FiT-DB / Search/ Help/ Sample detail


Os04g0255500

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.27 (0.0402) R2 : 0.526
β1 : 1.63 (0.159) R2dD : 0.142 R2D : -0.0303
β2 : 0.863 (0.0965) R2dC : 0.0835 R2C : 0.12
β3 : 2.94 (0.172) R2dE : 0.445 R2E : 0.304
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0504 (0.0943) R2dN8 : 0.000474 R2N8 : -0.0127
σ : 0.728
deviance : 244.16
__
_____
C
peak time of C : 9.31
E
wheather : temperature
threshold : 25.3
memory length : 2430
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
248.38 0.74 8.31 1.6 0.899 3.23 -0.347 1.55 0.00406 9.68 25.04 3789 -- --
244.17 0.728 8.26 1.66 0.86 2.97 -0.167 -- 0.0589 9.17 25.31 2437 -- --
248.74 0.735 8.31 1.57 0.892 3.23 -- 1.5 0.00453 9.7 25.04 3705 -- --
244.16 0.728 8.27 1.63 0.863 2.94 -- -- 0.0504 9.31 25.3 2430 -- --
282.38 0.783 8.32 1.36 -- 3.19 -- 1.24 0.0341 -- 26.03 2295 -- --
397.54 0.935 8.43 0.441 1.05 -- -0.304 -- -0.707 10.2 -- -- -- --
397.89 0.934 8.43 0.429 1.05 -- -- -- -0.708 10.1 -- -- -- --
282.31 0.783 8.28 1.64 -- 3.08 -- -- 0.089 -- 26.62 2289 -- --
297.06 0.803 8.35 -- 1.04 2.53 -- -- -0.278 9.32 26.16 1264 -- --
465.1 1.01 8.46 0.414 -- -- -- -- -0.71 -- -- -- -- --
402.74 0.939 8.44 -- 1.05 -- -- -- -0.756 10.1 -- -- -- --
313.72 0.825 8.38 -- -- 2.94 -- -- -0.337 -- 31.7 770 -- --
469.62 1.01 8.47 -- -- -- -- -- -0.756 -- -- -- -- --

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
1 236.98 temperature 25 4320 < th dose dependent rect. 1 1
2 237.39 temperature 15 4320 > th dose dependent rect. 1 1
8 238.20 temperature 25 4320 < th dose dependent rect. 21 6
41 239.16 temperature 25 4320 < th dose dependent rect. 17 11
55 239.51 temperature 10 4320 > th dose dependent rect. 21 7
57 239.54 temperature 25 4320 < th dose dependent rect. 21 1
157 241.90 temperature 25 4320 < th dose dependent sin 14 NA
194 242.41 temperature 20 720 > th dose dependent rect. 21 16
206 242.75 temperature 20 720 > th dose dependent sin 8 NA
568 245.97 temperature 10 4320 > th dose dependent sin 12 NA
791 247.25 temperature 20 1440 < th dose independent rect. 4 2
801 247.33 temperature 20 4320 > th dose independent rect. 22 1
828 247.47 wind 9 43200 > th dose dependent rect. 18 12
846 247.59 temperature 20 4320 > th dose independent rect. 21 3
994 248.47 temperature 20 1440 > th dose independent rect. 4 2