RiskPortfolios | Functions for the construction of risk-based portfolios | Portfolio library
kandi X-RAY | RiskPortfolios Summary
kandi X-RAY | RiskPortfolios Summary
RiskPortfolios (Ardia et al., 2017a) is an R package for constructing risk-based portfolios dedicated to portfolio managers and quantitative analysts. It provides a set of functionalities to build mean-variance, minimum variance, inverse-volatility weighted, equal-risk-contribution, maximum diversification, and risk-efficient portfolios. As risk-based portfolios are mainly based on covariances, the package also provides a large set of covariance matrix estimators. See Ardia et al. (2017b) for details.
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QUESTION
I’m trying to simulate the Matlab ewstats
function here defined:
https://it.mathworks.com/help/finance/ewstats.html
The results given by Matlab are the following ones:
...ANSWER
Answered 2018-Apr-24 at 14:20They are using different algorithms. From the RiskPortfolio manual:
ewma
... See RiskMetrics (1996)
From the Matlab hlp page:
There is no relationship between ewstats function and the RiskMetrics® approach for determining the expected return and covariance from a return time series.
Unfortunately Matlab does not tell us which algorithm is used.
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