mixlinrb_bione: mixlinrb_bione : mixlinrb_bione estimates the mixture...
In changwn/RMR: Robust Mixture Regression
View source: R/bi_square.short.R
mixlinrb_bione R Documentation
mixlinrb_bione : mixlinrb_bione estimates the mixture regression parameters robustly using bisquare function based on one initial value.
Description
An EM-type of parameter estimation by replacing the least square estimation in the M-step with a robust criterior.
Usage
mixlinrb_bione(formula, data, nc = 2)
Arguments
formula
A symbolic description of the model to be fit.
data
A data frame containing the predictor and response variables, where the last column is the response varible.
nc
Number of mixture components.
Value
Estimated coefficients of all components.
changwn/RMR documentation built on March 29, 2025, 3:15 p.m.
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View source: R/bi_square.short.R
| mixlinrb_bione | R Documentation |
mixlinrb_bione : mixlinrb_bione estimates the mixture regression parameters robustly using bisquare function based on one initial value.
Description
An EM-type of parameter estimation by replacing the least square estimation in the M-step with a robust criterior.
Usage
mixlinrb_bione(formula, data, nc = 2)
Arguments
formula |
A symbolic description of the model to be fit. |
data |
A data frame containing the predictor and response variables, where the last column is the response varible. |
nc |
Number of mixture components. |
Value
Estimated coefficients of all components.
R Package Documentation
Browse R Packages
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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