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Global population exposure to landscape fire air pollution from 2000 to 2019

Wildfires are thought to be increasing in severity and frequency as a result of climate change1–5. Air pollution from landscape fires can negatively affect human health4–6, but human exposure to landscape fire-sourced (LFS) air pollution has not been well characterized at the global scale7–23. Here, we estimate global daily LFS outdoor fine particulate matter (PM2.5) and surface ozone concentrations at 0.25° × 0.25° resolution during the peri...
National Bureau Of Economic Research United States South Australia Landscape Fires Global Fire Monitoring Center Carbon Monoxide World Health Organization A Guide For Public Health Officials
Source: nature.com

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Do Machine Learning Techniques Provide Better Macroeconomic Forecasts?

Machine learning techniques are now very common in many spheres, and there is a growing popularity of these approaches in macroeconomic forecasting as well. Are these techniques really useful in the prediction of macroeconomic outcomes? Are they superior in performance compared to their traditional counterparts? We carry out a meta-analysis of the existing literature in order
New York United States University Of Chicago New Delhi Republic Of South Africa
Source: epw.in

My Internship Experience at D. E. Shaw India Pvt. Ltd,  Ft. Abhishek Bansal from IIM Calcutta – PaGaLGuY

I got an opportunity to intern as a Quantitative Analyst in the Financial Research Team of D. E. Shaw India Pvt. Ltd through Campus Placements. The selection approach included an initial round of CV-based shortlisting, followed by two rounds of interviews. The first round of interviews focused on my knowledge of statistics and macroeconomics, past
West Bengal Abhishek Bansal Financial Research Team Securities Division Internship Experience Shaw India

Anant Raj and neural networks: an overparametrization perspective

Agent comptable Analyse mathématique des réseaux de neurones Ancienne directrice de recherche Inria - ACM Fellow 2016 Better classification of neuroscience data Bruno Lévy, Director of the Nancy - Grand Est research centre CEO Chargé de recherche Chargé de recherche au centre Inria de Bordeaux Chargé de recherche au centre Inria de Bordeaux - LAUREAT 2016 Chargé de recherche au sein de léquipe-projet Pariétal Chargé de recherche au sein de l’équipe-projet Athena à Inria Sophia Ant...
United States Inria Francis Bach Anant Raj Maxim Raginsky European Union Neural Network Theory Optimization
Source: inria.fr

"Ten tips for statistical educators" by Margaret MacDougall

This paper comprises a review of the Pocket Study Skills book How to Analyze Data which I was invited by MacMillan International Higher Education to provide as a contribution to the current special issue. This includes both a preliminary review and an extension of this review to provide ten tips for educators to enhance the statistical learning of non-specialists in statistics. The tips are intended to provide a constructive approach to the review process through safeguarding educators, includ...
Macmillan International Higher Education Pocket Study Skills Analyze Data Statistical Learning Non Specialists Book Review
Source: uow.edu.au

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