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Erniel Barrios

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Tuition Waiver

2 days ago

Graduate Research Excellence Scholarship (GRES)

Analysis of High Frequency, High Dimensional Time Series Data in Business Decision-Making and Brain Connectivity Monash University Malaysia in Malaysia

Degree Level

PhD

Field of study

Computer Science

Funding

Full funding available

Deadline

December 31, 2026
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Country

Malaysia

University

Monash University Malaysia

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Keywords

Computer Science
Data Science
Decision Making
Finance
Marketing
Time Series Analysis
Statistical Inference
Business
Stock Market
Eeg
Management
Neuropsychology
Quantum Computing
Microeconomics
Brain Connectivity
Economics
Statistics
Machine learning

About this position

This PhD project at Monash University Malaysia investigates the intersection of high frequency, high dimensional time series analysis in both financial markets and neuroscience. The research aims to draw parallels between stylized facts in stock market data—such as contagion and volatility—and connectivity patterns in brain signals, particularly EEG. While stock market data is typically analyzed in the time domain, EEG signals are explored in the frequency domain, offering a unique opportunity to bridge methodologies across disciplines.

With implications for business decision-making, the project will quantitatively measure decision processes using instruments like EEG. The research will focus on statistical inference and advanced analysis techniques to understand how business decisions are reflected in neural activity. This interdisciplinary approach leverages expertise in neuroscience, statistics, management, marketing, computer science, economics, and business, making it ideal for candidates with strong quantitative backgrounds.

The project is supervised by Professor Erniel Barrios, with Dr. Nazirul Hazim A. Khalim and Dr. Mogana Darshini Ganggayah as associate supervisors. The research is based in the Department of Arts, Social Sciences and Business at Monash University Malaysia, providing access to a vibrant academic environment and state-of-the-art facilities.

Successful applicants will be awarded the Graduate Research Excellence Scholarship (GRES), which includes a full tuition fee waiver and a monthly stipend for up to 3 years 6 months. To be eligible, candidates must hold a First Class Honours (H1) degree or its equivalent (H1E) recognized by Monash University Malaysia and meet the English language requirements. Applicants with backgrounds in quantitative analysis, neuroscience, data science, machine learning, financial economics, or related fields are encouraged to apply.

The application deadline is July 31, 2026. Prospective students should first contact the main supervisor with their academic background and achievements to determine suitability for the project. If a good fit is established, applications can be submitted online, referencing the advertised research topic. Detailed application requirements and submission guidelines are available on the university website.

This opportunity offers a unique blend of neuroscience and business analytics, supported by generous funding and expert supervision. It is ideal for motivated candidates seeking to advance their research skills in a multidisciplinary setting.

Funding details

Full funding including tuition fees and living expenses is available for this position. The scholarship covers all educational costs and provides a monthly stipend.

How to apply

Please submit your application including a cover letter, CV, academic transcripts, and contact information for two references. Applications should be sent via the online portal before the deadline.

More information can be found here

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