00 atmosphere 1015.0 1440 < th dose independent rect. 4 4
212 150.00 temperature 10.0 1440 > th dose independent rect. 8 20
220 150.09 temperature 10.0 270 > th dose dependent rect. 1 4
230 150.17 humidity 50.0 90 > th dose dependent rect. 3 16
245 150.43 humidity 70.0 90 > th dose dependent rect. 3 8
249 150.49 precipitation 0.1 90 < th dose independent rect. 19 8
251 150.49 precipitation 0.1 90 < th dose dependent rect. 19 8
254 150.52 humidity 50.0 270 > th dose dependent rect. 3 1
261 150.55 atmosphere 995.0 90 > th dose independent rect. 6 21
264 150.57 humidity 50.0 270 > th dose dependent rect. 1 4
286 150.88 wind 9.0 270 < th dose independent rect. 3 1
287 150.88 temperature 10.0 270 > th dose independent rect. 3 1
289 150.88 temperature 30.0 270 < th dose independent rect. 3 1
290 150.88 humidity 50.0 270 > th dose independent rect. 3 1
293 150.88 atmosphere 995.0 270 > th dose independent rect. 3 1
294 150.88 atmosphere 1010.0 270 < th dose independent rect. 3 1
296 150.88 radiation 1.0 270 < th dose independent rect. 3 1
302 150.88 temperature 10.0 270 > th dose independent rect. 4 23
303 150.88 radiation 1.0 270 < th dose dependent rect. 3 1
310 150.92 wind 5.0 90 < th dose independent rect. 19 8
316 150.95 wind 9.0 90 < th dose independent rect. 3 16
330 151.02 humidity 70.0 90 > th dose dependent rect. 3 14
333 151.05 precipitation 0.1 270 < th dose independent rect. 4 23
335 151.05 precipitation 0.1 270 < th dose dependent rect. 4 23
336 151.06 temperature 10.0 90 > th dose independent rect. 19 8
337 151.06 temperature 30.0 90 < th dose independent rect. 19 8
338 151.06 humidity 50.0 90 > th dose independent rect. 19 8
340 151.06 atmosphere 995.0 90 > th dose independent rect. 19 8
341 151.06 radiation 1.0 90 < th dose independent rect. 19 8
346 151.06 temperature 10.0 90 > th dose independent rect. 3 16
347 151.06 atmosphere 1015.0 90 < th dose independent rect. 3 16
348 151.06 radiation 1.0 90 < th dose dependent rect. 19 8
377 151.19 humidity 80.0 270 > th dose independent rect. 1 4
403 151.26 humidity 70.0 90 > th dose dependent rect. 3 12
404 151.27 radiation 40.0 1440 < th dose independent rect. 4 4
407 151.29 radiation 1.0 270 < th dose dependent rect. 1 4
410 151.30 humidity 80.0 90 > th dose independent rect. 3 6
413 151.34 temperature 10.0 270 > th dose independent rect. 1 4
415 151.34 temperature 30.0 270 < th dose independent rect. 1 4
416 151.34 humidity 50.0 270 > th dose independent rect. 1 4
419 151.34 atmosphere 995.0 270 > th dose independent rect. 1 4
420 151.34 atmosphere 1010.0 270 < th dose independent rect. 1 4
422 151.34 radiation 20.0 270 < th dose independent rect. 1 4
433 151.35 radiation 1.0 270 < th dose independent rect. 1 4
436 151.36 wind 9.0 270 < th dose independent rect. 1 4
464 151.56 atmosphere 995.0 90 > th dose independent rect. 3 16
479 151.66 radiation 1.0 270 < th dose dependent rect. 1 17
497 151.72 wind 9.0 270 < th dose dependent rect. 3 1
503 151.75 radiation 1.0 270 < th dose dependent rect. 1 7
552 152.07 wind 9.0 270 < th dose dependent rect. 1 4
584 152.13 humidity 60.0 270 > th dose dependent rect. 24 6
604 152.20 precipitation 0.1 270 < th dose independent rect. 1 4
607 152.20 precipitation 0.1 270 < th dose dependent rect. 1 4
616 152.27 radiation 1.0 270 < th dose independent rect. 1 17
707 152.56 wind 1.0 90 > th dose independent rect. 6 21
708 152.56 wind 9.0 270 < th dose independent rect. 4 23
732 152.69 atmosphere 995.0 270 > th dose dependent rect. 3 1
735 152.71 humidity 80.0 270 > th dose independent rect. 24 6
737 152.72 wind 1.0 270 > th dose independent rect. 3 1
738 152.72 temperature 20.0 270 > th dose independent rect. 24 6
778 152.98 precipitation 0.1 90 < th dose independent rect. 3 16
780 152.98 precipitation 0.1 90 < th dose dependent rect. 3 16
793 153.09 wind 9.0 90 < th dose dependent rect. 19 8
808 153.17 atmosphere 1015.0 90 < th dose dependent rect. 3 3
852 153.33 wind 3.0 270 < th dose independent rect. 1 4
868 153.40 atmosphere 995.0 270 > th dose dependent rect. 1 4
874 153.42 radiation 10.0 30 < th dose independent rect. 3 19
885 153.46 wind 9.0 10 < th dose dependent rect. 20 7
886 153.47 temperature 20.0 30 > th dose independent rect. 3 6
891 153.48 wind 5.0 30 < th dose dependent rect. 3 6
939 153.58 wind 9.0 270 < th dose dependent rect. 24 6
940 153.59 atmosphere 1000.0 270 > th dose independent rect. 24 6
964 153.62 wind 9.0 90 < th dose dependent rect. 3 16