Multiple imputation: a review of practical and theoretical findings

JS Murray - 2018 - projecteuclid.org
Multiple imputation is a straightforward method for handling missing data in a principled
fashion. This paper presents an overview of multiple imputation, including important …

Historical persistence

A Cirone, TB Pepinsky - Annual Review of Political Science, 2022 - annualreviews.org
This article reviews the literature on historical persistence in political science and the related
social sciences. Historical persistence refers to causal effects that (a) operate over time …

[HTML][HTML] Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990 …

GBD 2015 Risk Factors Collaborators - Lancet (London, England …, 2016 - ncbi.nlm.nih.gov
Background The Global Burden of Diseases, Injuries, and Risk Factors Study 2015 provides
an up-to-date synthesis of the evidence for risk factor exposure and the attributable burden …

[HTML][HTML] Measuring the health-related Sustainable Development Goals in 188 countries: a baseline analysis from the Global Burden of Disease Study 2015

SS Lim, K Allen, ZA Bhutta, L Dandona… - The Lancet, 2016 - thelancet.com
Summary Background In September, 2015, the UN General Assembly established the
Sustainable Development Goals (SDGs). The SDGs specify 17 universal goals, 169 targets …

Outcome-wide longitudinal designs for causal inference: a new template for empirical studies

TJ VanderWeele, MB Mathur, Y Chen - 2020 - projecteuclid.org
Outcome-Wide Longitudinal Designs for Causal Inference: A New Template for Empirical
Studies Page 1 Statistical Science 2020, Vol. 35, No. 3, 437–466 https://doi.org/10.1214/19-STS728 …

[HTML][HTML] Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990 …

MH Forouzanfar, A Afshin, LT Alexander, HR Anderson… - The lancet, 2016 - thelancet.com
Summary Background The Global Burden of Diseases, Injuries, and Risk Factors Study
2015 provides an up-to-date synthesis of the evidence for risk factor exposure and the …

[图书][B] Research design in political science

D Toshkov - 2016 - books.google.com
This is a comprehensive introduction to research design for university students at all levels
across the whole range of political science, including international relations and public …

The causal cookbook: Recipes for propensity scores, g-computation, and doubly robust standardization

A Chatton, JM Rohrer - Advances in Methods and Practices …, 2024 - journals.sagepub.com
Recent developments in the causal-inference literature have renewed psychologists' interest
in how to improve causal conclusions based on observational data. A lot of the recent writing …

Reflection on modern methods: when worlds collide—prediction, machine learning and causal inference

T Blakely, J Lynch, K Simons… - International journal of …, 2020 - academic.oup.com
Causal inference requires theory and prior knowledge to structure analyses, and is not
usually thought of as an arena for the application of prediction modelling. However …

The MIDAS touch: accurate and scalable missing-data imputation with deep learning

R Lall, T Robinson - Political Analysis, 2022 - cambridge.org
Principled methods for analyzing missing values, based chiefly on multiple imputation, have
become increasingly popular yet can struggle to handle the kinds of large and complex data …