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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.

Os10g0401900

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.63 (0.0302) R2 : 0.482
β1 : -1.1 (0.125) R2dD : 0.125 R2D : -0.00103
β2 : 1.06 (0.0693) R2dC : 0.268 R2C : 0.278
β3 : -1.45 (0.141) R2dE : 0.189 R2E : 0.0902
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0542 (0.0712) R2dN8 : 0.00117 R2N8 : 0.0136
σ : 0.545
deviance : 137.05
__
_____
C
peak time of C : 23.4
E
wheather : temperature
threshold : 23.61
memory length : 3227
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
135.47 0.547 5.61 -1.08 1.06 -1.58 -0.58 -0.464 0.0718 23.5 23.13 3275 -- --
135.66 0.542 5.62 -1.12 1.07 -1.45 -0.598 -- 0.0629 23.4 23.55 3231 -- --
136.9 0.545 5.62 -1.06 1.06 -1.57 -- -0.427 0.0734 23.4 23.18 3275 -- --
137.05 0.545 5.63 -1.1 1.06 -1.45 -- -- 0.0542 23.4 23.61 3227 -- --
179.97 0.625 5.63 -1.13 -- -1.95 -- 0.8 -0.0206 -- 29.8 897 -- --
167.51 0.607 5.55 -0.462 1.08 -- -0.579 -- 0.406 23.5 -- -- -- --
168.93 0.609 5.55 -0.437 1.09 -- -- -- 0.409 23.4 -- -- -- --
180.64 0.626 5.62 -0.97 -- -1.97 -- -- 0.00922 -- 29.59 893 -- --
156.51 0.583 5.58 -- 1.03 -0.933 -- -- 0.272 23.5 28.24 1915 -- --
242.8 0.728 5.52 -0.409 -- -- -- -- 0.42 -- -- -- -- --
173.97 0.617 5.54 -- 1.08 -- -- -- 0.458 23.4 -- -- -- --
202.39 0.663 5.57 -- -- -1.56 -- -- 0.195 -- 29.7 872 -- --
247.21 0.734 5.51 -- -- -- -- -- 0.465 -- -- -- -- --

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
1 130.34 temperature 20 270 > th dose independent rect. 13 15
2 130.45 temperature 15 720 > th dose dependent rect. 16 10
6 131.28 temperature 15 720 > th dose dependent rect. 15 13
21 132.27 temperature 15 720 > th dose dependent sin 15 NA
53 133.47 temperature 30 270 < th dose dependent rect. 19 14
74 134.42 temperature 20 270 > th dose independent rect. 22 7
95 135.14 temperature 30 720 < th dose dependent sin 15 NA
100 135.26 temperature 30 720 < th dose dependent rect. 12 17
103 135.31 temperature 10 720 > th dose dependent rect. 10 17
113 135.51 temperature 25 4320 < th dose dependent rect. 5 12
127 135.63 temperature 25 4320 < th dose dependent sin 23 NA
142 135.80 temperature 25 4320 < th dose dependent rect. 8 16
172 136.02 temperature 30 270 < th dose dependent rect. 17 7
199 136.13 temperature 20 720 > th dose independent rect. 16 10
240 136.29 temperature 20 270 > th dose independent sin 12 NA
253 136.34 temperature 20 4320 < th dose dependent rect. 22 2
271 136.45 temperature 20 4320 > th dose independent rect. 8 20
291 136.50 temperature 20 1440 > th dose independent rect. 3 13
301 136.54 temperature 20 1440 > th dose independent rect. 3 15
310 136.55 temperature 30 1440 < th dose dependent rect. 22 1
343 136.66 temperature 20 1440 < th dose independent rect. 3 13
346 136.66 temperature 10 1440 > th dose dependent rect. 22 1
353 136.67 temperature 20 4320 > th dose independent rect. 5 19
358 136.68 temperature 20 4320 < th dose independent rect. 8 20
389 136.77 temperature 20 4320 < th dose independent rect. 5 20
427 136.87 temperature 20 1440 > th dose independent rect. 5 11
444 136.89 temperature 20 4320 > th dose independent rect. 3 21
506 137.01 temperature 25 4320 < th dose dependent no NA NA
513 137.03 temperature 20 1440 < th dose independent rect. 5 11
516 137.03 temperature 20 4320 < th dose independent rect. 3 21
527 137.04 temperature 15 270 > th dose dependent rect. 22 8
555 137.10 temperature 20 4320 > th dose independent sin 17 NA
581 137.14 temperature 25 4320 < th dose dependent rect. 13 23
634 137.22 temperature 20 1440 > th dose independent sin 3 NA
694 137.31 temperature 20 1440 < th dose independent sin 3 NA
698 137.32 temperature 20 4320 > th dose independent rect. 22 23
700 137.32 temperature 15 4320 > th dose dependent rect. 15 1
703 137.33 temperature 20 4320 > th dose independent no NA NA
744 137.39 temperature 20 4320 > th dose independent rect. 15 23
753 137.40 temperature 20 4320 < th dose independent sin 17 NA
773 137.42 temperature 20 4320 < th dose independent rect. 21 23
783 137.45 temperature 20 4320 < th dose independent no NA NA
792 137.46 temperature 20 4320 > th dose independent rect. 19 23
816 137.50 temperature 20 4320 < th dose independent rect. 15 23
921 137.62 temperature 20 1440 > th dose independent rect. 5 5
933 137.63 temperature 20 1440 < th dose independent rect. 23 19
944 137.64 temperature 30 4320 < th dose dependent rect. 15 1
997 137.70 temperature 25 4320 < th dose dependent rect. 9 1