Preprints and Unpublished Manuscripts
Preprints
Patil, P., Kuchibhotla, A. K., Wei, Y. and Rinaldo, A. (2022). Mitigating multiple descents: A modelagnostic framework for risk monotonization. arXiv
Shin, J., Ramdas, A. and Rinaldo, A. (2022). Edetectors: a nonparametric framework for online changepoint detection. arXiv
Yi, Y., Madrid Padilla, O.H., Wang, D. and Rinaldo, A. (2021). Optimal network online change point localisation. arXiv
Kuchibhotla, A.K., Rinaldo, A. and Wasserman, L. (2020). BerryEsseen Bounds for Projection Parameters and Partial Correlations with Increasing Dimension arXiv
Madrid Padilla, O.H., Yu, Y., Wang, D. And Rinaldo, A. (2020). A Note on Online Change Point Detection. arXiv
Zhao, D., Rinaldo, A. and Brookins, C. (2019), Cryptocurrency Price Prediction and Trading Strategies Using Support Vector Machines. arXiv
Wang, D., Yu., Y., Rinaldo, A. and Willett, R. (2019). Localizing Changes in HighDimensional Vector Autoregressive Processes. arXiv R code
Shin, J., Rinaldo, A. And Wasserman, L. (2019). Predictive Clustering. arXiv
Kim, K., Kim, J. and Rinaldo, A. (2018). Time Series Featurization via Topological Data Analysis: an Application to Cryptocurrency Trend Forecasting. arXiv
Kim., J., Shin, J., Rinaldo, A. and Wasserman, L. (2017). Confidence sets for persistent homology of the KDE filtration. pdf
Unpublished Monograph
Rinaldo, A. (2006). Computing Maximum Likelihood Estimates in LogLinear Models. Manuscript proposing computational procedures for extended maximum likelihood estimation (extracted from my PhD thesis). draft pdf. A small MATLAB toolbox implementing some of the routines described in the document, which was written for testing purposes, is also available here (without any warranty!).
Unpublished Manuscripts
Chen,Y.C., Wang, D., Rinaldo, A. and Wasserman, L. (2015). Statistical Analysis of Persistence Intensity Functions. arXiv
Kent, B. P., Rinaldo, A. and Verstynen, T. (2013). DeBaCl: A Python Package for Interactive DEnsityBAsed CLustering. arXiv Download DeBaCl
Balakrishnan, S., Narayanan, S., Rinaldo, A., Singh, A. and Wasserman, L. (2013). Tight Lower Bounds for Homology Inference. arXiv
Rinaldo, A., Petrovíc, S. and Fienberg, S.E. (2010). On the Existence of the MLE for a Directed Random Graph Network Model with Reciprocation. arXiv
