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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.

Os09g0334800

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

Description : Concanavalin A-like lectin/glucanase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.86 (0.028) R2 : 0.844
β1 : 3.5 (0.103) R2dD : 0.413 R2D : 0.34
β2 : 2.62 (0.0725) R2dC : 0.449 R2C : 0.415
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.768 (0.0598) R2dN8 : 0.0754 R2N8 : -0.00959
σ : 0.527
deviance : 126.55
__
_____
C
peak time of C : 19.2
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, 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
111.26 0.496 5.76 4.23 2.63 0.135 -0.35 -2.79 0.97 19.2 0.96 4295 -- --
123.83 0.518 5.78 4.2 2.65 0.81 -0.0559 -- 0.976 19.2 0.5334 5798 -- --
111.34 0.491 5.76 4.27 2.62 0.0545 -- -3.05 0.966 19.1 0.6702 4352 -- --
118.56 0.507 5.79 3.77 2.67 0.982 -- -- 0.948 18.9 0.3263 8972 -- --
443.01 0.986 5.8 3.49 -- 0.65 -- -0.298 0.729 -- 0.6205 4443 -- --
126.34 0.527 5.86 3.5 2.62 -- -0.279 -- 0.769 19.2 -- -- -- --
126.55 0.527 5.86 3.5 2.62 -- -- -- 0.768 19.2 -- -- -- --
442.36 0.984 5.79 3.48 -- 0.658 -- -- 0.733 -- 0.3263 8972 -- --
425.58 0.961 5.94 -- 2.47 0.873 -- -- 0.354 19.2 70.1 47520 -- --
489.54 1.03 5.8 3.46 -- -- -- -- 0.722 -- -- -- -- --
450.11 0.992 5.94 -- 2.59 -- -- -- 0.378 19.3 -- -- -- --
762.37 1.29 5.88 -- -- 0.621 -- -- 0.346 -- 0.3263 8972 -- --
804.47 1.32 5.88 -- -- -- -- -- 0.339 -- -- -- -- --

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
1 106.95 atmosphere 995.0 43200 > th dose dependent rect. 10 1
3 107.00 atmosphere 1015.0 43200 < th dose dependent rect. 10 1
4 107.02 precipitation 0.1 43200 < th dose independent rect. 23 1
6 107.02 precipitation 0.1 43200 < th dose dependent rect. 23 1
29 107.18 precipitation 0.1 43200 > th dose independent rect. 23 1
30 107.18 precipitation 0.1 43200 > th dose dependent rect. 23 1
150 107.37 atmosphere 995.0 43200 > th dose dependent sin 23 NA
167 107.38 atmosphere 1015.0 43200 < th dose dependent sin 23 NA
398 107.51 atmosphere 995.0 43200 > th dose dependent rect. 15 1
399 107.51 atmosphere 1015.0 43200 < th dose dependent rect. 17 1
402 107.51 atmosphere 1015.0 43200 < th dose dependent rect. 15 5
427 107.52 atmosphere 995.0 43200 > th dose dependent rect. 17 1
429 107.52 atmosphere 995.0 43200 > th dose dependent rect. 15 3
431 107.52 atmosphere 1015.0 43200 < th dose dependent rect. 15 3
432 107.52 atmosphere 1015.0 43200 < th dose dependent rect. 17 3
459 107.53 atmosphere 995.0 43200 > th dose dependent no NA NA
461 107.53 atmosphere 1015.0 43200 < th dose dependent rect. 15 1
465 107.53 atmosphere 1015.0 43200 < th dose dependent rect. 19 2
490 107.53 atmosphere 995.0 43200 > th dose dependent rect. 19 19
497 107.53 atmosphere 995.0 43200 > th dose dependent rect. 15 22
504 107.53 atmosphere 995.0 43200 > th dose dependent rect. 19 23
553 107.54 atmosphere 1015.0 43200 < th dose dependent rect. 17 21
565 107.54 atmosphere 995.0 43200 > th dose dependent rect. 13 23
574 107.55 atmosphere 1015.0 43200 < th dose dependent no NA NA
607 107.55 atmosphere 1015.0 43200 < th dose dependent rect. 19 19
688 107.56 atmosphere 1015.0 43200 < th dose dependent rect. 12 23
924 107.67 atmosphere 1005.0 43200 > th dose independent rect. 8 1