Guanglei Hong
Statistics and Probability · 2005–2025
A researcher in the Science corpus: 8 papers; trusts 24 researchers and is trusted by 26 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 39 citations into it; #3,465 of 12,932 by trust here, #7,508 by citations
- Causal Inference & Discovery — 19 citations into it
- Education — 12 citations into it; #1,119 of 11,309 by trust here, #2,462 by citations
- Developmental and Educational Psychology — 11 citations into it
- Probabilistic & Bayesian Methods — 5 citations into it
Whom Guanglei Hong trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Donald B. Rubin
- Paul Holland
- James M. Robins
- Guido W. Imbens
- Paul R. Rosenbaum
- Roderick J. A. Little
- Richard Correnti
- Michael E. Sobel
- Stephen Raudenbush
- Lyle Ungar
Who trusts Guanglei Hong overall
- Richard Correnti
- Stijn Vansteelandt
- T. Lange
- Stephen Raudenbush
- Markus Frölich
- Hsien-Hsien Lau
- Luke Keele
- Maarten Bekaert
- Tyler J. VanderWeele
- Bing Yu
Papers from Guanglei Hong's perspective
Ordered by how strongly the researchers Guanglei Hong trusts endorse each paper. Same corpus, a different order for every researcher.
- Statistics and Causal Inference
- The central role of the propensity score in observational studies for causal effects
- Observational Studies
- [On the Application of Probability Theory to Agricultural Experiments. Essay on Principles. Section 9.] Comment: Neyman (1923) and Causal Inference in Experiments and Observational Studies
- Bayesian Inference for Causal Effects: The Role of Randomization
- Marginal Structural Models versus Structural nested Models as Tools for Causal inference
- Bounds on Treatment Effects from Studies with Imperfect Compliance
- INFERENCE AND MISSING DATA
- Direct and Indirect Effects
- Principal Stratification in Causal Inference
Their papers
- Ratio of Mediator Probability Weighting for Estimating Natural Direct and Indirect Effects (2025) — 70 citations
- Causal Inference for Time-Varying Instructional Treatments (2008) — 92 citations
- Causality in a Social World: Moderation, Meditation and Spill-over (2015) — 94 citations
- Marginal Mean Weighting Through Stratification: Adjustment for Selection Bias in Multilevel Data (2010) — 139 citations
- Effects of Cross-Language Transfer on First-Language Phonological Awareness and Literacy Skills in Chinese Children Receiving English Instruction (2010) — 89 citations
- Early-Grade Retention and Children’s Reading and Math Learning in Elementary Years (2007) — 108 citations
- Evaluating Kindergarten Retention Policy (2006) — 295 citations
- Effects of Kindergarten Retention Policy on Children’s Cognitive Growth in Reading and Mathematics (2005) — 317 citations