358 search results for "quantmod"

Where to find data to use with R

October 11, 2011
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(Contributing blogger Joe Rickert has put together a fantastic list of data sources suitable for use with R. If you're looking for data to use in the Applications of R Contest -- entries close October 31 -- this is a great resource for you -- Ed.) Hardly a day goes by without someone or something reminding me that we...

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Risk, Return and Analyst Ratings

October 7, 2011
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Risk, Return and Analyst Ratings

Today I want to discuss a connection between Risk, Return and Analyst Ratings. Let’s start with defining our universe of stocks : 30 stocks from Dow Jones Industrial Average (^DJI) index. For each stock I will compute the number of Upgrades and Downgrades, Risk, and Return in 2010:2011. I will run a linear regression and

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Visualizing Tables with plot.table

October 6, 2011
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Visualizing Tables with plot.table

plot.table function in the Systematic Investor Toolbox is a flexible table drawing routine. plot.table has a simple interface and takes following parameters: plot.matrix – matrix with data you want to plot smain – text to draw in (top, left) cell; default value is blank string highlight – Either TRUE/FALSE to indicate if you want to

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Efficient Frontier of Buy-Hold and Tactical System

October 6, 2011
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Efficient Frontier of Buy-Hold and Tactical System

In my mind, there are two very disparate views in the money management space: Markowitz style diversification and Faber style tactical allocation. I thought it would be fun to see what happens when we try to blend the two with an efficient frontier bet...

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Introduction to PloTA library in the Systematic Investor Toolbox

October 4, 2011
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Introduction to PloTA library in the Systematic Investor Toolbox

PloTA ( plot + ta ) library in the Systematic Investor Toolbox is a simple plot interface to charting Time Series and Technical Analysis plots. I created it as an alternative to charting functionality in quantmod package. It is designed to mimic default plot interface and works with xts objects. PloTA implements following methods: plota

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Jeff Augen Volatility Spike Code in R

October 2, 2011
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Jeff Augen Volatility Spike Code in R

Jeff Augen has written many excellent books on options trading, including&nb...

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Adding a volatility filter with VIX

October 2, 2011
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Adding a volatility filter with VIX

We saw in the basic system how we could add a factor, namely the 200 day moving average, to improve the overall performance of our system. You could spend a lot of time playing with different moving averages, and different combinations of crossovers if...

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Difficult Month for One of My Best Ideas

September 30, 2011
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Difficult Month for One of My Best Ideas

THIS IS NOT INVESTMENT ADVICE.  MY IDEAS PROBABLY WILL LOSE YOU MONEY, AND I WILL NOT LET YOU KNOW WHEN I CHANGE MY MIND. Bloomberg’s article “Asian Currencies Set for Worst Month Since 1997 Crisis Caused IMF Bailouts” demonstrates why with ...

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ttrTests This is a Test Test 3:Data Snoopy

September 30, 2011
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ttrTests This is a Test Test 3:Data Snoopy

THIS IS NOT INVESTMENT ADVICE.  IT IS JUST AN EXAMPLE AND WILL LIKELY LOSE LOTS OF MONEY IF YOU PURSUE WHAT IS DISCUSSED.  READER IS RESPONSIBLE FOR THEIR OWN GAINS OR LOSSES.  IF YOU ARE AN UNLIKELY WINNER, I WOULD LOVE TO HEAR YOUR STO...

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ttrTests This is a Test–Test 1 and Test 2

September 28, 2011
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ttrTests This is a Test–Test 1 and Test 2

Just to remind everyone, THIS IS NOT INVESTMENT ADVICE AND ANY ACTIONS TAKEN BASED ON THIS DISCUSSION WILL PROBABLY RESULT IN SIGNIFICANT LOSSES. We had fun with the ttrTests package in two previous posts ttrTests: Its Great Thesis and Incredible Poten...

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