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"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, including dissertation supervisors, and learners, from being misled by some of the shortcomings that I have identified in this book. It is in this sense that I refer to these tips as “remedial tips”. As such, these tips should not be regarded as exhaustive in their own right in reflecting the statistical learning needs of non-specialists. Nevertheless, one of the important responsibilities professionally trained statisticians face in the teaching of statistics to non-specialists is that of ....

Macmillan International Higher Education , Pocket Study Skills , Analyze Data , Statistical Learning , Non Specialists , Book Review , மேக்மில்லன் சர்வதேச அதிக கல்வி , பாகெட் படிப்பு திறன்கள் , பகுப்பாய்வு தகவல்கள் , புள்ளிவிவர கற்றல் , அல்லாத வல்லுநர்கள் , நூல் விமர்சனம் ,

Local inequalities of the COVID-19 crisis | VOX, CEPR Policy Portal


Augusto Cerqua, Marco Letta 18 December 2020
There is widespread concern about the toll of the pandemic on local economies, but little causal evidence to assess its real costs. This column presents an impact evaluation of the local economic effects of the COVID-19 crisis in Italy, based on a counterfactual application of machine learning algorithms. It documents that, to date, impacts on employment and firms have been dramatically uneven across the Italian territory and spatially uncorrelated with the epidemiological pattern of the first wave. It shows that this heterogeneity is associated with sectoral specialisation, exposure to social aggregation risks, and pre-existing labour market fragilities. Finally, it argues that such diverging local trajectories call for a place-based approach in the policy response to the crisis. ....

United States , United Kingdom , Proceedings Of The National Academy Sciences , Journal Of The Association Environmental , Journal Of The American Statistical Association , Local Labour Markets , Next Generation , American Statistical Association , Regional Studies , Risk During , Paper Series , Resource Economists , Regional Science , Statistical Learning , Data Mining , Springer Science , World Economic Outlook , National Academy , Metropolitan Statistical Areas , Work Areas , ஒன்றுபட்டது மாநிலங்களில் , ஒன்றுபட்டது கிஂக்டம் , இதழ் ஆஃப் தி சங்கம் சுற்றுச்சூழல் , இதழ் ஆஃப் தி அமெரிக்கன் புள்ளிவிவர சங்கம் , உள்ளூர் தொழிலாளர் சந்தைகள் , அடுத்தது ஜெநரேஶந் ,