Héctor Sanz

836 total citations · 1 hit paper
8 papers, 481 citations indexed

About

Héctor Sanz is a scholar working on Statistics and Probability, Economics and Econometrics and Molecular Biology. According to data from OpenAlex, Héctor Sanz has authored 8 papers receiving a total of 481 indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Statistics and Probability, 2 papers in Economics and Econometrics and 1 paper in Molecular Biology. Recurrent topics in Héctor Sanz's work include Advanced Causal Inference Techniques (7 papers), Statistical Methods in Clinical Trials (5 papers) and Statistical Methods and Bayesian Inference (3 papers). Héctor Sanz is often cited by papers focused on Advanced Causal Inference Techniques (7 papers), Statistical Methods in Clinical Trials (5 papers) and Statistical Methods and Bayesian Inference (3 papers). Héctor Sanz collaborates with scholars based in United States, United Kingdom and Netherlands. Héctor Sanz's co-authors include Ferrán Reverter, Clarissa Valim, Esteban Vegas, Josep M. Oller, Chantal Quinten, Francesco Pignatti, Nicolás Ballarini, Joan Largent, Wilhelmina E. Hoogendoorn and Jaclyn L.F. Bosco and has published in prestigious journals such as SHILAP Revista de lepidopterología, BMC Bioinformatics and Drug Safety.

In The Last Decade

Héctor Sanz

6 papers receiving 473 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

SVM-RFE: selection and visualization of the most relevant features through non-linear kernels

2018 449 citations Héctor Sanz, Clarissa Valim et al. BMC Bioinformatics profile →

Peers

Countries citing papers authored by Héctor Sanz

Since Specialization

Citations

This map shows the geographic impact of Héctor Sanz's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Héctor Sanz with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Héctor Sanz more than expected).

Fields of papers citing papers by Héctor Sanz

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Héctor Sanz. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Héctor Sanz. The network helps show where Héctor Sanz may publish in the future.

Co-authorship network of co-authors of Héctor Sanz

This figure shows the co-authorship network connecting the top 25 collaborators of Héctor Sanz. A scholar is included among the top collaborators of Héctor Sanz based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Héctor Sanz. Héctor Sanz is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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8 of 8 papers shown

#	Work	Indexed citations
1	External Comparator Studies: Performance of Four Missing Data-Handling Approaches, Stratified by Four Different Marginal Estimators 2025 ·Drug Safety ·(unknown), Héctor Sanz, Wilhelmina E. Hoogendoorn, Joan Largent	0
2	External comparator studies and the joint application of the estimand and target trial emulation frameworks 2024 ·SHILAP Revista de lepidopterología ·(unknown), Héctor Sanz	1
3	External Comparator Cohort studies - clarification of terminology 2024 ·SHILAP Revista de lepidopterología ·(unknown), Joan Largent, Wilhelmina E. Hoogendoorn, Héctor Sanz, Jaclyn L.F. Bosco, (unknown)	4
4	Examining the Effect of Missing Data and Unmeasured Confounding on External Comparator Studies: Case Studies and Simulations 2024 ·Drug Safety ·(unknown), Héctor Sanz, Wilhelmina E. Hoogendoorn, Nicolás Ballarini, Joan Largent, (unknown), Douwe Postmus, Theodor Framke, (unknown), Chantal Quinten, Francesco Pignatti	2
5	Core Concepts in Pharmacoepidemiology: Time‐To‐Event Analysis Approaches in Pharmacoepidemiology 2024 ·Pharmacoepidemiology and Drug Safety ·(unknown), Shahrzad Salmasi, Héctor Sanz, Joan Largent	0
6	A Review of Causal Inference for External Comparator Arm Studies 2022 ·Drug Safety ·(unknown), Nicolás Ballarini, Héctor Sanz, Joan Largent, Chantal Quinten, Francesco Pignatti	14
7	Enhancing SVM for survival data using local invariances and weighting 2020 ·BMC Bioinformatics ·Héctor Sanz, Ferrán Reverter, Clarissa Valim	11
8	SVM-RFE: selection and visualization of the most relevant features through non-linear kernels breakdown → 2018 ·BMC Bioinformatics ·Héctor Sanz, Clarissa Valim, Esteban Vegas, Josep M. Oller, Ferrán Reverter	449

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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