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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.

Os02g0717900

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

Description : MSF1 domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.2 (0.0192) R2 : 0.506
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.74 (0.0821) R2dE : 0.495 R2E : 0.504
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0488 (0.0409) R2dN8 : 0.00197 R2N8 : 0.011
σ : 0.359
deviance : 59.34
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_____
C
peak time of C : --
E
wheather : radiation
threshold : 0.3691
memory length : 3343
response mode : < th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

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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
45.53 0.317 10.2 -0.477 1.42 2.53 -0.45 -1.55 -0.171 19 0.4213 712 -- --
46.3 0.317 10.2 -0.503 1.59 2.71 0.756 -- -0.172 18.5 0.42 694 -- --
45.65 0.315 10.2 -0.479 1.46 2.57 -- -1.11 -0.172 18.9 0.43 709 -- --
47.56 0.321 10.2 -0.503 1.58 2.7 -- -- -0.169 18.7 0.43 705 -- --
58.17 0.355 10.2 -0.205 -- 1.92 -- -0.537 -0.0549 -- 0.4961 3361 -- --
59.85 0.363 10.2 -0.752 0.866 -- -0.839 -- -0.3 3.28 -- -- -- --
62.11 0.369 10.2 -0.736 0.862 -- -- -- -0.295 3.28 -- -- -- --
54.9 0.345 10.2 -0.44 -- 1.65 -- -- -0.0849 -- 0.4623 3331 -- --
53.63 0.341 10.3 -- 1.88 3.11 -- -- -0.145 18.6 0.19 707 -- --
104.16 0.477 10.2 -0.699 -- -- -- -- -0.273 -- -- -- -- --
76.37 0.409 10.2 -- 0.848 -- -- -- -0.213 3.28 -- -- -- --
59.34 0.359 10.2 -- -- 1.74 -- -- -0.0488 -- 0.3691 3343 -- --
117.05 0.505 10.2 -- -- -- -- -- -0.195 -- -- -- -- --

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 42.33 temperature 30.0 10 < th dose dependent rect. 18 2
2 42.34 humidity 60.0 90 > th dose dependent rect. 18 2
5 42.95 humidity 70.0 90 > th dose independent rect. 18 2
12 43.44 radiation 1.0 720 < th dose dependent rect. 15 5
14 43.49 radiation 1.0 720 < th dose dependent rect. 22 22
22 43.94 radiation 1.0 720 < th dose dependent rect. 5 15
23 43.95 temperature 10.0 90 > th dose dependent rect. 20 23
28 44.10 temperature 30.0 90 < th dose independent rect. 18 2
29 44.16 radiation 1.0 720 < th dose dependent rect. 14 16
31 44.19 radiation 1.0 720 < th dose independent rect. 15 5
40 44.30 radiation 1.0 720 < th dose dependent rect. 17 2
41 44.34 radiation 1.0 720 < th dose dependent sin 13 NA
43 44.34 radiation 1.0 720 < th dose dependent rect. 1 19
53 44.54 radiation 1.0 720 < th dose dependent rect. 10 10
88 45.07 radiation 1.0 720 > th dose independent rect. 13 18
95 45.18 radiation 1.0 720 < th dose independent rect. 10 10
108 45.26 radiation 1.0 720 > th dose independent rect. 10 22
125 45.43 radiation 1.0 720 < th dose independent rect. 14 15
151 45.62 temperature 15.0 1440 > th dose independent rect. 20 1
161 45.71 radiation 1.0 720 < th dose dependent rect. 6 23
177 45.79 temperature 15.0 90 > th dose independent rect. 20 23
179 45.81 radiation 1.0 720 < th dose independent rect. 22 22
187 45.88 atmosphere 995.0 90 > th dose dependent rect. 19 1
216 46.17 radiation 10.0 4320 < th dose dependent rect. 20 1
226 46.23 radiation 1.0 720 < th dose dependent no NA NA
235 46.26 temperature 30.0 1440 < th dose independent rect. 20 1
239 46.26 humidity 50.0 1440 > th dose independent rect. 20 1
245 46.26 atmosphere 1000.0 90 > th dose independent rect. 19 1
246 46.26 atmosphere 995.0 1440 > th dose independent rect. 20 1
250 46.26 radiation 1.0 1440 < th dose independent rect. 20 1
270 46.26 temperature 10.0 1440 > th dose independent rect. 21 23
284 46.28 radiation 1.0 90 < th dose dependent rect. 17 3
287 46.30 radiation 1.0 720 < th dose independent rect. 8 21
291 46.31 radiation 1.0 720 < th dose independent rect. 10 19
326 46.55 radiation 1.0 720 < th dose dependent sin 23 NA
327 46.55 humidity 50.0 720 > th dose dependent rect. 17 3
338 46.67 radiation 1.0 720 < th dose independent sin 14 NA
339 46.67 wind 9.0 90 < th dose independent rect. 20 23
356 46.78 wind 1.0 90 > th dose independent rect. 19 1
357 46.78 wind 9.0 90 < th dose independent rect. 19 1
358 46.78 temperature 10.0 90 > th dose independent rect. 19 1
364 46.78 atmosphere 1010.0 90 < th dose independent rect. 19 1
366 46.78 radiation 1.0 90 < th dose independent rect. 19 1
381 46.80 precipitation 0.1 90 < th dose independent rect. 20 23
383 46.80 precipitation 0.1 90 < th dose dependent rect. 20 23
396 46.91 radiation 1.0 720 > th dose independent sin 14 NA
398 46.92 temperature 10.0 720 > th dose dependent rect. 12 5
416 47.03 wind 9.0 90 < th dose dependent rect. 19 1
423 47.08 radiation 1.0 720 > th dose independent rect. 12 7
456 47.22 temperature 30.0 720 < th dose independent rect. 17 3
497 47.39 radiation 1.0 90 < th dose dependent rect. 10 10
499 47.40 temperature 10.0 720 > th dose dependent rect. 5 19
512 47.47 temperature 10.0 720 > th dose dependent rect. 12 20
561 47.73 temperature 10.0 720 > th dose dependent rect. 5 12
564 47.74 radiation 40.0 1440 < th dose dependent rect. 18 3
578 47.79 temperature 10.0 720 > th dose dependent rect. 20 21
611 47.85 precipitation 0.1 90 < th dose independent rect. 19 1
612 47.85 precipitation 0.1 90 < th dose dependent rect. 19 1
613 47.85 temperature 20.0 720 > th dose dependent rect. 20 21
670 47.94 radiation 1.0 90 < th dose dependent rect. 5 15
688 48.03 temperature 20.0 720 > th dose dependent rect. 5 19
718 48.14 temperature 20.0 720 > th dose dependent rect. 12 21
830 48.34 temperature 20.0 720 > th dose dependent rect. 5 13
863 48.44 radiation 1.0 720 < th dose independent sin 23 NA
881 48.47 radiation 1.0 720 < th dose independent no NA NA
893 48.50 radiation 1.0 720 > th dose independent rect. 5 14
912 48.52 atmosphere 1015.0 30 < th dose independent rect. 20 23
919 48.54 temperature 20.0 1440 > th dose dependent rect. 17 1
923 48.55 radiation 1.0 720 > th dose independent no NA NA