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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.

Os06g0160100

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

Description : Similar to Histone H3.1 (Major histone H3).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.62 (0.0534) R2 : 0.476
β1 : -2.24 (0.317) R2dD : 0.255 R2D : -0.332
β2 : 0.699 (0.109) R2dC : 0.0487 R2C : 0.0516
β3 : 2.52 (0.152) R2dE : 0.494 R2E : 0.316
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -6.51 (0.901) R2dD*E : 0.255 R2D*E : -0.148
γ1 : -0.324 (0.122) R2dN8 : 0.0214 R2N8 : -0.0869
σ : 0.783
deviance : 282.86
__
_____
C
peak time of C : 4.65
E
wheather : temperature
threshold : 21.99
memory length : 1335
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
282.27 0.789 5.61 -2.15 0.695 2.56 -0.646 -6.17 -0.322 5.07 21.57 1310 -- --
307.46 0.817 5.4 -0.401 0.69 2.29 -0.859 -- 0.152 5 19.6 1304 -- --
282.86 0.783 5.62 -2.24 0.699 2.52 -- -6.51 -0.324 4.65 21.99 1335 -- --
309.22 0.819 5.4 -0.398 0.692 2.28 -- -- 0.155 4.68 19.5 1318 -- --
307.18 0.816 5.63 -2.25 -- 2.7 -- -6.66 -0.341 -- 21.98 1283 -- --
455.09 1 5.28 0.415 0.913 -- -0.422 -- 0.671 4.07 -- -- -- --
455.56 1 5.28 0.42 0.909 -- -- -- 0.674 3.98 -- -- -- --
333.38 0.85 5.41 -0.4 -- 2.4 -- -- 0.153 -- 19.6 1265 -- --
312.77 0.824 5.38 -- 0.7 2.15 -- -- 0.226 4.71 19.81 1306 -- --
500.73 1.05 5.29 0.457 -- -- -- -- 0.698 -- -- -- -- --
460.21 1 5.29 -- 0.917 -- -- -- 0.627 3.97 -- -- -- --
337.06 0.855 5.39 -- -- 2.26 -- -- 0.221 -- 19.88 1263 -- --
506.25 1.05 5.3 -- -- -- -- -- 0.647 -- -- -- -- --

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
1 274.66 temperature 20 1440 > th dose dependent rect. 18 13
5 275.45 temperature 20 1440 > th dose dependent rect. 4 3
21 277.09 temperature 20 1440 > th dose dependent sin 12 NA
68 280.20 temperature 20 1440 > th dose dependent rect. 19 4
72 280.33 humidity 90 43200 > th dose dependent rect. 13 12
83 280.92 humidity 90 43200 < th dose independent rect. 10 18
95 281.36 humidity 90 43200 > th dose independent rect. 10 17
97 281.41 humidity 90 43200 > th dose dependent rect. 12 14
115 281.91 humidity 90 43200 > th dose dependent sin 17 NA
116 281.95 humidity 90 43200 < th dose independent rect. 11 16
122 282.06 humidity 90 43200 > th dose independent sin 17 NA
135 282.42 humidity 90 43200 > th dose independent rect. 12 14
151 282.80 humidity 90 43200 > th dose independent rect. 13 12
164 283.18 wind 5 43200 > th dose independent rect. 11 4
184 283.72 humidity 90 43200 < th dose independent sin 16 NA
196 284.05 wind 5 43200 < th dose independent rect. 11 4
203 284.29 humidity 90 43200 > th dose dependent rect. 21 3
234 284.87 humidity 90 43200 > th dose dependent rect. 22 1
237 284.96 wind 5 43200 > th dose dependent rect. 14 1
322 286.65 temperature 25 4320 < th dose independent rect. 5 6
330 286.84 temperature 25 4320 > th dose independent rect. 5 6
342 287.01 wind 5 43200 > th dose dependent rect. 13 3
344 287.06 radiation 20 43200 < th dose independent rect. 6 2
349 287.09 radiation 20 43200 < th dose independent rect. 19 13
355 287.13 radiation 20 43200 < th dose independent rect. 24 8
401 287.76 wind 5 43200 > th dose independent rect. 10 6
408 287.87 wind 5 43200 > th dose independent rect. 13 1
430 288.14 temperature 25 1440 > th dose dependent rect. 12 1
443 288.36 humidity 90 43200 > th dose dependent rect. 12 23
456 288.52 humidity 90 43200 > th dose dependent rect. 2 23
460 288.55 humidity 90 43200 > th dose dependent no NA NA
468 288.62 humidity 90 43200 > th dose independent rect. 21 23
470 288.63 humidity 90 43200 > th dose independent rect. 12 23
471 288.64 humidity 80 43200 > th dose dependent rect. 13 2
474 288.64 humidity 90 43200 > th dose dependent rect. 20 23
493 288.84 humidity 90 43200 > th dose independent no NA NA
500 288.90 temperature 25 4320 < th dose independent rect. 9 1
504 288.93 temperature 25 4320 > th dose independent rect. 9 2
517 289.05 temperature 25 1440 > th dose dependent rect. 11 10
522 289.09 humidity 90 43200 > th dose independent rect. 21 3
524 289.10 humidity 90 43200 > th dose independent rect. 18 1
536 289.22 humidity 90 43200 > th dose independent rect. 23 23
543 289.27 humidity 90 43200 > th dose independent rect. 16 23
552 289.33 temperature 20 1440 > th dose dependent no NA NA
582 289.55 humidity 90 43200 > th dose independent rect. 1 23
584 289.56 humidity 90 43200 < th dose independent rect. 21 22
607 289.78 humidity 90 43200 < th dose independent rect. 21 1
608 289.79 humidity 90 43200 < th dose independent rect. 12 23
610 289.80 humidity 90 43200 < th dose independent rect. 23 23
625 289.89 humidity 90 43200 < th dose independent no NA NA
643 290.01 humidity 90 43200 < th dose independent rect. 14 23
649 290.04 humidity 90 43200 < th dose independent rect. 16 23
650 290.04 temperature 20 1440 > th dose dependent rect. 24 23
677 290.24 wind 5 43200 > th dose dependent rect. 10 7
695 290.36 temperature 20 1440 > th dose dependent rect. 4 23
733 290.58 temperature 25 43200 > th dose independent rect. 8 2
737 290.59 temperature 25 14400 > th dose dependent rect. 11 1
789 290.92 humidity 90 43200 < th dose independent rect. 2 23
827 291.10 wind 5 43200 < th dose independent rect. 13 1
840 291.17 temperature 25 1440 > th dose dependent sin 19 NA
844 291.21 humidity 90 43200 < th dose independent rect. 18 1
845 291.21 temperature 25 1440 < th dose independent rect. 16 7
848 291.24 temperature 25 43200 < th dose independent rect. 8 2
893 291.51 temperature 20 43200 > th dose dependent rect. 6 1
912 291.63 temperature 25 4320 > th dose dependent rect. 9 4
947 291.78 temperature 25 4320 > th dose dependent rect. 4 9
951 291.79 temperature 25 1440 > th dose dependent rect. 2 19
975 291.90 temperature 25 4320 > th dose dependent rect. 7 6