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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.

Os07g0448400

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

Description : Similar to Plasma membrane integral protein ZmPIP2-6.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.31 (0.0608) R2 : 0.632
β1 : 1.74 (0.278) R2dD : 0.0564 R2D : -0.105
β2 : 2.98 (0.14) R2dC : 0.37 R2C : 0.374
β3 : -3.63 (0.255) R2dE : 0.319 R2E : 0.105
β4 : 5.05 (0.543) R2dD*C : 0.0705 R2D*C : 0.0446
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.712 (0.148) R2dN8 : 0.0354 R2N8 : -0.0579
σ : 1.08
deviance : 542.64
__
_____
C
peak time of C : 10.3
E
wheather : temperature
threshold : 20.59
memory length : 6313
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 = temperature, 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
541 1.09 4.37 1.56 2.98 -3.86 5.02 -1.24 0.662 10.3 20.6 6318 -- --
542.64 1.08 4.31 1.74 2.98 -3.63 5.05 -- 0.712 10.3 20.59 6313 -- --
640.42 1.18 4.37 1.73 2.98 -4 -- -1.57 0.657 10.1 20.4 6248 -- --
642.8 1.18 4.31 1.94 2.97 -3.64 -- -- 0.703 10.1 20.6 6218 -- --
1162.43 1.59 4.45 1.68 -- -4.18 -- -2.1 0.737 -- 20.9 6593 -- --
783.37 1.31 4.57 -0.785 3.05 -- 5.18 -- -0.44 10.4 -- -- -- --
890.18 1.4 4.56 -0.586 3.05 -- -- -- -0.431 10.1 -- -- -- --
1167.16 1.59 4.36 2.02 -- -3.8 -- -- 0.83 -- 20.95 6560 -- --
689.48 1.22 4.37 -- 2.95 -2.43 -- -- 0.421 10.1 22.2 5132 -- --
1452 1.78 4.64 -0.627 -- -- -- -- -0.436 -- -- -- -- --
899.22 1.4 4.55 -- 3.05 -- -- -- -0.366 10.1 -- -- -- --
996.62 1.47 4.5 -- -- -2.24 -- -- 0.288 -- 25 733 -- --
1462.38 1.78 4.63 -- -- -- -- -- -0.367 -- -- -- -- --

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
1 537.22 temperature 20 14400 < th dose dependent rect. 4 20
8 538.73 temperature 20 14400 < th dose dependent sin 18 NA
12 539.26 temperature 20 14400 < th dose dependent rect. 12 13
26 540.12 temperature 20 14400 < th dose dependent sin 0 NA
111 544.14 temperature 20 14400 < th dose dependent no NA NA
116 544.41 temperature 20 14400 < th dose dependent rect. 12 23
121 544.54 temperature 20 14400 < th dose dependent rect. 14 23
127 544.68 temperature 20 14400 < th dose dependent rect. 21 23
201 546.81 temperature 20 14400 < th dose dependent rect. 22 1
241 548.47 temperature 20 14400 < th dose dependent rect. 21 3
307 551.62 temperature 20 14400 < th dose independent rect. 3 15
319 552.07 temperature 20 14400 > th dose independent rect. 3 15
364 553.78 temperature 20 14400 < th dose independent sin 1 NA
376 554.22 temperature 20 14400 > th dose independent sin 1 NA
484 557.37 temperature 15 14400 > th dose independent rect. 15 20
495 557.64 temperature 15 14400 > th dose independent sin 11 NA
499 557.66 temperature 15 14400 > th dose independent rect. 18 17
502 557.69 temperature 20 14400 < th dose dependent rect. 18 2
507 557.73 temperature 15 14400 < th dose independent rect. 24 9
519 557.83 temperature 15 14400 > th dose independent rect. 15 15
522 557.90 humidity 80 10 > th dose dependent sin 3 NA
534 558.00 temperature 15 14400 > th dose independent rect. 11 23
537 558.02 temperature 15 14400 > th dose independent rect. 2 2
546 558.10 temperature 15 14400 > th dose independent rect. 20 21
564 558.24 temperature 15 14400 > th dose independent rect. 21 12
586 558.37 temperature 15 14400 > th dose independent rect. 18 12
590 558.39 temperature 20 14400 < th dose independent rect. 13 6
654 558.75 temperature 15 14400 > th dose independent no NA NA
660 558.78 temperature 15 14400 > th dose independent rect. 8 23
687 558.97 temperature 15 14400 < th dose independent rect. 2 1
719 559.19 temperature 15 14400 < th dose independent rect. 20 13
734 559.28 temperature 15 14400 < th dose independent sin 8 NA
748 559.36 temperature 15 14400 > th dose independent rect. 4 23
755 559.43 temperature 30 720 < th dose dependent sin 13 NA
763 559.49 temperature 20 14400 < th dose dependent rect. 4 1
768 559.54 temperature 15 14400 < th dose independent rect. 19 11
803 559.91 temperature 15 14400 < th dose independent rect. 16 14
904 560.87 temperature 30 720 < th dose dependent rect. 19 8