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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.

Os02g0538700

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

Description : Harpin-induced 1 domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.5 (0.0448) R2 : 0.262
β1 : -1.72 (0.166) R2dD : 0.189 R2D : 0.113
β2 : 0.551 (0.115) R2dC : 0.0369 R2C : 0.0349
β3 : 0.945 (0.215) R2dE : 0.0391 R2E : -0.0344
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -6.19 (0.886) R2dD*E : 0.0981 R2D*E : 0.0195
γ1 : -0.137 (0.0967) R2dN8 : 0.00466 R2N8 : -0.00441
σ : 0.826
deviance : 314.78
__
_____
C
peak time of C : 17.9
E
wheather : atmosphere
threshold : 1005
memory length : 5996
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 = atmosphere, 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
302.52 0.817 3.49 -1.74 0.561 0.939 -2.24 -6.25 -0.129 17.8 1005 6037 -- --
334.77 0.852 3.44 -1.6 0.534 0.644 -2.15 -- -0.137 17.8 1009 6830 -- --
314.78 0.826 3.5 -1.72 0.551 0.945 -- -6.19 -0.137 17.9 1005 5996 -- --
346.56 0.867 3.46 -1.55 0.558 0.544 -- -- -0.173 17.8 1010 6916 -- --
330.43 0.847 3.49 -1.75 -- 0.962 -- -6.25 -0.152 -- 1005 6009 -- --
339.17 0.863 3.46 -1.48 0.577 -- -2.23 -- -0.206 17.7 -- -- -- --
351.39 0.878 3.47 -1.47 0.565 -- -- -- -0.215 17.8 -- -- -- --
363.4 0.888 3.45 -1.56 -- 0.529 -- -- -0.173 -- 1009 6261 -- --
407.45 0.945 3.44 -- 0.599 -0.229 -- -- -0.0977 17.7 1008 6831 -- --
367.93 0.896 3.46 -1.49 -- -- -- -- -0.229 -- -- -- -- --
408.41 0.945 3.43 -- 0.588 -- -- -- -0.0516 17.7 -- -- -- --
422.82 0.958 3.39 -- -- -0.39 -- -- -0.0457 -- 1016 13850 -- --
426.35 0.964 3.42 -- -- -- -- -- -0.0635 -- -- -- -- --

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
1 305.72 precipitation 0.1 4320 < th dose independent rect. 24 2
2 305.72 precipitation 0.1 4320 < th dose dependent rect. 24 2
9 306.20 atmosphere 995.0 14400 < th dose dependent rect. 17 12
21 306.36 atmosphere 995.0 14400 < th dose independent sin 9 NA
22 306.44 atmosphere 995.0 14400 < th dose dependent rect. 18 6
23 306.59 atmosphere 995.0 14400 < th dose dependent sin 11 NA
24 306.65 precipitation 0.1 4320 > th dose independent rect. 24 2
25 306.65 precipitation 0.1 4320 > th dose dependent rect. 24 2
26 306.72 atmosphere 995.0 14400 > th dose independent sin 9 NA
44 307.24 atmosphere 995.0 14400 < th dose independent rect. 18 12
53 307.26 atmosphere 995.0 14400 > th dose independent rect. 5 1
65 307.39 atmosphere 1005.0 4320 < th dose dependent rect. 12 13
67 307.43 atmosphere 995.0 14400 < th dose dependent sin 6 NA
76 307.48 atmosphere 1000.0 4320 < th dose dependent rect. 21 1
90 307.52 atmosphere 1005.0 4320 < th dose dependent rect. 12 20
92 307.53 atmosphere 1000.0 4320 < th dose dependent rect. 20 5
100 307.55 atmosphere 1005.0 4320 < th dose dependent sin 17 NA
102 307.55 atmosphere 1005.0 4320 < th dose dependent rect. 15 1
122 307.58 atmosphere 1000.0 4320 > th dose independent rect. 15 1
139 307.59 atmosphere 1000.0 4320 < th dose dependent rect. 24 1
156 307.61 atmosphere 1005.0 4320 < th dose dependent rect. 13 3
163 307.61 atmosphere 1005.0 4320 < th dose dependent rect. 20 20
217 307.66 atmosphere 1005.0 4320 < th dose dependent no NA NA
245 307.68 atmosphere 995.0 14400 < th dose dependent rect. 21 18
249 307.69 atmosphere 1000.0 4320 < th dose independent rect. 15 1
377 307.84 atmosphere 1005.0 4320 < th dose dependent rect. 20 12
388 307.85 atmosphere 1005.0 4320 < th dose dependent rect. 17 15
406 307.87 atmosphere 995.0 14400 > th dose independent rect. 18 17
418 307.88 atmosphere 995.0 14400 > th dose independent rect. 18 14
574 308.01 atmosphere 1000.0 4320 < th dose independent rect. 1 4
575 308.01 atmosphere 1000.0 4320 > th dose independent rect. 24 6
615 308.06 atmosphere 1000.0 4320 < th dose independent rect. 1 1
617 308.06 atmosphere 1000.0 4320 < th dose independent rect. 24 6
634 308.09 atmosphere 1000.0 4320 > th dose independent rect. 2 1
682 308.13 atmosphere 1000.0 4320 > th dose independent rect. 17 1
704 308.16 atmosphere 995.0 14400 > th dose independent rect. 20 17
732 308.20 atmosphere 1000.0 4320 < th dose independent rect. 15 17
753 308.22 atmosphere 1000.0 4320 > th dose independent rect. 20 12
760 308.23 atmosphere 995.0 14400 > th dose independent rect. 20 2
773 308.24 atmosphere 1000.0 4320 > th dose independent rect. 15 17
776 308.24 atmosphere 1005.0 4320 < th dose dependent rect. 6 1
909 308.33 humidity 90.0 4320 > th dose dependent rect. 12 1
981 308.39 atmosphere 1000.0 4320 > th dose independent rect. 15 6