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Cointegration analysis Financial time series

$30-250 USD

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Objavljeno pred približno 12 leti

$30-250 USD

Plačilo ob dostavi
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.
ID projekta: 1585726

Več o projektu

14 ponudb
Projekt na daljavo
Aktivno pred 12 leti

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14 freelancerjev je oddalo ponudbo s povprečno vrednostjo $438 USD za to delo
Avatar uporabnika
Hello, Please check PM. Best, Iva
$450 USD v 15 dneh
4,9 (19 ocen)
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 v 10 dneh
4,5 (49 ocen)
5,1
5,1
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I will work with you and make sure you get what you want.
$750 USD v 28 dneh
5,0 (1 ocena)
4,7
4,7
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Expert in algo trading and quant. Please check PMB.
$600 USD v 15 dneh
4,9 (10 ocen)
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 v 14 dneh
5,0 (5 ocen)
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 v 7 dneh
3,0 (11 ocen)
3,5
3,5
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I'm a data mining & machine learning researcher.
$600 USD v 15 dneh
4,4 (1 ocena)
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 v 20 dneh
0,0 (0 ocen)
0,0
0,0
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Hi, I would like to take this up.
$400 USD v 10 dneh
0,0 (0 ocen)
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 v 15 dneh
0,0 (0 ocen)
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 v 3 dneh
0,0 (0 ocen)
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 v 14 dneh
0,0 (0 ocen)
2,2
2,2

O stranki

Zastava UNITED STATES
United States
0,0
0
Član(ica) od apr. 24, 2012

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