Marcello D’Orazio

546 total citations
21 papers, 346 citations indexed

About

Marcello D’Orazio is a scholar working on Statistics and Probability, Artificial Intelligence and Computer Networks and Communications. According to data from OpenAlex, Marcello D’Orazio has authored 21 papers receiving a total of 346 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Statistics and Probability, 4 papers in Artificial Intelligence and 3 papers in Computer Networks and Communications. Recurrent topics in Marcello D’Orazio's work include Statistical Methods and Inference (9 papers), Statistical Methods and Bayesian Inference (7 papers) and Bayesian Methods and Mixture Models (3 papers). Marcello D’Orazio is often cited by papers focused on Statistical Methods and Inference (9 papers), Statistical Methods and Bayesian Inference (7 papers) and Bayesian Methods and Mixture Models (3 papers). Marcello D’Orazio collaborates with scholars based in Italy and United States. Marcello D’Orazio's co-authors include Mauro Scanu, Marco Di Zio, Pietro Gennari, Gianni Corsetti, Alessandra Coli, Nicola Torelli, Ivan Faiella and Talip Kilic and has published in prestigious journals such as SHILAP Revista de lepidopterología, International Journal of Approximate Reasoning and Journal of Agricultural Biological and Environmental Statistics.

In The Last Decade

Marcello D’Orazio

19 papers receiving 298 citations

Peers

Marcello D’Orazio

MSOR

SPS

Marco Di Zio Italy

Mauro Scanu Italy

David Haziza Canada

Yolanda Marhuenda García Spain

Aurea Grané Spain

Antje Kirchner United States

Iain Pardoe United States

Ralf Münnich Germany

Edward F. Wolff United States

Siu‐Ming Tam Australia

Marco Di Zio Italy

Marcello D’Orazio

189 ×1.5

161 ×2.0

65 ×0.9

84 ×1.4

MSOR

56 ×0.9

SPS

Citations per year, relative to Marcello D’Orazio Marcello D’Orazio (= 1×) peers Marco Di Zio

Countries citing papers authored by Marcello D’Orazio

Since Specialization

Citations

This map shows the geographic impact of Marcello D’Orazio'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 Marcello D’Orazio with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Marcello D’Orazio more than expected).

Fields of papers citing papers by Marcello D’Orazio

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Marcello D’Orazio. 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 Marcello D’Orazio. The network helps show where Marcello D’Orazio may publish in the future.

Co-authorship network of co-authors of Marcello D’Orazio

This figure shows the co-authorship network connecting the top 25 collaborators of Marcello D’Orazio. A scholar is included among the top collaborators of Marcello D’Orazio 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 Marcello D’Orazio. Marcello D’Orazio is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

D’Orazio, Marcello, et al.. (2025). The journey towards a governance of open source statistical tools at Istat. Statistical Journal of the IAOS. 41(4). 1144–1153.

D’Orazio, Marcello, et al.. (2022). Integrated sampling design for agricultural and socio-economic households surveys: Overview and application in Uganda Harmonized Integrated Survey. Statistical Journal of the IAOS. 38(1). 97–110. 1 indexed citations

Gennari, Pietro & Marcello D’Orazio. (2020). A statistical approach for assessing progress towards the SDG targets. Statistical Journal of the IAOS. 36(4). 1129–1142. 9 indexed citations

D’Orazio, Marcello, et al.. (2019). Integration of Survey Data in R Based on Machine Learning. SHILAP Revista de lepidopterología. 1 indexed citations

D’Orazio, Marcello, Marco Di Zio, & Mauro Scanu. (2017). The use of uncertainty to choose matching variables in statistical matching. International Journal of Approximate Reasoning. 90. 433–440. 6 indexed citations

D’Orazio, Marcello, et al.. (2016). Stratification in Business and Agriculture Surveys with R. SHILAP Revista de lepidopterología. 1 indexed citations

D’Orazio, Marcello, et al.. (2016). The role of the conditional independence assumption in statistically matching income and consumption. Statistical Journal of the IAOS. 32(4). 667–675. 7 indexed citations

D’Orazio, Marcello. (2015). Integration and imputation of survey data in R: the StatMatch package. RePEc: Research Papers in Economics. 63(2). 57–68. 9 indexed citations

D’Orazio, Marcello, et al.. (2014). Statistical Matching of Income and Consumption Expenditures. RePEc: Research Papers in Economics. 3(3). 50–65. 11 indexed citations

10.

D’Orazio, Marcello. (2012). Statistical Matching and Imputation of Survey Data with StatMatch. 9 indexed citations

11.

D’Orazio, Marcello. (2010). Old and new approaches in statistical matching when samples are drawn with complex survey designs. 5 indexed citations

12.

Torelli, Nicola, et al.. (2009). Statistical matching of two surveys with a non randomlyselected common subset. ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/). 4 indexed citations

13.

Zio, Marco Di, et al.. (2008). File Concatenation of Survey Data: a Computer Intensive Approach to Sampling Weights Estimation. RePEc: Research Papers in Economics. 10(2). 5–12. 1 indexed citations

14.

D’Orazio, Marcello, Marco Di Zio, & Mauro Scanu. (2006). Statistical Matching for Categorical Data: Displaying Uncertainty and Using Logical Constraints. Journal of Official Statistics. 22(1). 137–157. 38 indexed citations

15.

D’Orazio, Marcello, Marco Di Zio, & Mauro Scanu. (2006). Statistical Matching. 179 indexed citations

16.

D’Orazio, Marcello, Marco Di Zio, & Mauro Scanu. (2006). Statistical Matching: Theory and Practice (Wiley Series in Survey Methodology). 17 indexed citations

17.

Coli, Alessandra, et al.. (2006). La costruzione di un Archivio di microdati sulle famiglie italiane ottenuto integrando l’indagine ISTAT sui consumi delle famiglie italiane e l’Indagine Banca d’Italia sui bilanci delle famiglie italiane. CINECA IRIS Institutial research information system (University of Pisa). 8 indexed citations

18.

D’Orazio, Marcello. (2003). Estimating the variance of the sample mean in two-dimensional systematic sampling. Journal of Agricultural Biological and Environmental Statistics. 8(3). 280–295. 25 indexed citations

19.

D’Orazio, Marcello, Mauro Scanu, & Marco Di Zio. (2002). Statistical Matching and Official Statistics. 1000–1020. 9 indexed citations

20.

D’Orazio, Marcello, et al.. (2001). A system to monitor the quality of automated coding of textual answers to open questions. 1 indexed citations

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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