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Os12g0164300

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

Description : Cyclin-like F-box domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.09 (0.0252) R2 : 0.693
β1 : -1.07 (0.0934) R2dD : 0.0949 R2D : 0.141
β2 : 1.74 (0.0638) R2dC : 0.508 R2C : 0.445
β3 : 0.844 (0.0757) R2dE : 0.09 R2E : 0.0511
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.321 (0.0545) R2dN8 : 0.0325 R2N8 : 0.0226
σ : 0.469
deviance : 101.27
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C
peak time of C : 20.3
E
wheather : humidity
threshold : 70.14
memory length : 1226
response mode : > th
dose dependency : dose independent
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 independent, 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
101.22 0.473 9.08 -1.06 1.73 0.844 0.136 -0.0515 0.325 20.3 70.01 1239 -- --
101.21 0.469 9.09 -1.06 1.74 0.847 0.151 -- 0.321 20.3 70 1226 -- --
101.26 0.469 9.08 -1.06 1.73 0.844 -- -0.0735 0.325 20.3 70.08 1233 -- --
101.27 0.469 9.09 -1.07 1.74 0.844 -- -- 0.321 20.3 70.14 1226 -- --
253.44 0.741 9.04 -1.1 -- 0.816 -- -0.0834 0.3 -- 72.61 1415 -- --
126.73 0.528 9.11 -1.26 1.67 -- 0.0553 -- 0.208 19.9 -- -- -- --
126.74 0.527 9.11 -1.26 1.67 -- -- -- 0.208 19.9 -- -- -- --
253.45 0.741 9.04 -1.12 -- 0.811 -- -- 0.295 -- 72.66 1415 -- --
130.69 0.532 9.08 -- 1.76 1.02 -- -- 0.392 20.3 69.29 1208 -- --
278.79 0.78 9.07 -1.28 -- -- -- -- 0.185 -- -- -- -- --
168.42 0.607 9.08 -- 1.68 -- -- -- 0.348 19.8 -- -- -- --
284.98 0.786 9.05 -- -- 0.953 -- -- 0.368 -- 69.01 1410 -- --
321.79 0.837 9.04 -- -- -- -- -- 0.327 -- -- -- -- --

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 94.84 humidity 80 1440 < th dose independent rect. 6 6
4 95.27 humidity 80 1440 > th dose independent rect. 6 6
18 96.07 humidity 90 1440 < th dose dependent rect. 2 11
20 96.13 humidity 70 1440 > th dose independent rect. 19 17
27 96.35 humidity 80 1440 > th dose independent rect. 2 10
41 96.64 humidity 70 1440 > th dose independent rect. 9 3
51 96.93 humidity 60 1440 > th dose dependent rect. 5 9
64 97.22 humidity 60 1440 > th dose dependent rect. 7 6
82 97.38 humidity 70 1440 < th dose independent rect. 19 17
120 97.82 humidity 80 1440 < th dose dependent sin 7 NA
124 97.84 humidity 90 1440 < th dose dependent sin 5 NA
158 98.15 humidity 60 1440 > th dose dependent rect. 11 1
179 98.30 humidity 70 1440 > th dose independent sin 8 NA
212 98.61 humidity 80 1440 < th dose independent sin 4 NA
224 98.70 humidity 80 1440 > th dose independent sin 4 NA
259 98.93 humidity 50 1440 > th dose dependent sin 4 NA
329 99.56 humidity 70 1440 < th dose independent sin 8 NA
893 103.26 humidity 70 720 > th dose independent rect. 14 21
919 103.36 humidity 70 720 > th dose dependent rect. 6 18
935 103.49 humidity 70 720 > th dose independent rect. 6 18
977 103.68 humidity 70 1440 < th dose independent rect. 15 21
994 103.78 radiation 1 720 > th dose independent rect. 9 21