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Cointegration analysis Financial time series

$30-250 USD

Cancelled
Posted about 12 years ago

$30-250 USD

Paid on delivery
I need to do cointegration analysis on large sets of financial time series for testing and hopefully to then generate csv files that will be used by an automated trading platform. Ideally the platform would do the calculations but first there is a lot of analysis to do. I need someone who can not only program but has a solid mathematical background in cointegration to deal with issues such as analyzing two series one a monthly and one a daily. The cointegration analysis needs to be robust and able to the following at a minimum. determine if the series are cointegrated long term but also based on a rolling window where I can vary the lookback period. I need to also determine the lead-lag relationship or causality which changes over time. At times the Series A will lead Series B, and vice versa and at times they are coincident or in a some range of the equilibrium long -term relationship. It also must be capable of analyzing lags and changing the lags based on the result in the rolling windows. Finally I need to determine the coefficients of the VECM that tells me how much each series typically corrects deviations from the long-term relationship. Other issues include the total breakdown in the relationship for certain periods of time and determining optimal lookback windows. Maybe cointegration is not the right technique for the information I'm trying to get from this analysis? Maybe I should be doing correlation analysis, granger casuality, an Ornstein-Uhlenbeck model etc. The program should be robust enough plug in some additional techniques since the data inputs will be almost exactly the same. I don't need graphing functions etc just a csv file output with the results. This could be easily done with Matlab and some other statistical packages but all I have is Eviews and R so if you can use one of those the functions will already be built in and you can focus on the GUI for specifying certain parameters, managing input data files and outputting csv files for further analysis. I need someone who is not only a good programmer but also understands the equations and work with me to make sure I'm getting what I need. I would like to find someone good that is interested in doing this and other quantitative financial time series analysis and programming.
Project ID: 1585726

About the project

14 proposals
Remote project
Active 12 yrs ago

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14 freelancers are bidding on average $438 USD for this job
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Hello, Please check PM. Best, Iva
$450 USD in 15 days
4.9 (19 reviews)
5.1
5.1
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Hi, I am professional data anlalyst, I am programmer as well I can help you in your analysis. Looking for your positive reply please Thanks
$400 USD in 10 days
4.5 (49 reviews)
5.1
5.1
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I will work with you and make sure you get what you want.
$750 USD in 28 days
5.0 (1 review)
4.7
4.7
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Expert in algo trading and quant. Please check PMB.
$600 USD in 15 days
4.9 (10 reviews)
4.7
4.7
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Hi, I'm an experienced statistician and data analyst with good experience in financial modelling.
$400 USD in 14 days
5.0 (5 reviews)
3.9
3.9
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I'm doing a project on the correlation analysis of financial data and the calculation of Hurst exponent.
$200 USD in 7 days
3.0 (11 reviews)
3.5
3.5
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I'm a data mining & machine learning researcher.
$600 USD in 15 days
4.4 (1 review)
3.0
3.0
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I have experince in data modelling and can work with you to solve intersting problem.
$800 USD in 20 days
0.0 (0 reviews)
0.0
0.0
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Hi, I would like to take this up.
$400 USD in 10 days
0.0 (0 reviews)
2.9
2.9
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Hi, Myself Shikha is quite interested to proceed with the project on cointegration analysis as i recently done projents on HJM implementation on monte carlo simulation and Multivariate Time Series Analysis. Use statistical techniques such as Vector Auto regression or co integration analysis to estimate relationship between two or more financial time series. ? With the estimated model calculations such as forecast and impulse response analysis, Hope to hear you soon. Rgds, Shikha
$500 USD in 15 days
0.0 (0 reviews)
0.0
0.0
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I am an econometrician, and have an in-depth understanding of each of the following: Granger Causality, Forecast error variance decomposition, Impulse response function, Vector Autoregressive models, Co-integration tests, Speed of transmission and vector error correction models. Not only could I program and run this, I could tell you what each of these mean and how to interpret them
$300 USD in 3 days
0.0 (0 reviews)
1.6
1.6
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I have lots of experience in time series analysis and programming in R, and I would gladly help you complete this project!
$200 USD in 14 days
0.0 (0 reviews)
2.2
2.2

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United States
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Member since Apr 24, 2012

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