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Os10g0473200

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 : 9.73 (0.0286) R2 : 0.774
β1 : -1.6 (0.111) R2dD : 0.124 R2D : 0.0474
β2 : 1.85 (0.0706) R2dC : 0.35 R2C : 0.21
β3 : 1.7 (0.154) R2dE : 0.0781 R2E : 0.1
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.25 (0.0647) R2dN8 : 0.289 R2N8 : 0.223
σ : 0.526
deviance : 127.36
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C
peak time of C : 2.96
E
wheather : temperature
threshold : 22.82
memory length : 1064
response mode : < th
dose dependency : dose dependent
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 = 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
120.99 0.517 9.75 -1.74 1.85 1.84 1.37 1.23 -1.27 2.96 22.95 1051 -- --
122.76 0.516 9.74 -1.57 1.87 1.65 1.27 -- -1.28 2.95 22.85 1047 -- --
126.88 0.525 9.74 -1.69 1.85 1.9 -- 0.908 -1.25 2.94 22.7 1075 -- --
127.36 0.526 9.73 -1.6 1.85 1.7 -- -- -1.25 2.96 22.82 1064 -- --
202.16 0.662 9.71 -1.61 -- 2.77 -- 1.09 -1.12 -- 32.72 87 -- --
154.09 0.582 9.78 -2.04 1.74 -- 1.41 -- -1.51 3.19 -- -- -- --
160.51 0.593 9.79 -2.06 1.74 -- -- -- -1.52 3.16 -- -- -- --
203.27 0.664 9.69 -1.42 -- 2.86 -- -- -1.07 -- 33.35 86 -- --
171.88 0.611 9.67 -- 1.77 2.45 -- -- -0.943 3.11 21.64 8109 -- --
332.93 0.853 9.79 -1.99 -- -- -- -- -1.47 -- -- -- -- --
272.85 0.773 9.74 -- 1.7 -- -- -- -1.29 3.15 -- -- -- --
252.54 0.74 9.65 -- -- 3.47 -- -- -0.864 -- 41.74 96 -- --
437.44 0.976 9.74 -- -- -- -- -- -1.25 -- -- -- -- --

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
1 117.47 temperature 20 720 > th dose independent rect. 5 2
4 121.08 temperature 15 720 > th dose dependent rect. 5 2
5 121.23 temperature 20 720 > th dose independent rect. 4 13
6 121.38 temperature 15 720 > th dose dependent rect. 4 4
10 121.48 temperature 20 720 > th dose independent rect. 5 11
13 122.03 temperature 30 270 < th dose dependent rect. 7 14
22 122.54 temperature 25 720 < th dose dependent sin 3 NA
24 122.64 temperature 20 720 > th dose independent sin 5 NA
27 122.77 temperature 20 720 > th dose independent rect. 22 18
29 122.82 temperature 25 720 < th dose dependent rect. 2 13
31 122.88 temperature 25 720 < th dose dependent rect. 1 17
78 123.70 temperature 20 1440 > th dose independent rect. 19 9
79 123.72 temperature 20 720 > th dose independent rect. 1 15
82 123.79 temperature 15 720 > th dose dependent sin 6 NA
91 123.92 temperature 20 1440 < th dose independent rect. 19 9
96 124.01 temperature 20 720 > th dose independent rect. 23 9
97 124.02 temperature 20 1440 > th dose independent rect. 19 12
103 124.09 temperature 20 1440 < th dose independent rect. 19 12
125 124.24 temperature 15 270 > th dose dependent rect. 4 13
191 124.53 temperature 20 1440 > th dose independent sin 11 NA
194 124.55 temperature 20 1440 < th dose independent rect. 21 4
198 124.56 temperature 15 720 > th dose dependent rect. 1 7
203 124.57 temperature 10 720 > th dose dependent rect. 23 17
235 124.68 temperature 20 1440 < th dose independent sin 11 NA
283 124.96 temperature 20 720 < th dose independent rect. 1 15
301 125.05 temperature 20 720 < th dose independent sin 4 NA
322 125.14 temperature 15 720 > th dose dependent rect. 23 9
329 125.18 temperature 25 1440 < th dose dependent rect. 1 1
346 125.24 temperature 20 1440 < th dose dependent rect. 3 1
360 125.33 temperature 25 1440 < th dose dependent rect. 21 6
506 125.82 temperature 10 1440 > th dose dependent rect. 1 1
507 125.82 temperature 25 1440 < th dose dependent rect. 21 2
549 125.91 temperature 10 720 > th dose dependent rect. 1 14
656 126.20 temperature 30 90 < th dose dependent rect. 7 22
885 126.76 temperature 15 270 > th dose dependent sin 0 NA
896 126.78 temperature 30 270 < th dose dependent sin 23 NA
897 126.78 temperature 15 720 > th dose dependent rect. 1 12
908 126.81 temperature 20 1440 < th dose independent rect. 5 2
974 126.96 temperature 25 1440 < th dose dependent sin 12 NA