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QUANTITATIVE TRADING

Absolute returns through Quantitative Trading and Investment

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QUANTITATIVE TRADING | quantcity.blogspot.com Reviews

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Absolute returns through Quantitative Trading and Investment

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1

QUANTITATIVE TRADING: Factor analysis based stock classification

http://quantcity.blogspot.com/2013/12/factor-analysis-based-stock.html

Absolute returns through Quantitative Trading and Investment. Friday, December 20, 2013. Factor analysis based stock classification. Factor analysis is a multivariate statistical method aimed at data reduction and summarization. It can be used to describe the. Covariance relationships among many variables in terms of a few hidden underlying factors. Use of Factor Analysis in trading. Factor analysis are used in trading and portfolio management for various reasons:. It gives a clear picture of the major s...

2

QUANTITATIVE TRADING: Fama French factors in Indian stock markets

http://quantcity.blogspot.com/2014/05/fama-french-factors-in-indian-stock.html

Absolute returns through Quantitative Trading and Investment. Wednesday, May 7, 2014. Fama French factors in Indian stock markets. Fama French three factor model has been widely used through out the world to identify risk and returns characteristics of various investment strategies. It uses a three factor approach(contrasted against one factor approach of CAPM) to decompose the returns of stocks into the returns of the market as a whole. These three factors are:. Why bother with Fama French? It is clear ...

3

QUANTITATIVE TRADING: HFT and algorithmic trading in India

http://quantcity.blogspot.com/2014/05/hft-and-algorithmic-trading-in-india.html

Absolute returns through Quantitative Trading and Investment. Wednesday, May 7, 2014. HFT and algorithmic trading in India. Algorithmic trading was introduced in India in 2009 and within a span of 5 years it has gained a considerable share in market. Some random facts and developments in the algorithmic trading scenario in India:. In India, algorithmic trading comprises of about 20-30% of the total trading volume, which is much lower when compared to US(60-70%) and Europe(40-50%). In the initial days alg...

4

QUANTITATIVE TRADING: May 2014

http://quantcity.blogspot.com/2014_05_01_archive.html

Absolute returns through Quantitative Trading and Investment. Wednesday, May 7, 2014. Fama French factors in Indian stock markets. Fama French three factor model has been widely used through out the world to identify risk and returns characteristics of various investment strategies. It uses a three factor approach(contrasted against one factor approach of CAPM) to decompose the returns of stocks into the returns of the market as a whole. These three factors are:. Why bother with Fama French? It is clear ...

5

QUANTITATIVE TRADING: Pair trading using PCA

http://quantcity.blogspot.com/2014/07/pair-trading-using-pca.html

Absolute returns through Quantitative Trading and Investment. Sunday, July 27, 2014. Pair trading using PCA. In a previous post. The following steps are applied on all the possible intra-sector pairs:. Demeaned daily returns of the stock in each pair are calculated. A matrix of sized 400*2 is constructed where 400 is the number of observations(days) and 2 is the number of stocks(a pair). PCA is performed on this matrix to get the principle components. The next step is to calculate the distribution of ret...

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Absolute returns through Quantitative Trading and Investment. Sunday, July 27, 2014. Pair trading using PCA. In a previous post. The following steps are applied on all the possible intra-sector pairs:. Demeaned daily returns of the stock in each pair are calculated. A matrix of sized 400*2 is constructed where 400 is the number of observations(days) and 2 is the number of stocks(a pair). PCA is performed on this matrix to get the principle components. The next step is to calculate the distribution of ret...

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