358 search results for "quantmod"

ttrTests: Its Great Thesis and Incredible Potential

September 26, 2011
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ttrTests: Its Great Thesis and Incredible Potential

I stumbled on the ttrTests R package as mentioned in my post ttrTests Experimentation.  I did not recognize its potential until I spent much more time absorbing the basis of the package—David St. John’s thesis Technical Analysis Based on Movin...

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Performance with ggplot2

September 16, 2011
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Performance with ggplot2

Now after Reporting Good Enough to Share, let’s use ggplot2 and PerformanceAnalytics to turn this into this From TimelyPortfolio I have been notified that the colors aren’t great.  How does everyone like this? R code (click to download)...

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Correlations among US Stocks: Is it really time to fire your adviser?

September 15, 2011
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Correlations among US Stocks: Is it really time to fire your adviser?

Note: This post is NOT financial advice!  This is just a fun way to explore some of the capabilities R has for importing and manipulating data. The Financial Times says it's time to "Fire your Adviser" because correlations among US stocks ar...

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Reporting Good Enough to Share

September 15, 2011
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Reporting Good Enough to Share

Sorry to all my faithful readers for my absence recently. I started a new job at a new firm, so my blogging has moved down the priority list but only temporarily. I am still committed to documenting my thoughts, especially finance and R thoughts as dis...

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Backtesting a Simple Stock Trading Strategy

September 13, 2011
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Backtesting a Simple Stock Trading Strategy

Note: This post is NOT financial advice!  This is just a fun way to explore some of the capabilities R has for importing and manipulating data.   I recently read a post on ETF Prophet that explored an interesting stock trading strategy in Ex...

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25+ more ways to bring data into R

August 26, 2011
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25+ more ways to bring data into R

The rdatamarket post on the Revolutions blog and this post on Decision Stats reminded me about my list of Data APIs/feeds available as packages in R on Cross-Validated (which is a great site that you all should use).  Many of these packa...

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Mode vs Mean in Tactical Allocation

August 25, 2011
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Mode vs Mean in Tactical Allocation

Let’s take Modest Modeest for Moving Average one step further and use it in a basic tactical allocation system using Vanguard funds.  THIS IS NOT INVESTMENT ADVICE AND VERY EASILY MIGHT CAUSE LARGE LOSSES.  VANGUARD FUNDS IMPOSE EARLY REDEM...

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Modest Modeest for Moving Average

August 24, 2011
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Modest Modeest for Moving Average

I have no idea who originated the idea of using moving averages to determine entry and exit points in a trading system.  I do know that Mebane Faber (briefly discussed in Shorting Mebane Faber) has recently popularized the notion through his >7...

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Graphically analyzing variable interactions in R

August 23, 2011
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Graphically analyzing variable interactions in R

I studied Ecology as an undergraduate, which meant I spent a lot of time gathering and analyzing field data. One of the basic tools we used to look for relationships in a large set of variables was correlation and scatterplot matrices. Each of these ...

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Drawdown Visualization

August 22, 2011
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Drawdown Visualization

Drawdown is my favorite measure of risk.  It picks up extended autocorrelated pain often not seen in risk measures, and best illustrates frustration, panic, and loss of confidence (Drawdown Control Can Also Determine Ending Wealth).  I though...

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