1786 search results for "ggplot2"

Friday fun with: Google Trends

May 19, 2011
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Friday fun with: Google Trends

Some years ago, Google discovered that when people are concerned about influenza, they search for flu-related information and that to some extent, search traffic is an indicator of flu activity. Google Flu Trends was born. Illness is sweeping through our department this week and I have succumbed. It’s not flu but at one point, I

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Hadley Wickham’s R Development Master Class coming to SF

May 19, 2011
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Hadley Wickham, the Rice professor and prolific R hacker best known as the author of the ggplot2 graphics package, will be coming to San Francisco June 8-9 to deliver his new R Development Master Class (in conjunction with Revolution Analytics). This course will build on the skills of basic R programmers with instruction in advanced R programming techniques, development...

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Wonderful New Blog TimeSeriesIreland

May 18, 2011
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Wonderful New Blog TimeSeriesIreland

I returned from Scotland to find a wonderful new blog from Ireland http://timeseriesireland.wordpress.com.  To highlight his work, I thought I would apply his most recent post AIB Stock Price, EGARCH-M, and rgarch to the S&P 500.  Clearly...

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How to do a quantitative literature review in R

May 17, 2011
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How to do a quantitative literature review in R

In the early stages of a literature review, you may have hundreds of papers and not know how to even begin sorting through them. In this post, I show you how to perform a two-stage clustering analysis with R so that you can identify the main groups within your data, based on key attributes of each paper.

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Gifts from BAC ML and the Federal Reserve

May 17, 2011
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Gifts from BAC ML and the Federal Reserve

Bank of America Merrill Lynch and the Federal Reserve Bank of St. Louis Fed continue to surprise me with even more gifts.  This time they added Emerging Market Bond Indexes with history back to 1998 (cannot see Asia Pacific Crisis of 1997-1998 but...

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Russell Napier, ASIP in FT Says Emerging Market Currencies

May 17, 2011
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Russell Napier, ASIP in FT Says Emerging Market Currencies

Clearly I have succumbed to confirmation bias, since my second favorite presentation from the CFA Institute Annual Conference this year came from Scotland native Russell Napier, ASIP who shares my views nearly completely http://video.ft.com/v/946244201...

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AIB Stock Price, EGARCH-M, and rgarch

May 17, 2011
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AIB Stock Price, EGARCH-M, and rgarch

This post examines conditional heteroskedasticity models in the context of daily stock price data for Allied Irish Banks (AIB), specifically how to test for conditional heteroskedasticity in a series, how to approach model specification and estimation when time-varying volatility is present, and how to forecast with these models; all of this is done in R,

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Omega as Optimizer

May 16, 2011
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Omega as Optimizer

During Jan Straatman’s presentation, I tweeted Jan Straatman #cfa2011 In real life no normal distributions so use omega function to optimize actual returns After the presentation, I asked Jan his second choice for optimization after Omega, and he re...

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Reshape Package in R: Long Data format, to Wide, back to Long again

May 16, 2011
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Reshape Package in R: Long Data format, to Wide, back to Long again

In this post, I describe how to use the reshape package to modify a dataframe from a long data format, to a wide format, and then back to a long format again. It’ll be an epic journey; some of us may not survive (especially me!). Wide versus Long Data Formats I’ll begin by describing what

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Cointegration, R, Irish Mortgage Debt and Property Prices

May 15, 2011
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Cointegration, R, Irish Mortgage Debt and Property Prices

As a follow-up to my post examining the stationarity of the new property price index, this post will briefly look at some of the dynamics of mortgage debt and property prices; all data is monthly, from the beginning of 2005 to March 2011. This will also serve as an illustration of the ‘vars‘ and ‘urca‘

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