Profile Details

Create Project

★★★★★

☆☆☆☆☆

USD 125 /hr

★★★★★

☆☆☆☆☆

Hire Dr. Swati C.

USD 125 /hr

Applied and theoretical Statistician (Assistant Professor at University of London) with 10+ years of experience

Profile Summary

PhD in Statistics with expertise in statistical modeling and analysis of complex dependent data (such as time series and networks). Experienced in extracting useful information from network data (social friendship or contact networks between individuals, climate networks; biological networks); and other types of dependent data such as ocean/wind current time series.

Subject Matter Expertise

• ★ Statistical Theory
• ★ Applied Statistics
• ★ Social Statistics
• ☆ Signal Processing
• ☆ Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Bayesian Statistics
• ☆ Statistical Computing
• ☆ Mathematical Statistics
• ☆ R

Services

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Scientific and Technical Research

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Data Visualization, Data Insights

Work Experience

Assistant Professor in Statistics

Birkbeck College, University of London

November 2017 - Present

Post-Doctoral Fellow (Research Associate)

University College London

December 2014 - November 2017

Education

PhD in Statistics

Imperial College London

October 2009 - November 2013

Certifications

• Fellow of the Higher Education Academy

  Higher Education Academy, UK

  January 2019 - Present

Publications

JOURNAL ARTICLE

S Chandna, S C Olhede, P J Wolfe(2021). Local linear graphon estimation using covariates . Biometrika. 109. (3). p. 721--734. Oxford University Press ({OUP})

(2018). Bootstrap Averaging for Model-Based Source Separation in Reverberant Conditions . IEEE/ACM Transactions on Audio, Speech, and Language Processing.

(2017). A Frequency Domain Test for Propriety of Complex-Valued Vector Time Series . IEEE Transactions on Signal Processing.

(2013). Simulation Methodology for Inference on Physical Parameters of Complex Vector-Valued Signals . IEEE Transactions on Signal Processing.

(2011). Statistical Properties of the Estimator of the Rotary Coefficient . IEEE Transactions on Signal Processing.

WORKING PAPER

(2020). Nonparametric regression for multiple heterogeneous networks.

CONFERENCE PAPER

(2014). A widely linear multichannel wiener filter for wind prediction . 2014 IEEE Workshop on Statistical Signal Processing (SSP).

(2014). Improving model-based convolutive blind source separation techniques via bootstrap . 2014 IEEE Workshop on Statistical Signal Processing (SSP).