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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.

Os03g0166200

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

Description : Similar to Prolyl 4-hydroxylase alpha-1 subunit-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.74 (0.0311) R2 : 0.642
β1 : 2.43 (0.117) R2dD : 0.381 R2D : 0.472
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.9 (0.147) R2dE : 0.152 R2E : 0.271
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.153 (0.069) R2dN8 : 0.00571 R2N8 : 0.002
σ : 0.574
deviance : 152.15
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 42.62
memory length : 553
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
126.75 0.529 4.69 3.15 0.737 -2.04 1.64 -4.17 0.242 23.9 30.33 10 -- --
143.66 0.563 4.78 2.44 0.699 -1.96 0.466 -- 0.0717 23.4 30.33 10 -- --
135.02 0.541 4.72 2.85 0.698 -1.96 -- -2.68 0.19 23.7 30.4 3 -- --
144.11 0.559 4.77 2.41 0.689 -2.03 -- -- 0.0791 23.6 31.34 10 -- --
159.42 0.588 4.68 2.99 -- -1.42 -- -2.65 0.305 -- 31.22 4 -- --
193.9 0.653 4.69 2.89 0.461 -- 0.934 -- 0.435 19.2 -- -- -- --
196.22 0.656 4.69 2.88 0.463 -- -- -- 0.437 19.1 -- -- -- --
152.15 0.574 4.74 2.43 -- -1.9 -- -- 0.153 -- 42.62 553 -- --
284.28 0.785 4.85 -- 0.886 -3.45 -- -- -0.289 1.36 43.04 92 -- --
207.53 0.673 4.68 2.87 -- -- -- -- 0.429 -- -- -- -- --
414.22 0.952 4.76 -- 0.436 -- -- -- 0.117 19.6 -- -- -- --
185.92 0.635 4.92 -- -- -2.49 -- -- -0.622 -- 28.25 47520 -- --
424.39 0.962 4.75 -- -- -- -- -- 0.111 -- -- -- -- --

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
1 126.03 temperature 30 10 < th dose dependent rect. 9 23
2 126.11 temperature 30 10 < th dose dependent rect. 11 23
4 126.82 temperature 30 10 < th dose dependent no NA NA
5 127.06 temperature 30 10 < th dose dependent rect. 15 23
8 127.45 temperature 30 10 < th dose dependent rect. 7 23
9 127.61 temperature 30 10 < th dose dependent rect. 13 23
14 128.20 temperature 30 10 < th dose dependent rect. 1 23
15 128.66 temperature 30 10 < th dose dependent rect. 17 23
16 128.72 temperature 30 10 < th dose dependent rect. 19 23
20 129.23 temperature 15 10 > th dose dependent rect. 3 23
21 129.27 temperature 30 10 < th dose dependent rect. 23 23
22 129.28 temperature 30 10 < th dose dependent rect. 21 23
23 129.33 temperature 30 90 < th dose dependent rect. 17 23
27 129.55 temperature 30 90 < th dose dependent rect. 21 23
28 129.67 temperature 10 10 > th dose dependent no NA NA
30 129.82 temperature 20 10 > th dose dependent rect. 17 23
55 131.29 temperature 10 270 > th dose dependent rect. 3 23
60 131.51 temperature 20 10 > th dose dependent rect. 21 23
65 131.68 temperature 20 10 > th dose dependent rect. 23 23
74 132.24 temperature 30 10 < th dose dependent rect. 3 23
87 132.87 temperature 20 10 > th dose dependent rect. 6 23
108 133.42 temperature 15 270 > th dose dependent rect. 16 23
113 133.60 temperature 20 10 > th dose dependent rect. 1 23
121 134.20 temperature 15 90 > th dose dependent rect. 5 23
132 134.63 temperature 15 270 > th dose dependent rect. 14 23
156 135.28 temperature 25 720 < th dose dependent rect. 2 22
162 135.46 temperature 20 10 > th dose dependent rect. 15 23
165 135.50 temperature 25 1440 < th dose dependent rect. 21 2
170 135.71 temperature 10 720 > th dose dependent rect. 20 15
215 136.28 temperature 30 270 < th dose dependent rect. 22 16
221 136.36 temperature 20 270 > th dose dependent sin 8 NA
261 136.73 temperature 10 90 > th dose dependent sin 7 NA
311 137.14 temperature 30 90 < th dose dependent sin 7 NA
378 137.66 temperature 30 10 < th dose dependent rect. 5 23
408 137.84 temperature 20 10 > th dose dependent rect. 13 23
455 138.10 temperature 20 10 > th dose dependent rect. 6 20
456 138.12 temperature 25 1440 < th dose dependent sin 14 NA
474 138.19 temperature 20 10 > th dose dependent rect. 9 23
476 138.20 temperature 15 720 > th dose dependent rect. 21 18
552 138.54 temperature 20 1440 > th dose dependent rect. 23 1
824 139.56 temperature 10 1440 > th dose dependent rect. 21 4
832 139.58 temperature 20 90 > th dose dependent rect. 19 23
925 139.91 temperature 20 1440 > th dose dependent rect. 21 9
983 140.11 temperature 20 270 > th dose dependent rect. 17 17