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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.

Os01g0784200

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

Description : Curculin-like (mannose-binding) lectin domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.81 (0.0547) R2 : 0.343
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.61 (0.129) R2dC : 0.23 R2C : 0.204
β3 : -1.18 (0.162) R2dE : 0.0872 R2E : 0.093
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.412 (0.121) R2dN8 : 0.0234 R2N8 : 0.0468
σ : 1.01
deviance : 469.86
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_____
C
peak time of C : 23.4
E
wheather : humidity
threshold : 56.64
memory length : 1790
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 = humidity, 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
455.08 1 3.81 0.621 1.64 -1.21 0.977 -0.81 0.452 23.4 56.11 1850 -- --
456.41 0.995 3.81 0.649 1.65 -1.24 0.994 -- 0.448 23.3 56.01 1846 -- --
459.14 0.998 3.82 0.582 1.63 -1.2 -- -0.757 0.451 23.3 56.19 1850 -- --
460.16 0.999 3.8 0.618 1.63 -1.26 -- -- 0.44 23.3 56.25 1850 -- --
621.71 1.16 3.79 0.661 -- -1.16 -- -0.592 0.459 -- 56 1678 -- --
519.38 1.07 3.73 0.352 1.54 -- 0.805 -- 0.746 23.5 -- -- -- --
522.15 1.07 3.73 0.32 1.54 -- -- -- 0.744 23.4 -- -- -- --
621.62 1.16 3.76 0.613 -- -1.16 -- -- 0.498 -- 56.49 1677 -- --
469.86 1.01 3.81 -- 1.61 -1.18 -- -- 0.412 23.4 56.64 1790 -- --
670.41 1.21 3.7 0.361 -- -- -- -- 0.76 -- -- -- -- --
524.86 1.07 3.74 -- 1.54 -- -- -- 0.708 23.5 -- -- -- --
631 1.17 3.77 -- -- -1.08 -- -- 0.44 -- 57 1667 -- --
673.85 1.21 3.71 -- -- -- -- -- 0.72 -- -- -- -- --

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
1 451.03 humidity 70 720 > th dose independent rect. 17 10
4 453.32 humidity 70 1440 < th dose independent rect. 17 2
6 453.57 humidity 70 1440 > th dose independent rect. 17 2
7 453.62 humidity 70 1440 > th dose independent rect. 17 15
9 454.28 humidity 70 720 > th dose independent rect. 17 4
12 454.44 humidity 70 1440 > th dose independent rect. 17 7
23 455.57 humidity 70 1440 < th dose independent rect. 17 15
37 456.33 humidity 70 1440 < th dose dependent rect. 15 1
43 458.12 humidity 60 1440 > th dose independent rect. 14 20
44 458.13 humidity 70 1440 < th dose dependent rect. 14 4
46 458.27 humidity 60 1440 > th dose independent rect. 15 1
47 458.27 humidity 60 1440 < th dose independent rect. 14 2
52 458.42 humidity 70 1440 < th dose dependent rect. 14 18
66 458.60 humidity 60 1440 < th dose independent rect. 14 21
72 458.76 humidity 60 1440 > th dose independent rect. 14 4
78 459.24 humidity 60 1440 > th dose independent rect. 14 8
81 459.25 humidity 60 1440 > th dose independent rect. 14 10
83 459.27 humidity 60 1440 > th dose independent rect. 14 17
87 459.29 humidity 60 1440 > th dose independent rect. 14 15
91 459.33 humidity 60 1440 > th dose independent rect. 14 13
156 460.12 humidity 60 1440 < th dose dependent rect. 11 7
163 460.24 humidity 70 1440 < th dose dependent sin 15 NA
198 460.41 humidity 60 1440 < th dose dependent sin 19 NA
301 461.40 humidity 60 1440 < th dose dependent no NA NA
508 463.06 humidity 60 1440 > th dose independent sin 15 NA
518 463.17 humidity 60 1440 < th dose independent sin 17 NA
590 464.28 humidity 60 1440 < th dose independent rect. 9 10
661 464.61 humidity 60 1440 < th dose independent no NA NA
938 465.70 humidity 60 1440 > th dose independent rect. 9 10
939 465.71 humidity 60 1440 > th dose independent rect. 9 13
940 465.71 humidity 60 1440 > th dose independent rect. 9 15
941 465.72 humidity 60 1440 > th dose independent rect. 9 22
944 465.73 humidity 60 1440 > th dose independent rect. 9 20
946 465.75 humidity 60 1440 > th dose independent rect. 9 18
990 465.95 humidity 60 1440 > th dose independent rect. 1 18
993 465.97 humidity 60 1440 > th dose independent rect. 6 13
995 465.97 humidity 60 1440 > th dose independent rect. 4 15
997 465.97 humidity 60 1440 > th dose independent rect. 2 20
999 465.97 humidity 60 1440 > th dose independent rect. 21 22
1000 465.97 humidity 60 1440 > th dose independent rect. 1 23