FiT-DB / Search/ Help/ Sample detail


Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os01g0607900

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

Description : Protein kinase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.67 (0.0443) R2 : 0.546
β1 : -2.12 (0.167) R2dD : 0.182 R2D : 0.0379
β2 : 1.64 (0.113) R2dC : 0.209 R2C : 0.213
β3 : 2.16 (0.136) R2dE : 0.296 R2E : 0.155
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.539 (0.0984) R2dN8 : 0.0445 R2N8 : -0.0529
σ : 0.817
deviance : 308.05
__
_____
C
peak time of C : 7.05
E
wheather : temperature
threshold : 21.97
memory length : 1385
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
307.83 0.824 5.68 -2.24 1.63 2.18 0.228 -0.393 -0.555 7.07 22.39 1386 -- --
307.92 0.817 5.67 -2.13 1.63 2.17 0.249 -- -0.546 7.06 21.91 1385 -- --
307.96 0.817 5.68 -2.23 1.63 2.18 -- -0.382 -0.553 7.08 22.4 1378 -- --
308.05 0.817 5.67 -2.12 1.64 2.16 -- -- -0.539 7.05 21.97 1385 -- --
448.25 0.986 5.71 -2.19 -- 2.23 -- -0.284 -0.507 -- 22.78 1366 -- --
475.64 1.02 5.56 -1.36 1.73 -- 0.34 -- -0.0448 6.59 -- -- -- --
475.93 1.02 5.56 -1.35 1.73 -- -- -- -0.0459 6.58 -- -- -- --
448.31 0.986 5.7 -2.11 -- 2.2 -- -- -0.491 -- 22.66 1371 -- --
415.65 0.95 5.56 -- 1.63 1.69 -- -- -0.0732 7.21 24.47 1306 -- --
631.77 1.17 5.59 -1.31 -- -- -- -- -0.0106 -- -- -- -- --
524.17 1.07 5.52 -- 1.71 -- -- -- 0.105 6.63 -- -- -- --
554.8 1.1 5.61 -- -- 1.72 -- -- -0.0948 -- 23.93 1357 -- --
677.11 1.21 5.56 -- -- -- -- -- 0.135 -- -- -- -- --

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
1 306.67 temperature 20 1440 > th dose dependent rect. 13 9
2 306.67 temperature 20 1440 > th dose dependent rect. 11 11
16 307.55 temperature 20 1440 > th dose dependent sin 19 NA
18 307.60 temperature 20 1440 > th dose dependent rect. 3 18
95 308.62 temperature 10 1440 > th dose dependent rect. 5 16
144 308.95 temperature 20 1440 > th dose dependent rect. 11 21
302 309.85 temperature 20 1440 > th dose dependent no NA NA
356 310.18 temperature 20 1440 > th dose dependent rect. 16 1
364 310.23 temperature 15 1440 > th dose dependent rect. 18 1
369 310.25 temperature 20 1440 > th dose dependent rect. 18 23
408 310.61 temperature 20 1440 > th dose dependent rect. 16 23
457 311.12 temperature 10 1440 > th dose dependent rect. 16 1
588 312.44 temperature 30 1440 < th dose dependent rect. 18 1
685 313.36 temperature 10 1440 > th dose dependent rect. 10 23
693 313.42 temperature 10 1440 > th dose dependent no NA NA
760 313.84 temperature 10 1440 > th dose dependent rect. 13 23
818 314.10 temperature 10 1440 > th dose dependent rect. 18 23
854 314.32 temperature 10 1440 > th dose dependent rect. 16 23
963 314.65 temperature 30 1440 < th dose dependent rect. 16 4
985 314.80 temperature 20 1440 > th dose dependent rect. 6 1