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Summary

My recent research focused upon the combination of dependent data with purposes that are context-dependant. In some cases the combined data can be of interest in their own, sometimes it can be of interest discovering relations of input data that are not directly observable.

Papers

Note: The following papers cover topics in time series analysis and econometrics as well as quantitative finance. For journal papers, the available links access technical reports submitted before receiving final acceptance. The published versions are available through the journal links on the right side of this page.




Preprints

Note: Papers listed in this section are either submitted to journals to be considered for publication or nearly ready to be submitted. Working papers which are at earlier stages of completion are not listed.


    A. Cardinali (2012). A Multiscale Semi-parametric Approach to Stationarity and Local-Stationarity Testing with Application to Exchange Rates. Preprint;



    A. Cardinali (2012). Asymptotics for Degenerate Quadratic Forms with Application to Locally Stationary Multiscale Periodograms. Preprint;


    A. Cardinali and G.P.Nason (2013). Costationary Inference for the Local Covariance Function with Application to Financial Returns. Preprint;


    A. Cardinali and G.P.Nason (2013). Unbiased Inference for Locally Stationary Wavelet Packet Processes. Preprint.



Technical Reports

Note: This is a list of reports produced in Bristol during my postdoc at the Department of Mathematics. Some of this work on information fusion is conducted in association with the Department of Electrical and Electronic Engineering at UoB.


    A.Cardinali (2004). Multiscale Methods in Data Fusion, a Review. DIF-DTC Report UOB-DIF-DTC-PROJ201-TR05;


    A.Cardinali and G.P.Nason (2005) Statistical Multiscale Image Segmentation and Fusion. DIF-DTC Report UOB-DIF-DTC-PROJ201-TR11;

    J. J. Lewis, S. G. Nikolov, A. Loza, E. Fernandez Canga, N. Cvejic, J. Li, A. Cardinali, C. N. Canagarajah, D. R. Bull, T. Riley, D. Hickman, M. I. Smith (2006). The Eden Project multi-sensor data set. Technical report TR-UoB-WS-Eden-Project-Data-Set, University of Bristol and Waterfall Solutions Ltd;

    A.Cardinali and G.P.Nason (2006). A New Approach to Data Fusion via Multiscale Costationarity. DIF-DTC Report UOB-DIF-DTC-PROJ201-TR13;

    A.Cardinali and G.P.Nason (2006). Generalized LSW Processes and Statistical Inference . DIF-DTC Report UOB-DIF-DTC-PROJ201-TR15;

    A.Cardinali and G.P.Nason (2006). Final Report: Multiscale Approaches to Data Fusion . DIF-DTC Report UOB-DIF-DTC-PROJ201-TR17;

    A.Cardinali and G.P.Nason (2007). Costationarity and Stationarity Tests for Stock Index Returns. Univ. of Bristol, Statistics Group, Technical Report 08:08;

    A.Cardinali and G.P.Nason (2011). Locally Stationary Wavelet Packet Processes . Univ. of Bristol, Statistics Group, Technical Report 11:04.