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QRM (version 0.4-20)

Provides R-Language Code to Examine Quantitative Risk Management Concepts

Description

Provides functions/methods to accompany the book Quantitative Risk Management: Concepts, Techniques and Tools by Alexander J. McNeil, Rudiger Frey, and Paul Embrechts.

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Version

Install

install.packages('QRM')

Monthly Downloads

1,110

Version

0.4-20

License

GPL (>= 2)

Maintainer

Bernhard Pfaff

Last Published

January 28th, 2020

Functions in QRM (0.4-20)

Gauss

Multivariate Gauss Distribution
Pconstruct

Assemble a Correlation Matrix for ML Copula Fitting
VaRbound

Computing lower and upper bounds for the (smallest or largest) VaR
Student

Student's t Distribution
hsi

Hang Seng Stock Market Index
game

Smooth Parameter Estimation and Bootstrapping of Generalized Pareto Distributions with Penalized Maximum Likelihood Estimation
edf

Empirical Distribution Function
Gumbel

Gumbel Distribution
dji

Dow Jones Index
smi

Swiss Market Index
ES

Expected Shortfall
sp500

Standard and Poors 500 Index
FXGBP.RAW

Sterling Exchange Rates
cac40

CAC 40 Stock Market Index (France)
GIG

Generalized Inverse Gaussian Distribution
GPD

Generalized Pareto Distribution
Credit

Credit Risk Modelling
danish

Danish Fire Losses
DJ

Dow Jones 30 Stock Prices
nikkei

Nikkei Stock Market Index
xdax

Xetra DAX German Index
nasdaq

NASDAQ Stock Market Index
PointProcess

Point Processes
QRM-defunct

Defunct Functions in Package QRM
ftse100

FTSE 100 Stock Market Index
game-aux

Auxiliary Functions for Extracting/Computing Results Related to gamGPDfit()/gamGPDboot()
Pdeconstruct

Disassemble a Correlation Matrix for ML Copula Fitting
QQplot

Generic Quantile-Quantile Plot
GHYP

Uni- and Multivariate Generalized Hyperbolic Distribution
GEV

Generalized Extreme Value Distribution
Kendall

Kendall's Rank Correlation
QRM-package

Quantitative Risk Modelling
eigenmeth

Make Matrix Positive Definite
NH

Normal Inverse Gaussian and Hyperbolic Distribution
equicorr

Equal Correlation Matrix
Spearman

Spearman's Rank Correlation
spdata

Standard and Poors Default Data
spdata.raw

Standard and Poors Default Data
BiDensPlot

Bivariate Density Plot
CopulaAC

Archimedean Copulae
CopulaGauss

Gauss Copula
CopulaStudent

Student's t Copula
POT

Peaks-over-Threshold Method