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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.

Os02g0623600

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

Description : Protein kinase-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.61 (0.0454) R2 : 0.105
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.655 (0.111) R2dC : 0.0732 R2C : 0.0369
β3 : -0.748 (0.133) R2dE : 0.069 R2E : 0.0319
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0159 (0.097) R2dN8 : 6.87e-05 R2N8 : -0.000911
σ : 0.847
deviance : 330.77
__
_____
C
peak time of C : 0.181
E
wheather : temperature
threshold : 20
memory length : 11
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
328.87 0.852 3.62 -0.259 0.667 -0.79 -0.272 -0.0136 -0.051 0.32 19.97 12 -- --
328.87 0.845 3.62 -0.262 0.666 -0.789 -0.277 -- -0.0515 0.32 19.97 12 -- --
329.13 0.845 3.62 -0.233 0.669 -0.795 -- -0.108 -0.0462 0.225 19.97 12 -- --
329.19 0.845 3.62 -0.25 0.667 -0.789 -- -- -0.0498 0.215 19.95 12 -- --
355.14 0.878 3.6 -0.175 -- -0.568 -- 0.00114 -0.00333 -- 19.98 14 -- --
353.19 0.881 3.59 -0.0642 0.492 -- -0.269 -- 0.0889 0.0982 -- -- -- --
353.45 0.88 3.59 -0.0526 0.494 -- -- -- 0.0909 23.9 -- -- -- --
355.14 0.878 3.6 -0.176 -- -0.571 -- -- -0.00118 -- 19.96 14 -- --
330.77 0.847 3.61 -- 0.655 -0.748 -- -- -0.0159 0.181 20 11 -- --
368.8 0.897 3.58 -0.0379 -- -- -- -- 0.0973 -- -- -- -- --
353.52 0.88 3.59 -- 0.493 -- -- -- 0.0967 23.9 -- -- -- --
355.93 0.879 3.59 -- -- -0.543 -- -- 0.0219 -- 19.96 11 -- --
368.83 0.896 3.58 -- -- -- -- -- 0.102 -- -- -- -- --

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
1 323.79 temperature 20 10 > th dose independent sin 11 NA
2 324.00 temperature 20 270 > th dose independent rect. 15 10
6 324.59 temperature 20 30 > th dose independent sin 14 NA
13 324.88 temperature 20 90 > th dose independent rect. 17 9
15 325.00 temperature 20 270 > th dose independent rect. 4 21
18 325.09 temperature 20 10 > th dose independent rect. 6 20
23 325.33 temperature 20 10 < th dose independent sin 12 NA
26 325.43 temperature 20 90 > th dose independent rect. 5 23
29 325.60 temperature 20 10 < th dose independent rect. 16 13
30 325.61 temperature 20 10 > th dose independent rect. 6 23
54 326.26 temperature 20 10 < th dose independent rect. 16 17
125 327.37 temperature 20 10 < th dose independent rect. 12 17
135 327.54 temperature 20 90 < th dose independent rect. 12 17
139 327.56 temperature 20 90 > th dose independent rect. 18 15
160 327.76 temperature 20 10 < th dose independent rect. 12 21
192 328.02 temperature 20 10 < th dose independent rect. 6 23
193 328.03 temperature 20 10 > th dose independent rect. 18 15
235 328.33 temperature 20 10 > th dose independent rect. 4 23
270 328.67 temperature 20 10 > th dose independent rect. 13 23
272 328.72 temperature 20 10 < th dose independent rect. 10 19
286 328.83 temperature 20 10 < th dose independent rect. 10 23
309 328.95 temperature 20 10 < th dose independent no NA NA
312 328.95 temperature 20 10 < th dose independent rect. 3 23
317 328.98 temperature 20 10 < th dose independent rect. 21 23
329 329.01 temperature 20 10 < th dose independent rect. 19 23
340 329.05 temperature 20 10 < th dose independent rect. 23 23
362 329.12 temperature 20 90 > th dose independent rect. 15 23
375 329.19 temperature 20 10 > th dose independent no NA NA
383 329.25 temperature 20 10 > th dose independent rect. 15 23
405 329.43 temperature 20 10 > th dose independent rect. 18 18
419 329.52 temperature 20 10 < th dose independent rect. 1 23
596 330.63 humidity 60 90 < th dose dependent rect. 9 1
693 331.14 temperature 20 10 > th dose independent rect. 21 15
738 331.36 temperature 25 270 < th dose dependent rect. 11 17
743 331.42 humidity 60 90 < th dose independent rect. 9 1
773 331.52 temperature 20 30 < th dose independent rect. 16 8
788 331.55 temperature 25 270 < th dose dependent sin 17 NA
796 331.60 temperature 25 720 < th dose dependent rect. 11 10
833 331.79 temperature 20 10 > th dose independent rect. 11 23
835 331.80 temperature 20 10 > th dose independent rect. 21 23
919 332.18 temperature 15 90 > th dose dependent sin 10 NA