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Os01g0186600

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.2 (0.0804) R2 : 0.62
β1 : 5.09 (0.304) R2dD : 0.316 R2D : 0.383
β2 : 0.761 (0.174) R2dC : 0.0159 R2C : 0.0199
β3 : 3.4 (0.4) R2dE : 0.133 R2E : 0.043
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -17.7 (1.33) R2dD*E : 0.269 R2D*E : -0.0156
γ1 : 1.79 (0.17) R2dN8 : 0.148 R2N8 : -0.0772
σ : 1.36
deviance : 853.12
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C
peak time of C : 1.42
E
wheather : wind
threshold : 0.9
memory length : 4297
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 5.99
open length of G : 1.18

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, response mode = < th, dose dependency = dose dependent, type of G = rect.)

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
847.84 1.37 9.2 5.08 0.764 3.39 -1.15 -17.8 1.78 1.46 0.9108 4271 5.98 1.18
1118.71 1.56 8.9 5.12 1.14 3.33 -1.11 -- 1.88 0.602 1.581 3600 5.38 1.17
853.12 1.36 9.2 5.09 0.761 3.4 -- -17.7 1.79 1.42 0.9 4297 5.99 1.18
1086.19 1.53 8.78 5.6 1.07 2.31 -- -- 1.86 0.081 1.319 3485 5.44 1.18
888.84 1.39 9.2 5.13 -- 3.38 -- -17.8 1.79 -- 0.9 4297 5.99 1.18
1185.1 1.61 8.8 6.03 0.787 -- -1.02 -- 1.35 1.83 -- -- -- --
1189.12 1.61 8.8 6.06 0.785 -- -- -- 1.35 1.69 -- -- -- --
1105.77 1.55 8.7 5.56 -- 2.5 -- -- 1.92 -- 1.359 3238 5.45 1.13
1771.75 1.96 8.79 -- 1.01 3.52 -- -- 1.78 0.608 1.525 4445 5.53 1.2
1226.61 1.64 8.79 6.09 -- -- -- -- 1.37 -- -- -- -- --
2157.59 2.17 8.95 -- 0.896 -- -- -- 0.679 1.9 -- -- -- --
1775.81 1.96 8.62 -- -- 4.73 -- -- 1.99 -- 1.69 4338 5.4 1.26
2206.11 2.19 8.94 -- -- -- -- -- 0.696 -- -- -- -- --

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
1 854.60 wind 1 14400 > th dose independent rect. 24 2
2 857.62 wind 1 14400 < th dose independent rect. 24 2
5 874.50 wind 1 14400 < th dose dependent rect. 24 2
6 874.77 wind 1 4320 < th dose dependent rect. 6 1
12 881.12 wind 1 14400 < th dose dependent rect. 22 16
13 881.99 humidity 90 43200 < th dose dependent rect. 6 1
23 883.17 wind 1 14400 < th dose dependent rect. 21 12
24 883.19 wind 1 14400 < th dose dependent rect. 19 14
30 883.77 humidity 60 43200 < th dose independent rect. 21 13
35 884.00 wind 1 43200 < th dose independent rect. 12 1
36 884.07 humidity 70 43200 < th dose dependent rect. 23 10
55 885.60 wind 1 14400 < th dose dependent sin 9 NA
65 886.11 humidity 60 43200 < th dose independent rect. 2 7
66 886.16 wind 1 14400 < th dose dependent rect. 16 17
70 886.39 humidity 60 43200 > th dose independent rect. 23 10
119 890.05 wind 1 43200 > th dose independent rect. 12 1
124 890.39 temperature 20 4320 < th dose dependent rect. 3 4
128 890.57 temperature 20 4320 < th dose dependent rect. 19 12
132 890.77 wind 1 43200 < th dose dependent rect. 12 1
158 892.02 humidity 50 43200 > th dose dependent rect. 5 2
166 892.36 temperature 20 4320 < th dose dependent sin 10 NA
233 894.10 wind 1 14400 < th dose dependent rect. 6 3
270 895.01 wind 1 14400 < th dose dependent rect. 11 22
271 895.08 wind 1 43200 > th dose independent rect. 21 16
331 896.21 wind 5 14400 < th dose dependent rect. 5 4
336 896.26 wind 1 14400 < th dose dependent rect. 3 11
352 896.71 wind 1 14400 > th dose independent rect. 6 3
366 897.00 wind 1 14400 < th dose dependent rect. 4 22
394 897.56 humidity 80 43200 < th dose independent rect. 16 15
400 897.65 wind 1 14400 < th dose dependent rect. 6 23
453 898.52 temperature 20 4320 < th dose dependent rect. 22 23
495 899.10 temperature 20 4320 < th dose dependent no NA NA
516 899.39 humidity 80 43200 > th dose independent rect. 17 14
518 899.44 temperature 20 4320 < th dose dependent rect. 1 23
521 899.50 wind 1 14400 > th dose independent rect. 22 11
545 899.96 wind 1 14400 < th dose dependent no NA NA
559 900.24 wind 1 14400 < th dose dependent rect. 24 23
580 900.53 temperature 20 4320 < th dose dependent rect. 3 23
590 900.66 atmosphere 1015 43200 < th dose independent rect. 20 1
641 901.52 wind 1 14400 < th dose independent rect. 22 16
642 901.57 atmosphere 1015 43200 > th dose independent rect. 21 1
655 901.79 wind 1 14400 > th dose dependent rect. 5 4
755 903.58 wind 1 14400 < th dose dependent rect. 6 9
809 904.23 temperature 20 14400 > th dose independent rect. 20 1
862 905.05 humidity 80 43200 < th dose independent sin 13 NA
864 905.07 humidity 60 43200 > th dose dependent rect. 18 14
870 905.20 wind 1 14400 < th dose independent rect. 21 12
886 905.51 wind 1 14400 < th dose independent rect. 6 3
897 905.63 humidity 90 43200 < th dose dependent rect. 18 13
955 906.35 humidity 80 43200 > th dose independent sin 13 NA
988 906.73 wind 3 14400 < th dose independent rect. 1 13