Regularization of Portfolio Allocation

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations

Business, Biostatistics, Computer Science +17

Regularization and Variable Selection Via the Elastic Net

Hui Zou, Trevor Hastie · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 21K citations · Full text

Computing, Computer Science, Data Science +15

Lifetime Portfolio Selection under Uncertainty: The Continuous-Time Case

Robert C. Merton · The Review of Economics and Statistics · 1969 · 5.3K citations

Social Sciences, Economics, Finance +17

PORTFOLIO SELECTION*

Harry M. Markowitz · The Journal of Finance · 1952 · 5.3K citations

Optimal Versus Naive Diversification: How Inefficient is the 1/<i>N</i>Portfolio Strategy?

Victor DeMiguel, Lorenzo Garlappi, Raman Uppal · Review of Financial Studies · 2007 · 3.2K citations

Business, Economics, Finance +17