advanced-algorithmic-trading

503
[74] O’Mahony, A. Online linear regression using a kalman filter. http://www.
thealgoengineer.com/2014/online_linear_regression_kalman_filter/, 2014.
[75] Pardo, R. The Evaluation and Optimization of Trading Strategies, 2nd Ed. John Wiley &
Sons, 2008.
[76] Pedregosa, F., Varoquaux, G., Gramfort, A., Michel, V., Thirion, B., Grisel, O., Blondel,
M., Prettenhofer, P., Weiss, R., Dubourg, V., Vanderplas, J., Passos, A., Cournapeau, D.,
Brucher, M., Perrot, M., and Duchesnay, E. Scikit-learn: Machine learning in Python.
Journal of Machine Learning Research, 12:2825–2830, 2011.
[77] Pfaff, B. Analysis of Integrated and Cointegrated Time Series with R, 2nd Ed. Springer,
2010.
[78] Phillips, P. C. B. and Ouliaris, S. Asymptotic properties of residual based tests for cointegration.
Econometrica, 58(1):165–193, 1990.
[79] Phillips, P. C. B. and Perron, P. Testing for a unit root in time series regression. Biometrika,
75(2):335–346, 1988.
[80] Picerno, J. Is equal weighting beneficial for asset allocation?
http://www.capitalspectator.com/is-equal-weighting-beneficial-for-asset-allocation, 2016.
[81] Pole, A., West, M., and Harrison, J. Applied Bayesian Forecasting and Time Series Analysis,
2nd Ed. Chapman and Hall/CRC, 2011.
[82] Quantivity. Market regime dashboard. https://quantivity.wordpress.com/2009/08/
23/market-regime-dashboard/, 2009.
[83] Quantivity. Trade using market regimes? https://quantivity.wordpress.com/2009/
09/20/trade-using-market-regimes/, 2009.
[84] Quantivity. Multi-asset market regimes. https://quantivity.wordpress.com/2012/
11/09/multi-asset-market-regimes/, 2012.
[85] Robert, C. and Casella, G. A short history of markov chain monte carlo: Subjective
recollections from incomplete data. Statistical Science, 0(00):1–14, 2011.
[86] Russell, M. A. 21 Recipes for Mining Twitter. O’Reilly Media, 2011.
[87] Russell, M. A. Mining the Social Web, 2nd Ed. O’Reilly Media, 2013.
[88] Said, S. E. and Dickey, D. A. Testing for unit roots in autoregressive-moving average
models of unknown order. Biometrika, 71(3):599–607, 1984.
[89] Salvatier, J., Wiecki, T., and Fonnesbeck, C. Getting started with pymc3. http://
pymc-devs.github.io/pymc3/notebooks/getting_started.html, 2016.
[90] Sedar, J. Bayesian inference with pymc3 - part 1. http://blog.applied.ai/
bayesian-inference-with-pymc3-part-1/, 2016.
[91] Segaran, T. Programming Collective Intelligence: Building Smart Web 2.0 Applications.
O’Reilly Media, 2007.