PerformanceAnalytics2.0.4 package

Downside Summary: Statistics and ratios

Downside Risk Summary: Statistics and Stylized Facts

upside frequency of the return distribution

calculate Upside Potential Ratio of upside performance over downside r...

upside risk, variance and potential of the return distribution

calculate various Value at Risk (VaR) measures

Active Premium or Active Return

Adjusted Sharpe ratio of the return distribution

calculate a function over an expanding window always starting from the...

calculate a function over a rolling window

Appraisal ratio of the return distribution

Calculates the average depth of the observed drawdowns.

Calculates the average length (in periods) of the observed drawdowns.

Calculates the average length (in periods) of the observed recovery pe...

Bernardo and Ledoit ratio of the return distribution

Functions to calculate systematic or beta co-moments of return series

Burke ratio of the return distribution

calculate a Calmar or Sterling reward/risk ratioCalmar and Sterling Ra...

calculate single factor model (CAPM) alpha

calculate single factor model (CAPM) beta

Time-varying conditional single factor model beta

Regression epsilon of the return distribution

Jensen's alpha of the return distribution

utility functions for single factor (CAPM) CML, SML, and RiskPremium

Calculate Uryasev's proposed Conditional Drawdown at Risk (CDD or CDaR...

calculate centered Returns

Create ACF chart or ACF with PACF two-panel chart

wrapper for barchart of returns

Periodic returns in a bar chart with risk metric overlay

box whiskers plot wrapper

Chart of Capture Ratios against a benchmark

correlation matrix chart

Cumulates and graphs a set of periodic returns

Time series chart of drawdowns through time

Create an ECDF overlaid with a Normal CDF

Plots a time series with event dates aligned

histogram of returns

Plot a QQ chart

Takes a set of returns and relates them to a market benchmark in a sca...

relative performance chart between multiple return series

scatter chart of returns vs risk for comparing multiple instruments

chart rolling correlation fo multiple assets

chart the rolling mean return

wrapper to create a chart of rolling performance metrics in a line cha...

A wrapper to create charts of relative regression performance through ...

wrapper to draw scatter plot with sensible defaults

chart risk versus return over rolling time periods

create a stacked bar plot

Creates a time series chart with some extensions.

show the sensitivity of Value-at-Risk or Expected Shortfall estimates

Create combined wealth index, period performance, and drawdown chart

rolling performance chart

check input data type and format and coerce to the desired output type

Check 'seedValue' to ensure it is compatible with coredata_content att...

clean extreme observations in a time series to to provide more robust ...

Functions for calculating comoments of financial time series

downside risk (deviation, variance) of the return distribution

downside frequency of the return distribution

d ratio of the return distribution

Calculates a standard deviation-type statistic using individual drawdo...

Drawdawn peak of the return distribution

calculates Expected Shortfall(ES) (or Conditional Value-at-Risk(CVaR) ...

Functions for calculating EWMA comoments of financial time series

Fama beta of the return distribution

Find the drawdowns and drawdown levels in a timeseries.

Frequency of the return distribution

calculate the Hurst Index The Hurst index can be used to measure wheth...

InformationRatio = ActivePremium/TrackingError

Kappa of the return distribution

calculate Kelly criterion ratio (leverage or bet size) for a strategy

Kurtosis

internal functions for setting useful defaults for graphs

Calculate appropriate cumulative return series or asset level using xt...

calculate a lower partial moment for a time series

M squared for Sortino of the return distribution

Market timing models

Martin ratio of the return distribution

caclulate the maximum drawdown from peak equity

Functions for doing Moment Component Analysis (MCA) of financial time ...

calculate attributes relative to the mean of the observation series gi...

Mean absolute deviation of the return distribution

Minimum Track Record Length

Modigliani-Modigliani measure

M squared of the return distribution

M squared excess of the return distribution

Net selectivity of the return distribution

calculate Omega for a return series

Omega excess return of the return distribution

Omega-Sharpe ratio of the return distribution

Pain index of the return distribution

Pain ratio of the return distribution

Econometric tools for performance and risk analysis.

Probabilistic Sharpe Ratio

Prospect ratio of the return distribution

Standard Error Estimate for Rachev Ratio of Returns

calculates an annualized excess return for comparing instruments with ...

calculate an annualized return for comparing instruments with differen...

calculate simple or compound returns from prices

clean returns in a time series to to provide more robust risk estimate...

Convert coredata content from one type of return to another

calculate a compounded (geometric) cumulative return

Calculates the returns of an asset in excess of the given risk free ra...

calculate Geltner liquidity-adjusted return series

Robust Filter for Time Series Returns

Calculate weighted returns for a portfolio of assets

Read returns data with different date formats

calculate the relative return of one asset to another

Controls Function for the Computation of Standard Errors for Risk and ...

Selectivity of the return distribution

calculate annualized Sharpe Ratio

calculate a traditional or modified Sharpe Ratio of Return over StdDev...

Functions for calculating shrinkage-based comoments of financial time ...

Skewness

Skewness-Kurtosis ratio of the return distribution

calculate Normalized Getmansky Smoothing Index

order list of drawdowns from worst to best

calculate Sortino Ratio of performance over downside risk

Specific risk of the return distribution

calculate a multiperiod or annualized Standard Deviation

calculates Standard Deviation for univariate and multivariate series, ...

Functions for calculating structured comoments of financial time serie...

Systematic risk of the return distribution

Annualized Returns Summary: Statistics and Stylized Facts

wrapper function for combining arbitrary function list into a table

table for calculating the first six autocorrelation coefficients and s...

Monthly and Calendar year Return table

Single Factor Asset-Pricing Model Summary: Statistics and Stylized Fac...

Calculate and display a table of capture ratio and related statistics

calculate correlalations of multicolumn data

Distributions Summary: Statistics and Stylized Facts

Worst Drawdowns Summary: Statistics and Stylized Facts

Drawdowns Summary: Statistics and ratios

Higher Moments Summary: Statistics and Stylized Facts

Information ratio Summary: Statistics and Stylized Facts

Returns Summary: Statistics and Stylized Facts

Outperformance Report of Asset vs Benchmark

Rolling Periods Summary: Statistics and Stylized Facts

Specific risk Summary: Statistics and Stylized Facts

Variability Summary: Statistics and Stylized Facts

Display text information in a graphics plot.

Aggregate contributions through time

Total risk of the return distribution

Calculate Tracking Error of returns against a benchmark

calculate Treynor Ratio or modified Treynor Ratio of excess return ove...

calculate the Ulcer Index

calculate metrics on up and down markets for the benchmark asset

Volatility and variability of the return distribution

zerofill