Posts Tagged ‘ R Language ’

Review of “The Origin of Financial Crises” by George Cooper

March 19, 2012
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Review of “The Origin of Financial Crises” by George Cooper

The subtitle is “Central banks, credit bubbles and the efficient market fallacy”. Executive summary This is much too important of a book to remain as obscure as it is.  Besides, it is quite a fun read. It talks about two subjects: Why markets for goods and services tend toward equilibrium but financial markets do not. … Continue reading...

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The quality of variance matrix estimation

March 12, 2012
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The quality of variance matrix estimation

A bit of testing of the estimation of the variance matrix for S&P 500 stocks in 2011. Previously There was a plot in “Realized efficient frontiers” showing the realized volatility in 2011 versus a prediction of volatility at the beginning of the year for a set of random portfolios.  A reader commented to me privately … Continue reading...

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The shadows and light of models

March 5, 2012
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The shadows and light of models

How wide is the darkness? Uses of models The main way models are used is to: shine light on the “truth” We create and use a model to learn how some part of the world works. But there is a another use of models that is unfortunately rare — a use that should be common … Continue reading...

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I see high frequency data

March 1, 2012
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I see high frequency data

In the previous post I shared an example how to get high frequency data from IB broker (well, it is retail version of HFD – it has only best bid/ask and the trades). Now, once you saved some data – what should you do next? Next logical step would be data sanity check and visualization.

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A minimum variance portfolio in 2011

February 29, 2012
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A minimum variance portfolio in 2011

2011 was a good vintage for minimum variance, at least among stocks in the S&P 500. Previously The post “Realized efficient frontiers” included, of course, a minimum variance portfolio.  That portfolio seemed interesting enough to explore some more. “What does ‘passive investing’ really mean” suggests that minimum variance should be considered a form of passive … Continue reading...

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People voice about Lynas Malaysia through Twitter Analysis with R CloudStat

February 28, 2012
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People voice about Lynas Malaysia through Twitter Analysis with R CloudStat

People voice about Lynas Malaysia through Twitter Analysis with R CloudStat: CloudStat Analysis: This is a twitter analysis report for “Lynas” from 21 till 28 February 2012, generated by CloudStat Twitter Application. Lynas was a hot topic, espec...

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Realized efficient frontiers

February 27, 2012
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Realized efficient frontiers

A look at the distortion from predicted to realized. The idea The efficient frontier is a mainstay of academic quant.  I’ve made fun of it before.  This post explores the efficient frontier in a slightly less snarky fashion. Data The universe is 474 stocks in the S&P 500.  The predictions are made using data from … Continue reading...

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R twitteR Analysis: How HOT is the Lynas Rare Earths Mining Malaysia?

February 25, 2012
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R twitteR Analysis: How HOT is the Lynas Rare Earths Mining Malaysia?

Since Lynas Malaysia Corporation, Australia Rare Earth Refiner Granted Malaysia License, it is always a very hot topic. This can be proven through the daily tweets across recent 7 days. This chart was built by Tweets Keyword Trending Application @...

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What does ‘passive investing’ really mean?

February 20, 2012
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What does ‘passive investing’ really mean?

We know the words but what do they mean? Some definitions Here are some definitions of “passive investment management”. Investopedia says: A style of management associated with mutual and exchange-traded funds (ETF) where a fund’s portfolio mirrors a market index. Wikipedia says: Passive management (also called passive investing) is a financial strategy in which an investor (or … Continue reading...

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VilniusR – R users group in Lithuania

February 16, 2012
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Today is Lithuania’s independence day and I have created R user group in Lithuania – VilniusR. If you are near by please follow the link, sign up and I hope that we will have a meeting soon.

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