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Os09g0106200

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

Description : Similar to Ps16 protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.6 (0.0164) R2 : 0.467
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.19 (0.0697) R2dE : 0.37 R2E : 0.424
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.185 (0.0358) R2dN8 : 0.0438 R2N8 : 0.0977
σ : 0.306
deviance : 43.17
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C
peak time of C : --
E
wheather : temperature
threshold : 264.6
memory length : 1263
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
35.3 0.279 10.6 0.64 0.29 1.36 0.477 -1.73 -0.0435 19.5 60.96 1086 -- --
37.9 0.287 10.6 0.333 0.246 1.34 0.56 -- -0.166 19.9 85.86 1147 -- --
35.85 0.279 10.6 0.647 0.3 1.35 -- -1.84 -0.0393 19.1 74.13 1067 -- --
38.63 0.289 10.6 0.26 0.26 1.31 -- -- -0.139 18.8 239.7 1173 -- --
39.21 0.292 10.6 0.625 -- 1.32 -- -1.65 -0.0448 -- 73.62 1231 -- --
65.03 0.378 10.7 -0.113 0.307 -- -0.235 -- -0.363 16.2 -- -- -- --
65.14 0.378 10.7 -0.116 0.31 -- -- -- -0.365 16.6 -- -- -- --
41.45 0.3 10.6 0.274 -- 1.3 -- -- -0.137 -- 289.9 1268 -- --
40.27 0.296 10.6 -- 0.25 1.18 -- -- -0.185 18.5 245.4 1172 -- --
70.25 0.392 10.7 -0.128 -- -- -- -- -0.373 -- -- -- -- --
65.49 0.379 10.7 -- 0.312 -- -- -- -0.352 16.6 -- -- -- --
43.17 0.306 10.6 -- -- 1.19 -- -- -0.185 -- 264.6 1263 -- --
70.68 0.392 10.7 -- -- -- -- -- -0.359 -- -- -- -- --

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 35.00 temperature 15 720 > th dose dependent rect. 10 21
14 35.61 temperature 15 720 > th dose dependent rect. 13 18
22 35.85 temperature 30 720 < th dose dependent rect. 14 20
70 36.67 temperature 15 720 > th dose dependent sin 14 NA
76 36.75 temperature 10 720 > th dose dependent rect. 2 23
77 36.75 temperature 30 720 < th dose dependent rect. 16 23
81 36.79 temperature 30 720 < th dose dependent no NA NA
95 36.88 temperature 30 720 < th dose dependent rect. 5 23
99 36.90 temperature 30 720 < th dose dependent rect. 20 23
106 36.98 temperature 30 720 < th dose dependent rect. 3 23
109 36.99 temperature 30 720 < th dose dependent rect. 1 23
110 37.00 temperature 10 720 > th dose dependent no NA NA
122 37.05 temperature 15 720 > th dose dependent rect. 4 23
124 37.05 temperature 15 720 > th dose dependent rect. 17 23
142 37.17 temperature 15 720 > th dose dependent rect. 15 23
173 37.34 temperature 10 1440 > th dose dependent rect. 5 19
375 37.53 temperature 10 1440 > th dose dependent rect. 19 23
413 37.58 temperature 10 1440 > th dose dependent rect. 13 12
694 37.86 temperature 10 1440 > th dose dependent rect. 21 2
699 37.87 temperature 30 720 < th dose dependent sin 13 NA
743 37.93 temperature 30 1440 < th dose dependent rect. 21 2
895 38.12 temperature 30 1440 < th dose dependent rect. 5 19