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Os11g0170200

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

Description : Protein of unknown function DUF869, plant family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.82 (0.0154) R2 : 0.707
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.05 (0.039) R2dC : 0.48 R2C : 0.551
β3 : 0.697 (0.0469) R2dE : 0.144 R2E : 0.225
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.1 (0.0324) R2dN8 : 0.0079 R2N8 : 0.00579
σ : 0.289
deviance : 38.42
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C
peak time of C : 20.7
E
wheather : temperature
threshold : 25.5
memory length : 2465
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
34.58 0.276 9.74 0.324 1.1 0.797 0.181 2.64 0.153 20.8 18.45 5424 -- --
36.8 0.283 9.83 -0.198 1.05 0.714 0.252 -- 0.084 20.7 25.37 2606 -- --
34.68 0.274 9.74 0.317 1.1 0.812 -- 2.67 0.154 20.8 18.22 5400 -- --
36.89 0.283 9.83 -0.234 1.05 0.74 -- -- 0.0731 20.8 25.56 2465 -- --
76.28 0.407 9.72 0.197 -- 1.11 -- 3.07 0.135 -- 24.13 762 -- --
56.01 0.351 9.82 -0.00466 1.13 -- 0.302 -- 0.13 21.1 -- -- -- --
56.33 0.351 9.82 -0.0148 1.13 -- -- -- 0.13 21 -- -- -- --
70.63 0.391 9.82 -0.328 -- 1.45 -- -- -0.0163 -- 24.29 774 -- --
38.42 0.289 9.82 -- 1.05 0.697 -- -- 0.1 20.7 25.5 2465 -- --
129.83 0.532 9.78 -0.0128 -- -- -- -- 0.124 -- -- -- -- --
56.33 0.351 9.81 -- 1.13 -- -- -- 0.132 21 -- -- -- --
73.6 0.4 9.81 -- -- 1.38 -- -- 0.0114 -- 24.13 760 -- --
129.84 0.532 9.78 -- -- -- -- -- 0.125 -- -- -- -- --

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 35.11 temperature 15 4320 > th dose dependent rect. 5 19
8 35.15 temperature 25 14400 > th dose independent rect. 22 1
46 35.24 temperature 15 4320 > th dose dependent sin 19 NA
105 35.28 temperature 20 4320 > th dose dependent rect. 15 23
107 35.29 temperature 20 4320 > th dose dependent no NA NA
114 35.29 temperature 20 4320 > th dose dependent rect. 18 21
126 35.29 temperature 20 4320 > th dose dependent rect. 20 23
154 35.30 temperature 20 4320 > th dose dependent rect. 12 23
180 35.32 temperature 20 4320 > th dose dependent rect. 21 17
205 35.33 temperature 20 4320 > th dose dependent sin 5 NA
220 35.34 temperature 25 14400 < th dose independent rect. 20 4
253 35.36 temperature 15 4320 > th dose dependent rect. 15 6
272 35.37 temperature 25 4320 < th dose independent rect. 7 2
276 35.37 temperature 20 4320 > th dose dependent rect. 7 1
316 35.39 temperature 20 4320 > th dose dependent rect. 1 12
334 35.40 temperature 20 4320 > th dose dependent rect. 3 8
349 35.41 temperature 15 4320 > th dose dependent rect. 5 6
375 35.42 temperature 25 14400 < th dose independent rect. 22 1
394 35.43 temperature 25 14400 < th dose independent rect. 20 1
397 35.43 temperature 15 4320 > th dose dependent sin 2 NA
398 35.43 temperature 30 4320 < th dose dependent rect. 7 1
413 35.44 temperature 30 4320 < th dose dependent rect. 6 3
414 35.44 temperature 20 4320 > th dose dependent rect. 5 4
456 35.46 temperature 25 14400 > th dose independent rect. 20 4
462 35.46 temperature 15 4320 > th dose dependent rect. 18 1
503 35.48 temperature 25 4320 > th dose independent rect. 7 2
583 35.52 temperature 30 4320 < th dose dependent rect. 5 6
684 35.57 temperature 30 4320 < th dose dependent rect. 5 19
876 35.69 temperature 30 4320 < th dose dependent rect. 18 2