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rsvp / fecon235

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Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics

python finance statistics time-series jupyter-notebook pandas economics housing econometrics gdp fx gold equities inflation federal-reserve bonds asset-pricing interest-rates employment fecon236
  • Updated Dec 3, 2018
  • Jupyter Notebook

lnsongxf / fecon235

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Computational data tools for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics

python finance statistics jupyter-notebook pandas economics housing gdp fx gold equities inflation federal-reserve income bonds asset-pricing interest-rates employment time-series-econometrics
  • Updated May 1, 2017
  • Jupyter Notebook

asaficontact / learning_to_beat_the_random_walk

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In this project, I explore various machine learning techniques including Principal Component Analysis (PCA), Support Vector Machines (SVM), Artificial Neural Networks (ANN), and Sentiment Analysis in an effort to predict the directional changes in exchange rates for a list of developed and developing countries.

latex sentiment-analysis forex neural-networks exchange-rates tf-idf cosine-similarity support-vector-machines news-articles vader-sentiment-analysis principal-component-analysis shinyapps asset-pricing object-oriented-programming forex-prediction financial-econometrics financial-economics textblob-sentiment-analysis exchange-rates-forecasting carry-trade
  • Updated Jan 18, 2020
  • TeX

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