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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.

Os09g0477900

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

Description : NusB/RsmB/TIM44 domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.72 (0.041) R2 : 0.532
β1 : -1.87 (0.157) R2dD : 0.173 R2D : 0.0349
β2 : 1.31 (0.105) R2dC : 0.163 R2C : 0.208
β3 : -3.07 (0.202) R2dE : 0.305 R2E : 0.193
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.196 (0.0931) R2dN8 : 0.00711 R2N8 : -0.0319
σ : 0.751
deviance : 260.03
__
_____
C
peak time of C : 19.1
E
wheather : temperature
threshold : 23.61
memory length : 851
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
254.14 0.749 4.75 -2.06 1.32 -2.86 -1.26 1.08 -0.249 19 24.1 859 -- --
255.3 0.744 4.73 -1.87 1.31 -2.92 -1.47 -- -0.203 19 23.85 852 -- --
257.81 0.748 4.76 -2.08 1.3 -2.79 -- 1.45 -0.252 19.1 24 827 -- --
260.03 0.751 4.72 -1.87 1.31 -3.07 -- -- -0.196 19.1 23.61 851 -- --
312.31 0.823 4.8 -2.48 -- -3.35 -- 2.91 -0.543 -- 28.92 582 -- --
380.65 0.915 4.61 -1.06 1.52 -- -1.35 -- 0.354 19.8 -- -- -- --
385.86 0.92 4.61 -1.03 1.51 -- -- -- 0.352 19.9 -- -- -- --
327.36 0.843 4.73 -1.95 -- -3.27 -- -- -0.372 -- 27.78 610 -- --
340.01 0.859 4.66 -- 1.3 -2.15 -- -- 0.128 19.3 23.83 760 -- --
510.37 1.06 4.57 -1.04 -- -- -- -- 0.332 -- -- -- -- --
413.7 0.951 4.58 -- 1.52 -- -- -- 0.467 19.8 -- -- -- --
414.45 0.948 4.65 -- -- -2.57 -- -- -0.000342 -- 29.25 548 -- --
539.17 1.08 4.55 -- -- -- -- -- 0.447 -- -- -- -- --

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
1 253.14 temperature 25 720 < th dose dependent rect. 1 20
35 257.76 temperature 25 720 < th dose dependent no NA NA
38 258.00 temperature 25 720 < th dose dependent rect. 3 23
39 258.00 temperature 25 720 < th dose dependent rect. 13 23
55 259.12 temperature 25 720 < th dose dependent rect. 6 23
58 259.20 temperature 25 720 < th dose dependent rect. 8 23
60 259.29 temperature 25 720 < th dose dependent rect. 10 23
74 260.22 temperature 25 1440 < th dose dependent rect. 17 1
81 260.63 temperature 25 720 < th dose dependent sin 1 NA
108 262.57 temperature 20 720 > th dose independent rect. 23 20
137 264.44 temperature 25 1440 < th dose dependent rect. 10 14
148 264.72 temperature 25 1440 < th dose dependent sin 18 NA
210 266.37 temperature 10 720 > th dose dependent rect. 16 19
261 268.25 temperature 20 720 < th dose independent rect. 3 18
387 270.70 temperature 10 720 > th dose dependent rect. 23 12
389 270.74 temperature 10 720 > th dose dependent rect. 23 20
390 270.77 temperature 10 720 > th dose dependent rect. 22 14
411 271.03 temperature 20 720 > th dose independent rect. 15 20
483 272.09 temperature 20 720 > th dose independent rect. 6 23
594 273.70 temperature 20 720 > th dose independent no NA NA
608 273.85 temperature 20 720 > th dose independent rect. 4 23
611 273.89 temperature 20 720 < th dose independent rect. 19 23
630 274.07 temperature 20 720 < th dose independent no NA NA
634 274.16 temperature 10 270 > th dose dependent rect. 6 23
649 274.38 temperature 20 720 < th dose independent rect. 9 23
681 274.83 temperature 20 720 < th dose independent rect. 13 23
791 276.28 temperature 20 720 < th dose independent rect. 6 23
807 276.58 temperature 20 720 < th dose independent sin 0 NA
892 277.61 temperature 10 720 > th dose dependent sin 8 NA
895 277.64 temperature 20 1440 > th dose independent rect. 4 20