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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.

Os01g0216900

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 : 3.37 (0.0225) R2 : 0.00411
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.065 (0.0474) R2dN8 : 0.0053 R2N8 : 0.00411
σ : 0.424
deviance : 82.47
__
_____
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 = temperature, 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
76.85 0.412 3.23 1.28 0.125 0.694 0.183 -5.54 0.0587 9.75 29.8 1514 -- --
80.46 0.418 3.36 0.18 0.134 0.102 0.154 -- -0.05 8.8 34.56 4598 -- --
76.27 0.407 3.24 1.24 0.113 0.777 -- -5.99 0.0866 9.28 29.71 1803 -- --
80.18 0.42 3.36 0.175 0.164 0.107 -- -- -0.0237 9.47 21.49 5187 -- --
76.99 0.409 3.24 1.26 -- 0.807 -- -6.18 0.0817 -- 29.7 1818 -- --
80.7 0.421 3.36 0.138 0.143 -- 0.127 -- -0.0501 9.13 -- -- -- --
80.74 0.421 3.36 0.141 0.145 -- -- -- -0.0505 8.69 -- -- -- --
79.65 0.416 3.34 0.364 -- 0.35 -- -- 0.0564 -- 20.9 5240 -- --
80.53 0.418 3.35 -- 0.139 0.135 -- -- -0.0207 8.4 22.4 3633 -- --
81.94 0.423 3.37 0.142 -- -- -- -- -0.0492 -- -- -- -- --
81.27 0.422 3.37 -- 0.146 -- -- -- -0.0662 8.62 -- -- -- --
81.63 0.421 3.36 -- -- 0.139 -- -- -0.0237 -- 22.4 3628 -- --
82.47 0.424 3.37 -- -- -- -- -- -0.065 -- -- -- -- --

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 74.84 humidity 90.0 30 < th dose dependent rect. 22 1
2 74.93 humidity 90.0 30 < th dose independent rect. 22 1
3 74.95 wind 1.0 30 > th dose independent rect. 22 1
4 74.96 atmosphere 1005.0 30 > th dose independent rect. 22 1
5 74.97 temperature 25.0 30 > th dose dependent rect. 22 1
6 74.98 wind 7.0 30 < th dose independent rect. 22 1
8 74.98 wind 7.0 1440 < th dose independent rect. 23 1
9 74.98 temperature 10.0 30 > th dose independent rect. 22 1
11 74.98 temperature 30.0 30 < th dose independent rect. 22 1
12 74.98 humidity 50.0 30 > th dose independent rect. 22 1
15 74.98 atmosphere 995.0 30 > th dose independent rect. 22 1
16 74.98 atmosphere 1010.0 30 < th dose independent rect. 22 1
18 74.98 radiation 1.0 30 < th dose independent rect. 22 1
23 74.98 temperature 10.0 30 > th dose independent rect. 23 23
24 74.98 wind 1.0 30 > th dose dependent rect. 22 1
25 74.98 atmosphere 995.0 30 > th dose dependent rect. 22 1
28 74.98 radiation 1.0 30 < th dose dependent rect. 22 1
34 74.99 wind 9.0 30 < th dose independent rect. 23 23
35 74.99 temperature 10.0 30 > th dose dependent rect. 22 1
37 75.00 precipitation 0.1 30 < th dose independent rect. 22 1
39 75.00 precipitation 0.1 30 < th dose dependent rect. 22 1
40 75.01 wind 9.0 30 < th dose dependent rect. 22 1
45 75.04 temperature 10.0 1440 > th dose independent rect. 23 1
48 75.04 temperature 30.0 1440 < th dose independent rect. 23 1
52 75.04 humidity 50.0 1440 > th dose independent rect. 23 1
62 75.04 atmosphere 995.0 1440 > th dose independent rect. 23 1
63 75.04 radiation 1.0 1440 < th dose independent rect. 23 1
83 75.04 temperature 10.0 1440 > th dose independent rect. 24 23
87 75.04 radiation 1.0 1440 < th dose dependent rect. 23 1
92 75.05 humidity 50.0 30 > th dose dependent rect. 22 1
95 75.10 atmosphere 1015.0 30 < th dose dependent rect. 22 1
97 75.13 temperature 30.0 30 < th dose dependent rect. 22 1
103 75.26 humidity 80.0 14400 < th dose dependent rect. 2 7
105 75.27 wind 1.0 10 < th dose independent rect. 14 4
119 75.41 wind 5.0 14400 < th dose independent rect. 11 1
170 75.76 atmosphere 1000.0 30 > th dose independent rect. 3 23
172 75.76 atmosphere 1005.0 30 > th dose dependent rect. 2 2
174 75.81 wind 5.0 14400 > th dose independent rect. 11 1
176 75.81 radiation 1.0 43200 < th dose dependent rect. 3 1
178 75.86 temperature 25.0 720 > th dose dependent rect. 3 5
180 75.88 wind 3.0 14400 > th dose dependent rect. 11 1
186 75.98 wind 1.0 10 < th dose dependent rect. 14 4
193 76.03 wind 9.0 720 < th dose independent rect. 3 8
195 76.08 wind 7.0 14400 < th dose dependent rect. 11 1
196 76.14 wind 5.0 14400 < th dose independent rect. 10 5
202 76.21 temperature 25.0 720 > th dose independent rect. 3 6
203 76.21 precipitation 0.1 720 < th dose independent rect. 15 8
204 76.21 atmosphere 995.0 720 > th dose independent rect. 23 16
206 76.21 precipitation 0.1 720 < th dose dependent rect. 15 8
207 76.22 wind 5.0 14400 > th dose independent rect. 10 5
212 76.26 temperature 25.0 720 > th dose dependent rect. 24 9
215 76.28 temperature 10.0 720 > th dose independent rect. 15 8
216 76.28 temperature 10.0 720 > th dose independent rect. 23 16
217 76.29 humidity 70.0 14400 > th dose independent rect. 8 1
219 76.30 temperature 10.0 720 > th dose independent rect. 3 8
220 76.30 atmosphere 995.0 720 > th dose independent rect. 3 8
221 76.30 temperature 10.0 720 > th dose independent rect. 11 16
232 76.39 wind 1.0 10 > th dose independent rect. 10 10
250 76.49 humidity 70.0 14400 < th dose independent rect. 8 1
252 76.49 atmosphere 1015.0 720 < th dose independent rect. 3 8
258 76.52 precipitation 0.1 720 < th dose independent rect. 11 16
261 76.52 precipitation 0.1 720 < th dose dependent rect. 11 16
268 76.58 atmosphere 995.0 30 > th dose independent rect. 23 23
271 76.59 humidity 70.0 14400 > th dose independent rect. 4 5
273 76.59 humidity 70.0 14400 > th dose independent rect. 24 9
274 76.59 temperature 30.0 1440 < th dose independent rect. 14 21
301 76.64 temperature 30.0 1440 > th dose independent rect. 14 21
310 76.66 wind 3.0 14400 > th dose dependent rect. 9 6
327 76.73 wind 1.0 10 < th dose independent rect. 8 10
336 76.75 temperature 10.0 30 > th dose dependent rect. 3 23
337 76.76 temperature 25.0 720 < th dose independent rect. 2 8
341 76.77 wind 1.0 90 < th dose dependent rect. 13 3
345 76.80 wind 9.0 720 < th dose independent rect. 15 8
353 76.82 radiation 40.0 720 < th dose independent rect. 15 8
354 76.82 precipitation 0.1 14400 > th dose independent rect. 24 8
356 76.83 wind 3.0 90 < th dose independent rect. 2 1
357 76.83 humidity 50.0 720 > th dose independent rect. 3 8
363 76.83 temperature 25.0 10 > th dose independent rect. 24 20
378 76.85 precipitation 0.1 14400 < th dose independent rect. 24 8
383 76.85 precipitation 0.1 14400 < th dose dependent rect. 24 8
396 76.87 temperature 30.0 1440 < th dose independent rect. 14 15
400 76.87 wind 1.0 14400 < th dose dependent rect. 6 1
411 76.90 wind 1.0 90 < th dose independent rect. 13 3
413 76.90 temperature 30.0 1440 < th dose independent rect. 14 8
414 76.90 temperature 30.0 1440 < th dose independent rect. 14 10
418 76.91 temperature 25.0 90 > th dose independent rect. 1 1
428 76.91 temperature 20.0 90 > th dose dependent rect. 3 16
433 76.92 temperature 30.0 1440 > th dose independent rect. 14 5
434 76.92 temperature 30.0 1440 < th dose independent rect. 14 5
453 76.92 temperature 30.0 1440 < th dose independent rect. 20 20
463 76.93 temperature 30.0 1440 < th dose independent rect. 3 13
465 76.93 temperature 30.0 1440 < th dose independent rect. 23 17
491 76.96 wind 1.0 90 < th dose independent rect. 13 1
494 76.96 temperature 30.0 1440 < th dose independent rect. 8 8
506 76.97 atmosphere 1005.0 90 > th dose independent rect. 2 1
546 76.99 temperature 30.0 1440 < th dose independent rect. 12 17
549 76.99 wind 5.0 90 < th dose dependent rect. 2 1
553 77.00 temperature 30.0 1440 < th dose independent sin 13 NA
565 77.00 precipitation 0.1 14400 > th dose dependent rect. 24 8
577 77.01 temperature 30.0 1440 < th dose independent rect. 3 19
580 77.01 temperature 30.0 1440 < th dose independent rect. 3 21
584 77.01 temperature 30.0 1440 < th dose independent rect. 23 23
585 77.01 temperature 25.0 90 > th dose dependent rect. 2 1
598 77.02 temperature 30.0 1440 < th dose independent rect. 12 10
599 77.02 temperature 30.0 1440 < th dose independent rect. 12 12
611 77.02 temperature 30.0 1440 < th dose independent rect. 8 21
627 77.02 temperature 10.0 90 > th dose dependent rect. 4 15
630 77.03 temperature 30.0 1440 < th dose independent no NA NA
631 77.03 temperature 25.0 30 > th dose independent rect. 20 3
632 77.03 temperature 30.0 1440 < th dose independent rect. 12 7
670 77.04 temperature 30.0 1440 < th dose independent rect. 12 5
682 77.04 temperature 30.0 1440 < th dose independent rect. 8 14
712 77.04 temperature 25.0 30 > th dose dependent rect. 16 19
715 77.05 temperature 30.0 1440 > th dose independent rect. 15 2
716 77.05 wind 3.0 1440 > th dose independent rect. 2 3
781 77.07 wind 9.0 1440 < th dose independent rect. 3 1
782 77.07 temperature 10.0 1440 > th dose independent rect. 3 1
785 77.07 temperature 30.0 1440 < th dose independent rect. 3 1
789 77.07 humidity 50.0 1440 > th dose independent rect. 3 1
798 77.07 atmosphere 995.0 1440 > th dose independent rect. 3 1
799 77.07 radiation 1.0 1440 < th dose independent rect. 3 1
824 77.07 temperature 10.0 1440 > th dose independent rect. 4 23
853 77.08 atmosphere 1005.0 30 > th dose dependent rect. 20 3
856 77.08 wind 1.0 10 < th dose dependent rect. 8 10
864 77.09 humidity 50.0 4320 > th dose independent rect. 14 1
892 77.10 wind 3.0 1440 < th dose independent rect. 1 4
903 77.11 precipitation 0.1 720 < th dose independent rect. 3 8
913 77.11 precipitation 0.1 720 < th dose dependent rect. 3 8
939 77.13 temperature 25.0 720 > th dose independent rect. 8 1
958 77.14 temperature 10.0 30 > th dose dependent rect. 2 1
968 77.14 radiation 1.0 90 < th dose dependent rect. 5 23
985 77.16 temperature 10.0 30 > th dose independent rect. 2 1
987 77.16 temperature 30.0 30 < th dose independent rect. 2 1
988 77.16 humidity 50.0 30 > th dose independent rect. 2 1
991 77.16 humidity 90.0 30 > th dose independent rect. 2 1
993 77.16 atmosphere 1010.0 30 < th dose independent rect. 2 1
995 77.16 radiation 1.0 30 < th dose independent rect. 2 1
1000 77.16 precipitation 0.1 30 < th dose independent rect. 2 1