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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.

Os01g0935200

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

Description : Histone-like transcription factor/archaeal histone/DNA topoisomerase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.15 (0.039) R2 : 0.128
β1 : 1.01 (0.151) R2dD : 0.104 R2D : 0.0444
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.05 (0.174) R2dE : 0.0875 R2E : 0.0266
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0501 (0.088) R2dN8 : 0.000952 R2N8 : -0.00727
σ : 0.717
deviance : 236.9
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 14.51
memory length : 1536
response mode : > th
dose dependency : dose dependent
G
type of G : no
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 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
232.02 0.716 3.12 1.38 0.515 -1.09 0.262 1.97 0.153 20.7 21.14 728 -- --
234.03 0.712 3.17 0.962 0.457 -0.939 0.698 -- 0.0386 21.1 20.61 781 -- --
231.89 0.709 3.11 1.51 0.587 -1.2 -- 3.03 0.175 20.4 23.11 717 -- --
235.23 0.714 3.17 0.958 0.416 -0.936 -- -- 0.0324 21.6 19.2 878 -- --
239.06 0.72 3.12 1.24 -- -0.933 -- 1.44 0.0787 -- 23.1 1663 -- --
252.96 0.746 3.2 0.694 0.184 -- 0.47 -- -0.143 21.5 -- -- -- --
253.77 0.746 3.2 0.677 0.184 -- -- -- -0.143 21.2 -- -- -- --
236.9 0.717 3.15 1.01 -- -1.05 -- -- 0.0501 -- 14.51 1536 -- --
254.51 0.743 3.23 -- 0.304 -0.577 -- -- -0.285 21.7 28.6 995 -- --
255.73 0.747 3.2 0.677 -- -- -- -- -0.144 -- -- -- -- --
265.84 0.763 3.22 -- 0.184 -- -- -- -0.219 21.5 -- -- -- --
257.61 0.748 3.23 -- -- -0.45 -- -- -0.296 -- 29.01 1457 -- --
267.83 0.764 3.21 -- -- -- -- -- -0.22 -- -- -- -- --

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
1 225.89 precipitation 0.1 43200 < th dose independent rect. 20 1
2 225.89 precipitation 0.1 43200 < th dose dependent rect. 20 1
3 225.97 precipitation 0.1 43200 > th dose independent rect. 20 1
4 226.07 precipitation 0.1 43200 > th dose dependent rect. 20 3
5 226.13 humidity 50.0 14400 > th dose independent rect. 17 16
6 226.39 humidity 50.0 14400 < th dose dependent rect. 17 17
11 226.57 precipitation 0.1 43200 > th dose dependent rect. 17 6
15 226.78 humidity 50.0 14400 < th dose independent rect. 17 17
17 226.90 temperature 20.0 720 > th dose dependent rect. 8 12
18 226.94 temperature 20.0 720 > th dose dependent sin 23 NA
25 227.15 temperature 20.0 720 > th dose dependent rect. 10 5
39 227.37 precipitation 0.1 43200 > th dose independent rect. 17 5
41 227.39 precipitation 0.1 43200 < th dose independent rect. 17 5
42 227.39 precipitation 0.1 43200 < th dose dependent rect. 17 5
70 227.70 humidity 50.0 14400 > th dose independent rect. 17 3
76 227.73 humidity 50.0 14400 > th dose independent rect. 17 6
96 227.94 precipitation 0.1 43200 > th dose independent rect. 17 2
97 227.95 humidity 50.0 14400 > th dose independent rect. 17 9
98 227.95 humidity 50.0 14400 > th dose independent rect. 17 12
100 227.97 wind 9.0 43200 > th dose independent rect. 20 3
108 228.04 precipitation 0.1 43200 < th dose independent rect. 17 2
109 228.04 precipitation 0.1 43200 < th dose dependent rect. 17 2
118 228.13 precipitation 0.1 43200 > th dose dependent rect. 17 2
122 228.17 wind 9.0 43200 < th dose independent rect. 19 4
146 228.39 precipitation 0.1 43200 > th dose dependent sin 18 NA
154 228.45 wind 9.0 43200 > th dose dependent rect. 20 3
157 228.47 wind 9.0 43200 < th dose independent rect. 19 6
158 228.47 radiation 1.0 43200 < th dose dependent rect. 19 9
174 228.54 wind 9.0 43200 < th dose independent rect. 19 9
178 228.55 wind 7.0 43200 > th dose dependent rect. 20 5
197 228.63 precipitation 0.1 43200 > th dose dependent rect. 17 15
258 228.93 wind 9.0 43200 > th dose independent rect. 19 9
268 228.97 humidity 60.0 14400 < th dose independent rect. 18 1
302 229.11 wind 9.0 43200 > th dose dependent rect. 19 10
314 229.17 humidity 50.0 14400 < th dose dependent rect. 17 1
330 229.18 wind 5.0 43200 > th dose independent rect. 20 5
377 229.33 wind 5.0 43200 < th dose independent rect. 20 5
392 229.39 radiation 1.0 14400 > th dose independent rect. 16 1
397 229.41 wind 5.0 43200 > th dose independent rect. 20 1
427 229.49 radiation 1.0 43200 < th dose dependent rect. 19 5
439 229.54 radiation 1.0 14400 < th dose independent rect. 16 1
456 229.60 radiation 1.0 14400 < th dose independent rect. 7 11
502 229.72 wind 5.0 43200 < th dose independent rect. 20 1
522 229.79 radiation 1.0 14400 < th dose independent rect. 14 4
579 229.94 wind 5.0 43200 > th dose dependent rect. 20 1
586 229.96 humidity 90.0 43200 > th dose independent rect. 21 1
608 230.02 radiation 1.0 43200 < th dose dependent rect. 1 3
650 230.12 radiation 1.0 14400 < th dose independent rect. 16 13
654 230.13 precipitation 0.1 43200 > th dose dependent rect. 20 22
659 230.15 radiation 1.0 14400 < th dose independent rect. 7 22
668 230.16 radiation 1.0 14400 < th dose independent rect. 16 10
683 230.19 radiation 1.0 14400 < th dose independent rect. 7 16
701 230.22 radiation 1.0 43200 < th dose dependent rect. 1 1
704 230.23 radiation 1.0 14400 < th dose independent rect. 14 15
753 230.28 humidity 60.0 14400 < th dose independent rect. 18 14
776 230.29 temperature 10.0 720 > th dose dependent rect. 4 17
777 230.30 radiation 1.0 14400 < th dose independent sin 19 NA
871 230.41 atmosphere 995.0 43200 > th dose independent rect. 18 3
909 230.46 radiation 1.0 14400 > th dose independent rect. 7 11
917 230.47 temperature 30.0 720 < th dose independent rect. 16 17
930 230.50 temperature 30.0 720 < th dose independent rect. 16 2
951 230.53 radiation 1.0 14400 < th dose dependent rect. 16 1
967 230.56 precipitation 0.1 43200 > th dose dependent rect. 3 15