Statistical Analysis and Machine Learning

Statistical modeling and analysis is almost my everyday work and I have been massaging various machine learning methods too. I am listing some of these exercises.

• Hao, J. & Mckay, T. (2006) Robust Analysis To Supernovae Distance Modulus Versus Redshift Data Via Markov Chain Monte Carlo Method, Presented at the 2016 SCMA workshop. [PDF]
• Liu, D., Li, X., Hao, J., & Jin, X. (2008). Revisiting the parametrization of Equation of State of Dark Energy via SNIa Data. Mon. Not. R. Astron. Soc., 388: 275-281 (Journal IF: 4.879). [PDF]
• Gerdes, D. W., Sypniewski, A. J., McKay, T. A., Hao, J., Weis, M. R., Wechsler, R. H., & Busha, M. T. (2010). ArborZ: Photometric Redshifts Using Boosted Decision Trees, Astrophys.J., 715:823-832, 2010 (Journal IF: 6.063).[PDF]