Forecast combinations: An over 50-year review

X Wang, RJ Hyndman, F Li, Y Kang - International Journal of Forecasting, 2023 - Elsevier
Forecast combinations have flourished remarkably in the forecasting community and, in
recent years, have become part of mainstream forecasting research and activities …

Survey of multifidelity methods in uncertainty propagation, inference, and optimization

B Peherstorfer, K Willcox, M Gunzburger - Siam Review, 2018 - SIAM
In many situations across computational science and engineering, multiple computational
models are available that describe a system of interest. These different models have varying …

Statistical Significance, p-Values, and the Reporting of Uncertainty

GW Imbens - Journal of Economic Perspectives, 2021 - aeaweb.org
The use of statistical significance and p-values has become a matter of substantial
controversy in various fields using statistical methods. This has gone as far as some journals …

[图书][B] Radical uncertainty: Decision-making for an unknowable future

M King, J Kay - 2020 - books.google.com
'A brilliant new book'Daily Telegraph'Well written... and often entertaining'The Times' A
sparkling analysis' Prospect When uncertainty is all around us, and the facts are not clear …

The state of applied econometrics: Causality and policy evaluation

S Athey, GW Imbens - Journal of Economic perspectives, 2017 - aeaweb.org
In this paper, we discuss recent developments in econometrics that we view as important for
empirical researchers working on policy evaluation questions. We focus on three main …

[图书][B] Radical uncertainty: Decision-making beyond the numbers

J Kay, M King - 2020 - books.google.com
Much economic advice is bogus quantification, warn two leading experts in this essential
book, now with a preface on COVID-19. Invented numbers offer a false sense of security; we …

An overview of structural equation modeling: its beginnings, historical development, usefulness and controversies in the social sciences

P Tarka - Quality & quantity, 2018 - Springer
This paper is a tribute to researchers who have significantly contributed to improving and
advancing structural equation modeling (SEM). It is, therefore, a brief overview of SEM and …

Transparency, reproducibility, and the credibility of economics research

G Christensen, E Miguel - Journal of Economic Literature, 2018 - aeaweb.org
There is growing interest in enhancing research transparency and reproducibility in
economics and other scientific fields. We survey existing work on these topics within …

Channeling fisher: Randomization tests and the statistical insignificance of seemingly significant experimental results

A Young - The quarterly journal of economics, 2019 - academic.oup.com
I follow The Design of Experiments, using randomization statistical inference to test the null
hypothesis of no treatment effects in a comprehensive sample of 53 experimental papers …

What does research reproducibility mean?

SN Goodman, D Fanelli, JPA Ioannidis - Science translational medicine, 2016 - science.org
The language and conceptual framework of “research reproducibility” are nonstandard and
unsettled across the sciences. In this Perspective, we review an array of explicit and implicit …