Description Usage Arguments Value
View source: R/SteepestDescent_R.R
betahat_SD_R is used to estimates the beta vector of a linear Regression model via Steepest Descent
1 | betahat_SD_R(beta, x, y, tolerance, maxit)
|
beta |
[numeric] vector containing an initial guess for the beta vector |
x |
[numeric] design matrix |
y |
[numeric] response variable vector |
tolerance |
[numeric] tolerance level, stopping criteria of the algorithm (error<tolerance: stop) |
maxit |
[numeric] maximum number of iterations, used if the stopping criteria is never matched |
[numeric] vector of beta parameters estimated
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