generate_response_smooth: Generates simulated response for multilevel splines - test...
In ydhwang/mlsplines: Multilevel Splines
Description
Usage
Arguments
Format
Value
Author(s)
Description
Generates simulated response for multilevel splines – test function #2
Usage
1
2
generate_response_smooth(J, mod, e_sigma = 1, x_sigma = 1, z_sigma = 0.5,
N_s, N_m = 200)
Arguments
J
number of 'data' intervals
mod
underlying model; either 'lm' or 'glm'
e_sigma
error variance - around the mean function; data level.
x_sigma
design matrix sigma
z_sigma
error variance around my surface; structural level.
N_s
the minimum sample size for each interval.
N_m
the maximum sample size for each interval; default = 200.
Format
list(x_list = x_list, y_list = y_list, e_list = e_list, true_mu = mu, z = z)
This function is supposed to be combined with the other generation function.. but later.
- x_list
the length-J list of design matrices. The nrow of each element is between N_s and N_m
- y_list
the length-J list of response vectors. The length of each element is between N_s and N_m.
- e_list
the length-J list of error vectors. The length of each element is between N_s and N_m.
- true_mu
the true mu vector of length J
- z
the grid vector of length J
Value
returns a list described above.
Author(s)
YD Hwang yhwang@g.skku.edu and ER Lee erlee@skku.edu
ydhwang/mlsplines documentation built on Oct. 8, 2019, 12:15 p.m.
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Description Usage Arguments Format Value Author(s)
Description
Generates simulated response for multilevel splines – test function #2
Usage
1 2 | generate_response_smooth(J, mod, e_sigma = 1, x_sigma = 1, z_sigma = 0.5,
N_s, N_m = 200)
|
Arguments
J |
number of 'data' intervals |
mod |
underlying model; either 'lm' or 'glm' |
e_sigma |
error variance - around the mean function; data level. |
x_sigma |
design matrix sigma |
z_sigma |
error variance around my surface; structural level. |
N_s |
the minimum sample size for each interval. |
N_m |
the maximum sample size for each interval; default = 200. |
Format
list(x_list = x_list, y_list = y_list, e_list = e_list, true_mu = mu, z = z)
This function is supposed to be combined with the other generation function.. but later.
- x_list
the length-J list of design matrices. The nrow of each element is between N_s and N_m
- y_list
the length-J list of response vectors. The length of each element is between N_s and N_m.
- e_list
the length-J list of error vectors. The length of each element is between N_s and N_m.
- true_mu
the true mu vector of length J
- z
the grid vector of length J
Value
returns a list described above.
Author(s)
YD Hwang yhwang@g.skku.edu and ER Lee erlee@skku.edu
R Package Documentation
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We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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