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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.

Os06g0680700

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

Description : Cytochrome P450 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.88 (0.0492) R2 : 0.118
β1 : -1.04 (0.18) R2dD : 0.0669 R2D : 0.0522
β2 : 0.67 (0.129) R2dC : 0.0529 R2C : 0.0461
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.258 (0.105) R2dN8 : 0.0156 R2N8 : -0.000194
σ : 0.926
deviance : 390.65
__
_____
C
peak time of C : 6.04
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
377.03 0.912 3.85 -0.849 0.89 1.04 -0.872 -3.52 -0.299 5.96 1.001 157 -- --
383.91 0.913 3.89 -0.897 0.863 0.826 -0.391 -- -0.326 5.98 1.1 182 -- --
378.45 0.906 3.86 -0.82 0.897 1.03 -- -3.03 -0.294 5.86 1.1 153 -- --
384.19 0.913 3.89 -0.937 0.846 0.765 -- -- -0.308 5.87 1.092 182 -- --
412.48 0.946 3.88 -0.974 -- 0.391 -- -2.45 -0.253 -- 0.7016 151 -- --
389.88 0.926 3.88 -1.03 0.673 -- -0.564 -- -0.259 6.12 -- -- -- --
390.65 0.926 3.88 -1.04 0.67 -- -- -- -0.258 6.04 -- -- -- --
413.61 0.951 3.89 -1.03 -- -0.165 -- -- -0.237 -- 0.6479 289 -- --
403.82 0.936 3.87 -- 1 1.01 -- -- -0.24 5.81 1.332 181 -- --
413.95 0.951 3.89 -1.02 -- -- -- -- -0.242 -- -- -- -- --
419.16 0.958 3.86 -- 0.655 -- -- -- -0.142 6.12 -- -- -- --
439.37 0.976 3.9 -- -- 0.329 -- -- -0.179 -- 0.3 340 -- --
441.43 0.981 3.87 -- -- -- -- -- -0.129 -- -- -- -- --

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
1 371.41 wind 5.0 90 > th dose independent rect. 8 3
4 372.78 wind 7.0 90 > th dose independent rect. 8 1
7 372.97 wind 5.0 90 > th dose dependent rect. 8 1
13 373.45 humidity 50.0 4320 < th dose dependent rect. 13 1
22 374.28 wind 5.0 30 < th dose dependent rect. 1 17
26 374.68 wind 5.0 30 < th dose independent rect. 1 17
31 375.08 wind 5.0 30 < th dose dependent rect. 1 14
64 376.05 wind 1.0 90 < th dose independent rect. 10 18
72 376.26 wind 1.0 30 > th dose independent rect. 11 23
76 376.34 wind 5.0 30 > th dose independent rect. 9 5
83 376.44 wind 5.0 10 < th dose independent rect. 1 14
92 376.53 wind 5.0 90 > th dose independent rect. 1 10
99 376.62 wind 5.0 10 > th dose independent rect. 9 1
113 376.86 wind 5.0 30 > th dose independent rect. 1 13
120 376.92 wind 3.0 30 < th dose dependent rect. 7 23
123 376.95 wind 1.0 90 < th dose independent rect. 7 22
128 377.01 wind 5.0 90 > th dose dependent rect. 1 10
134 377.15 radiation 1.0 10 < th dose independent rect. 13 1
144 377.15 radiation 1.0 10 < th dose dependent rect. 13 1
165 377.26 wind 1.0 90 < th dose independent sin 15 NA
172 377.29 wind 3.0 270 < th dose dependent rect. 9 18
179 377.35 wind 1.0 90 < th dose independent rect. 24 3
188 377.39 temperature 30.0 10 < th dose independent rect. 3 23
191 377.41 wind 3.0 270 < th dose dependent rect. 7 20
192 377.42 temperature 25.0 270 > th dose independent rect. 7 11
198 377.46 wind 9.0 90 > th dose dependent rect. 21 13
204 377.49 wind 3.0 270 < th dose dependent rect. 5 22
208 377.51 humidity 80.0 90 > th dose dependent rect. 12 1
227 377.64 wind 5.0 30 > th dose independent sin 4 NA
237 377.70 temperature 30.0 10 < th dose independent rect. 11 23
240 377.72 wind 3.0 4320 < th dose independent rect. 11 1
242 377.73 humidity 90.0 30 < th dose dependent rect. 1 1
250 377.77 wind 3.0 4320 > th dose independent rect. 11 1
270 377.86 wind 3.0 90 < th dose dependent rect. 9 20
278 377.90 wind 7.0 90 > th dose dependent rect. 1 8
280 377.92 wind 1.0 90 < th dose independent rect. 16 12
285 377.96 wind 1.0 90 < th dose independent rect. 20 8
293 377.98 wind 1.0 90 < th dose dependent rect. 24 3
314 378.08 humidity 80.0 90 > th dose independent rect. 5 20
325 378.13 wind 9.0 90 > th dose independent rect. 21 13
327 378.13 humidity 80.0 90 > th dose independent rect. 3 22
334 378.16 radiation 1.0 90 < th dose dependent rect. 7 8
336 378.17 radiation 1.0 90 < th dose independent rect. 9 6
338 378.17 radiation 1.0 90 < th dose dependent rect. 9 6
344 378.19 humidity 80.0 90 > th dose independent rect. 8 16
385 378.31 wind 5.0 4320 < th dose dependent rect. 11 1
388 378.31 radiation 1.0 30 < th dose dependent rect. 13 13
393 378.33 wind 1.0 90 > th dose independent no NA NA
404 378.37 temperature 25.0 270 > th dose independent rect. 23 19
420 378.41 humidity 90.0 270 > th dose independent rect. 8 12
425 378.42 radiation 1.0 90 < th dose dependent rect. 12 7
428 378.43 humidity 80.0 90 > th dose independent rect. 12 1
430 378.43 radiation 1.0 90 < th dose dependent rect. 8 11
472 378.57 precipitation 0.1 4320 > th dose independent rect. 23 1
473 378.57 humidity 90.0 30 > th dose independent rect. 1 2
475 378.57 precipitation 0.1 4320 > th dose dependent rect. 23 1
499 378.66 wind 5.0 30 < th dose independent sin 4 NA
502 378.66 humidity 90.0 270 > th dose dependent rect. 8 11
512 378.68 wind 5.0 30 < th dose dependent rect. 20 22
522 378.72 wind 1.0 90 > th dose independent rect. 3 23
555 378.84 humidity 70.0 90 > th dose dependent rect. 8 16
572 378.88 radiation 1.0 270 < th dose independent sin 23 NA
611 378.99 humidity 80.0 270 < th dose independent rect. 8 13
627 379.02 wind 1.0 90 < th dose independent rect. 24 23
653 379.08 humidity 90.0 10 < th dose dependent rect. 1 6
660 379.10 humidity 70.0 90 > th dose dependent rect. 18 1
670 379.13 wind 1.0 90 < th dose independent rect. 22 23
674 379.15 temperature 25.0 30 > th dose independent rect. 10 8
677 379.15 wind 1.0 90 < th dose independent rect. 16 23
691 379.18 wind 1.0 90 < th dose independent rect. 20 19
702 379.19 wind 7.0 30 < th dose dependent sin 4 NA
711 379.21 wind 1.0 90 < th dose independent rect. 22 17
722 379.22 humidity 50.0 4320 < th dose dependent rect. 10 4
743 379.23 humidity 90.0 10 > th dose independent rect. 1 5
749 379.23 temperature 25.0 270 < th dose independent rect. 5 12
761 379.23 wind 3.0 30 < th dose dependent rect. 17 22
768 379.25 temperature 25.0 270 < th dose independent rect. 8 9
777 379.26 wind 1.0 90 < th dose independent no NA NA
778 379.26 humidity 80.0 270 < th dose independent sin 23 NA
781 379.26 atmosphere 1005.0 10 > th dose independent rect. 22 14
790 379.27 radiation 1.0 90 < th dose independent rect. 12 7
791 379.27 wind 5.0 30 < th dose independent rect. 7 11
813 379.30 wind 1.0 90 < th dose independent rect. 22 19
819 379.31 humidity 60.0 10 > th dose dependent rect. 16 9
834 379.33 humidity 80.0 90 > th dose independent rect. 12 3
847 379.36 humidity 50.0 4320 < th dose independent rect. 13 1
850 379.36 radiation 10.0 270 < th dose dependent rect. 3 23
859 379.38 wind 1.0 90 > th dose independent sin 7 NA
884 379.41 temperature 30.0 10 < th dose independent rect. 18 18
935 379.48 wind 1.0 90 < th dose dependent sin 16 NA
947 379.50 humidity 80.0 270 < th dose independent rect. 5 16