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Os02g0128200

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

Description : Similar to Transcription factor HBP-1a (Histone-specific transcription factor HBP1).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.5 (0.0263) R2 : 0.756
β1 : -1.77 (0.0966) R2dD : 0.187 R2D : 0.156
β2 : 1.2 (0.0974) R2dC : 0.167 R2C : 0.414
β3 : 1.71 (0.139) R2dE : 0.163 R2E : 0.417
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.223 (0.0564) R2dN8 : 0.011 R2N8 : -0.00776
σ : 0.496
deviance : 111.85
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C
peak time of C : 3.35
E
wheather : humidity
threshold : 34.34
memory length : 11
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 = humidity, 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
107.28 0.487 10.5 -1.73 1.24 1.57 1.44 -0.597 -0.211 3.21 34.34 11 -- --
107.61 0.483 10.5 -1.75 1.23 1.57 1.16 -- -0.215 3.25 35.21 9 -- --
111.18 0.495 10.5 -1.78 1.21 1.68 -- 0.622 -0.224 3.33 34.34 11 -- --
111.85 0.496 10.5 -1.77 1.2 1.71 -- -- -0.223 3.35 34.34 11 -- --
143.72 0.558 10.5 -1.82 -- 2.06 -- 0.248 -0.0977 -- 65.43 24 -- --
136.46 0.548 10.5 -1.75 2.03 -- 1.5 -- -0.245 2.94 -- -- -- --
144.04 0.562 10.5 -1.79 2.04 -- -- -- -0.254 2.95 -- -- -- --
144.12 0.559 10.5 -1.77 -- 2.03 -- -- -0.0779 -- 66 24 -- --
194.12 0.649 10.5 -- 1.14 1.67 -- -- -0.0225 3.25 31.62 20 -- --
383.02 0.914 10.5 -1.7 -- -- -- -- -0.201 -- -- -- -- --
228.16 0.707 10.5 -- 2 -- -- -- -0.055 2.94 -- -- -- --
225.82 0.7 10.5 -- -- 2 -- -- 0.122 -- 66 24 -- --
459.22 1 10.5 -- -- -- -- -- -0.0128 -- -- -- -- --

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 95.75 humidity 70 30 > th dose dependent sin 0 NA
17 98.50 humidity 60 30 > th dose dependent rect. 3 17
18 98.51 humidity 90 30 < th dose dependent sin 2 NA
57 101.10 humidity 80 30 > th dose independent rect. 3 17
59 101.15 humidity 90 10 < th dose dependent rect. 20 22
74 101.56 humidity 90 10 < th dose dependent rect. 7 11
87 102.15 humidity 90 10 < th dose dependent rect. 23 19
94 102.23 humidity 80 10 > th dose independent sin 0 NA
115 102.56 humidity 80 10 < th dose independent rect. 7 11
126 102.93 humidity 80 10 < th dose independent sin 1 NA
150 103.34 humidity 90 10 < th dose dependent rect. 2 16
170 103.55 humidity 80 30 < th dose independent rect. 4 14
228 104.11 humidity 80 30 < th dose independent rect. 2 16
268 104.48 humidity 70 90 > th dose dependent rect. 1 22
335 105.11 humidity 80 30 > th dose independent rect. 3 13
359 105.28 humidity 80 10 < th dose independent rect. 22 20
453 106.19 humidity 90 10 < th dose dependent rect. 7 19
507 106.54 humidity 60 10 > th dose dependent rect. 3 11
589 107.18 radiation 10 90 < th dose dependent sin 0 NA
671 107.62 humidity 50 10 > th dose dependent rect. 15 23
738 107.99 radiation 20 90 < th dose dependent rect. 13 20
744 108.02 humidity 50 10 > th dose dependent no NA NA
746 108.04 humidity 90 10 < th dose dependent no NA NA
778 108.18 humidity 90 10 < th dose dependent rect. 23 23
871 108.70 humidity 60 30 > th dose dependent rect. 21 23
874 108.71 radiation 10 270 < th dose dependent rect. 1 18
887 108.74 humidity 50 10 > th dose dependent rect. 13 23
893 108.76 humidity 50 10 > th dose dependent rect. 17 23
947 108.91 humidity 50 10 > th dose dependent rect. 11 23