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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.

Os01g0615100

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

Description : Similar to Substilin /chymotrypsin-like inhibitor (Proteinase inhibitor).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.03 (0.0281) R2 : 0.0055
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0939 (0.0591) R2dN8 : 0.00711 R2N8 : 0.0055
σ : 0.529
deviance : 128.28
__
_____
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
121.45 0.518 3.05 -0.154 0.0867 -0.299 0.178 2.08 0.0735 3.36 1.2 10 -- --
125.94 0.523 3.03 -0.073 0.096 -0.189 -0.145 -- 0.0883 2.94 1.1 11 -- --
121.52 0.513 3.05 -0.155 0.0865 -0.302 -- 2.02 0.0734 2.43 1.195 9 -- --
126 0.523 3.03 -0.0657 0.0976 -0.187 -- -- 0.09 2.98 1.117 11 -- --
121.9 0.514 3.05 -0.157 -- -0.347 -- 2.04 0.0763 -- 1.134 9 -- --
126.87 0.528 3.03 -0.0455 0.155 -- -0.0927 -- 0.0852 3.34 -- -- -- --
126.9 0.528 3.03 -0.0437 0.155 -- -- -- 0.0857 3.49 -- -- -- --
126.36 0.526 3.03 -0.0734 -- -0.188 -- -- 0.101 -- 1.288 10 -- --
126.11 0.523 3.03 -- 0.0991 -0.178 -- -- 0.0971 3.06 1.149 11 -- --
128.24 0.529 3.03 -0.0372 -- -- -- -- 0.0898 -- -- -- -- --
126.95 0.527 3.03 -- 0.154 -- -- -- 0.0905 3.49 -- -- -- --
126.49 0.526 3.03 -- -- -0.181 -- -- 0.108 -- 1.288 10 -- --
128.28 0.529 3.03 -- -- -- -- -- 0.0939 -- -- -- -- --

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
1 112.93 humidity 80.0 30 > th dose dependent rect. 2 1
3 113.02 humidity 90.0 30 > th dose independent rect. 2 1
4 113.03 wind 3.0 30 < th dose independent rect. 2 1
6 113.05 temperature 20.0 10 > th dose independent rect. 2 1
13 113.25 atmosphere 1015.0 30 < th dose dependent rect. 2 1
15 113.33 temperature 15.0 30 > th dose dependent rect. 2 1
16 113.34 wind 5.0 30 < th dose dependent rect. 2 1
25 113.44 temperature 10.0 30 > th dose independent rect. 2 1
27 113.44 temperature 30.0 30 < th dose independent rect. 2 1
28 113.44 humidity 50.0 30 > th dose independent rect. 2 1
31 113.44 atmosphere 995.0 30 > th dose independent rect. 2 1
32 113.44 atmosphere 1010.0 30 < th dose independent rect. 2 1
34 113.44 radiation 1.0 30 < th dose independent rect. 2 1
39 113.44 precipitation 0.1 30 < th dose independent rect. 2 1
40 113.44 temperature 10.0 30 > th dose independent rect. 3 23
42 113.44 radiation 1.0 30 < th dose dependent rect. 2 1
47 113.44 precipitation 0.1 30 < th dose dependent rect. 2 1
54 113.61 atmosphere 995.0 30 > th dose dependent rect. 2 1
64 113.90 temperature 30.0 30 < th dose dependent rect. 2 1
65 113.91 wind 1.0 30 > th dose independent rect. 2 1
101 115.04 wind 9.0 1440 < th dose independent rect. 3 1
102 115.04 temperature 10.0 1440 > th dose independent rect. 3 1
105 115.04 temperature 30.0 1440 < th dose independent rect. 3 1
109 115.04 humidity 50.0 1440 > th dose independent rect. 3 1
118 115.04 atmosphere 995.0 1440 > th dose independent rect. 3 1
119 115.04 radiation 1.0 1440 < th dose independent rect. 3 1
139 115.04 temperature 10.0 1440 > th dose independent rect. 4 23
142 115.04 radiation 1.0 1440 < th dose dependent rect. 3 1
164 116.05 wind 9.0 30 < th dose independent rect. 3 23
165 116.05 atmosphere 995.0 30 > th dose independent rect. 3 23
172 116.47 precipitation 0.1 30 < th dose independent rect. 3 23
173 116.47 precipitation 0.1 30 < th dose dependent rect. 3 23
186 117.66 wind 1.0 90 < th dose independent rect. 24 3
193 118.09 temperature 30.0 30 < th dose independent rect. 3 23
201 118.52 wind 1.0 10 > th dose independent rect. 21 23
206 118.87 humidity 50.0 30 > th dose independent rect. 3 23
224 119.47 wind 1.0 90 > th dose independent rect. 3 23
264 120.10 humidity 70.0 4320 > th dose independent rect. 21 1
266 120.12 temperature 10.0 1440 > th dose independent rect. 21 1
269 120.12 temperature 30.0 1440 < th dose independent rect. 21 1
273 120.12 humidity 50.0 1440 > th dose independent rect. 21 1
279 120.12 atmosphere 995.0 1440 > th dose independent rect. 21 1
280 120.12 radiation 1.0 1440 < th dose independent rect. 21 1
300 120.12 temperature 10.0 1440 > th dose independent rect. 22 23
306 120.15 atmosphere 1005.0 30 > th dose dependent rect. 20 1
307 120.16 radiation 40.0 1440 < th dose dependent rect. 21 1
310 120.19 wind 1.0 10 < th dose independent rect. 2 8
313 120.21 temperature 25.0 30 > th dose independent rect. 20 1
317 120.22 atmosphere 1005.0 30 > th dose independent rect. 20 1
318 120.23 wind 3.0 30 > th dose independent rect. 20 1
320 120.24 humidity 90.0 30 < th dose independent rect. 20 1
321 120.24 wind 1.0 30 > th dose dependent rect. 20 1
324 120.27 humidity 80.0 30 > th dose independent rect. 20 1
325 120.27 temperature 20.0 30 > th dose dependent rect. 20 1
335 120.31 wind 9.0 30 < th dose independent rect. 20 1
336 120.31 temperature 10.0 30 > th dose independent rect. 20 1
339 120.31 temperature 30.0 30 < th dose independent rect. 20 1
340 120.31 humidity 50.0 30 > th dose independent rect. 20 1
344 120.31 atmosphere 1010.0 30 < th dose independent rect. 20 1
346 120.31 radiation 1.0 30 < th dose independent rect. 20 1
351 120.31 precipitation 0.1 30 < th dose independent rect. 20 1
352 120.31 temperature 10.0 30 > th dose independent rect. 21 23
353 120.31 radiation 1.0 30 < th dose dependent rect. 20 1
358 120.31 precipitation 0.1 30 < th dose dependent rect. 20 1
364 120.33 humidity 50.0 30 > th dose dependent rect. 20 1
368 120.36 wind 1.0 90 < th dose independent rect. 15 12
369 120.36 wind 9.0 30 < th dose dependent rect. 20 1
370 120.36 humidity 90.0 30 < th dose dependent rect. 20 1
386 120.51 wind 9.0 1440 < th dose independent rect. 21 1
389 120.51 temperature 30.0 30 < th dose dependent rect. 20 1
391 120.52 atmosphere 1015.0 30 < th dose dependent rect. 20 1
398 120.61 wind 3.0 30 < th dose dependent rect. 1 7
410 120.72 wind 9.0 30 < th dose independent rect. 21 23
412 120.73 wind 3.0 30 < th dose dependent rect. 1 9
429 120.84 wind 1.0 10 < th dose independent rect. 2 4
470 120.95 wind 1.0 10 > th dose independent sin 6 NA
491 120.97 wind 1.0 90 > th dose independent rect. 21 14
531 121.12 wind 1.0 90 < th dose independent rect. 24 10
549 121.28 wind 1.0 10 > th dose independent rect. 3 23
579 121.44 wind 1.0 10 > th dose independent rect. 22 13
603 121.54 wind 1.0 90 < th dose independent rect. 9 18
623 121.63 wind 1.0 90 > th dose independent rect. 21 12
639 121.70 wind 1.0 90 < th dose dependent rect. 15 12
676 121.83 wind 1.0 90 > th dose independent sin 10 NA
712 121.98 wind 9.0 720 < th dose independent rect. 15 6
723 122.02 atmosphere 1005.0 30 > th dose independent rect. 21 5
731 122.05 wind 1.0 10 > th dose independent no NA NA
751 122.12 wind 1.0 10 < th dose independent rect. 24 10
762 122.15 humidity 60.0 720 > th dose independent rect. 3 6
763 122.15 precipitation 0.1 720 < th dose independent rect. 21 18
765 122.15 precipitation 0.1 720 < th dose dependent rect. 21 18
767 122.16 radiation 10.0 720 < th dose independent rect. 21 9
775 122.21 atmosphere 1005.0 270 > th dose independent rect. 21 1
782 122.23 humidity 60.0 10 > th dose independent rect. 8 17
797 122.27 temperature 10.0 720 > th dose independent rect. 15 6
800 122.27 temperature 10.0 720 > th dose independent rect. 21 18
802 122.28 wind 1.0 90 > th dose independent rect. 21 4
803 122.28 humidity 60.0 90 > th dose independent rect. 13 12
820 122.34 wind 9.0 720 < th dose independent rect. 3 6
821 122.34 temperature 10.0 720 > th dose independent rect. 3 6
823 122.34 atmosphere 995.0 720 > th dose independent rect. 3 6
824 122.34 atmosphere 1015.0 720 < th dose independent rect. 15 6
825 122.34 temperature 10.0 720 > th dose independent rect. 9 18
861 122.45 wind 1.0 10 > th dose independent rect. 22 17
882 122.48 precipitation 0.1 720 < th dose independent rect. 15 6
885 122.48 precipitation 0.1 720 < th dose dependent rect. 15 6
886 122.49 wind 1.0 90 < th dose independent sin 12 NA
891 122.49 atmosphere 1015.0 720 < th dose independent rect. 3 6
900 122.50 wind 1.0 10 > th dose independent rect. 19 23
905 122.51 temperature 25.0 10 > th dose independent rect. 22 13
911 122.53 precipitation 0.1 720 < th dose independent rect. 9 18
915 122.53 precipitation 0.1 720 < th dose dependent rect. 9 18
928 122.55 precipitation 0.1 30 < th dose independent rect. 21 23
930 122.55 precipitation 0.1 30 < th dose dependent rect. 21 23
947 122.59 precipitation 0.1 720 < th dose independent rect. 3 6
954 122.59 precipitation 0.1 720 < th dose dependent rect. 3 6
960 122.60 wind 1.0 10 < th dose independent rect. 6 22
969 122.61 atmosphere 995.0 30 > th dose independent rect. 21 23
971 122.62 wind 1.0 10 < th dose independent rect. 9 19
976 122.62 humidity 80.0 10 > th dose dependent rect. 1 8
980 122.63 wind 1.0 90 < th dose independent rect. 15 19
981 122.63 humidity 60.0 10 > th dose independent rect. 6 19
987 122.64 wind 1.0 10 < th dose independent sin 6 NA
996 122.65 radiation 40.0 720 < th dose independent rect. 15 6
998 122.65 atmosphere 995.0 720 > th dose independent rect. 21 18