FiT-DB / Search/ Help/ Sample detail


Os05g0160300

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

Description : Plant lipid transfer protein/Par allergen family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.4 (0.0688) R2 : 0.736
β1 : -7.64 (0.409) R2dD : 0.893 R2D : -0.0241
β2 : 2.78 (0.131) R2dC : 0.264 R2C : 0.212
β3 : 3.98 (0.197) R2dE : 0.412 R2E : -0.0678
β4 : 2.34 (0.514) R2dD*C : 0.0123 R2D*C : -0.0309
β5 : -10.4 (1.33) R2dD*E : 0.163 R2D*E : -0.466
γ1 : -0.828 (0.141) R2dN8 : 0.0399 R2N8 : -0.0706
σ : 1.02
deviance : 470.49
__
_____
C
peak time of C : 13.7
E
wheather : temperature
threshold : 24.88
memory length : 1449
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 15.4
open length of G : 1.74

__

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 = rect.)

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
470.49 1.02 11.4 -7.64 2.78 3.98 2.34 -10.4 -0.828 13.7 24.88 1449 15.4 1.74
521.98 1.06 11.1 -4.71 2.76 3.22 1.77 -- -0.422 13.6 23.61 1463 16.8 1.87
489.76 1.03 11.4 -7.48 2.8 3.97 -- -9.99 -0.852 13.7 24.29 1446 15.3 1.98
544.69 1.09 11.1 -4.62 2.81 3.1 -- -- -0.396 13.6 23.55 1461 16.8 2.26
942.78 1.43 11.4 -7.2 -- 4.14 -- -9.96 -0.956 -- 23.08 1495 15.4 2.23
928.13 1.43 11 -3.83 2.64 -- 2.21 -- 0.0408 13.6 -- -- -- --
947.47 1.44 11 -3.76 2.65 -- -- -- 0.0539 13.7 -- -- -- --
982.57 1.46 11.1 -5.21 -- 4.59 -- -- -0.442 -- 17.9 1555 14.8 3.97
1071.76 1.52 11 -- 2.84 3.07 -- -- 0.193 13.5 24.21 1497 17.9 1.43
1374.23 1.73 11.1 -3.87 -- -- -- -- -0.00502 -- -- -- -- --
1319.85 1.7 10.9 -- 2.71 -- -- -- 0.472 13.7 -- -- -- --
1562.23 1.84 11 -- -- 3.12 -- -- 0.186 -- 23.9 1510 17.9 1.15
1768.49 1.96 11 -- -- -- -- -- 0.424 -- -- -- -- --

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
1 473.65 temperature 25 1440 > th dose dependent rect. 15 2
2 475.48 temperature 25 1440 > th dose dependent rect. 15 4
58 494.99 temperature 25 1440 > th dose dependent sin 18 NA
73 495.86 temperature 25 1440 > th dose dependent rect. 13 19
347 515.16 temperature 25 1440 > th dose dependent no NA NA
787 539.53 temperature 30 1440 < th dose dependent rect. 18 1
836 541.42 wind 3 43200 > th dose dependent rect. 20 1