プロフィール詳細

プロジェクトを作成

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Dr. Swati C.に依頼

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

プロフィール概要

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.

専門分野

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

サービス

• 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

職務経験

Assistant Professor in Statistics

Birkbeck College, University of London

11月 2017 - 現在

Post-Doctoral Fellow (Research Associate)

University College London

12月 2014 - 11月 2017

学歴

PhD in Statistics

Imperial College London

10月 2009 - 11月 2013

認定資格

• Fellow of the Higher Education Academy

  Higher Education Academy, UK

  1月 2019 - 現在

出版物

JOURNAL ARTICLE

S Chandna, S C Olhede, P J Wolfe(2021). Local linear graphon estimation using covariates . Biometrika. 109. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 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).