433 search results for "quantmod"

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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Real Squeeze

August 17, 2011
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Real Squeeze

Real yields even out to 10 years have now been competely squeezed. Either bond investors need to accept even worse negative real yields or deflation needs to get ugly for additional price returns from here. If deflation is the outcome, then shorts in s...

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-1% Guaranteed Real Real Return! Yummy??

August 17, 2011
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-1% Guaranteed Real Real Return! Yummy??

If we’re cooking up a bond return, we have access to 3 ingredients: inflation, credit, and real. Historically, the recipe looks like this (as described in Historical Sources of Bond Returns).0-5 parts inflation + 1-2 parts credit + 1-3 parts realand ...

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ttrTests Experimentation

August 16, 2011
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ttrTests Experimentation

I was intrigued by the CRAN update on a package ttrTests, especially since quantstrat is not built for backtesting system parameters and analyzing system performance as I mentioned in A Quantstrat to Build On Part 6.  ttrTests offers a nice start ...

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Use geom_rect() to add recession bars to your time series plots #rstats #ggplot

August 15, 2011
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Use geom_rect() to add recession bars to your time series plots #rstats #ggplot

ggplot2's geom_rect() layer makes it easy to highlight portions of your graph, such as recessions on an economic time series.

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lm System on Nikkei with New Chart

August 15, 2011
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lm System on Nikkei with New Chart

I got a great idea from the zoo-overplot demo to make a very helpful visualization of system entry and exit.  Since the lm-based system presented in Unrequited lm Love is newest, I will use this system, but apply to the Nikkei 225 instead of the R...

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