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
Comparison fields: 5 of 83
  • Statistics and Probability 127
  • Artificial Intelligence 81
  • Economics and Econometrics 74
  • Management Science and Operations Research 62
  • Sociology and Political Science 59
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 View profile →
Citations per field, relative to Marcello D’Orazio
Marcello D’Orazio · 1×
Citations per year, relative to Marcello D’Orazio
Marcello D’Orazio · 1×

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

20 of 20 papers shown
# Title Journal Authors Indexed citations
1 The journey towards a governance of open source statistical tools at Istat Statistical Journal of the IAOS Marcello D’Orazio, Marco Di Zio et al. 0
2 Integrated sampling design for agricultural and socio-economic households surveys: Overview and application in Uganda Harmonized Integrated Survey Statistical Journal of the IAOS Marcello D’Orazio, Talip Kilic et al. 1
3 A statistical approach for assessing progress towards the SDG targets Statistical Journal of the IAOS Pietro Gennari, Marcello D’Orazio 9
4 Integration of Survey Data in R Based on Machine Learning SHILAP Revista de lepidopterología Marcello D’Orazio et al. 1
5 The use of uncertainty to choose matching variables in statistical matching International Journal of Approximate Reasoning Marcello D’Orazio, Marco Di Zio et al. 6
6 Stratification in Business and Agriculture Surveys with R SHILAP Revista de lepidopterología Marcello D’Orazio et al. 1
7 The role of the conditional independence assumption in statistically matching income and consumption Statistical Journal of the IAOS Marcello D’Orazio, Mauro Scanu et al. 7
8 Integration and imputation of survey data in R: the StatMatch package RePEc: Research Papers in Economics Marcello D’Orazio 9
9 Statistical Matching of Income and Consumption Expenditures RePEc: Research Papers in Economics Marcello D’Orazio, Mauro Scanu et al. 11
10 Statistical Matching and Imputation of Survey Data with StatMatch Marcello D’Orazio 9
11 Old and new approaches in statistical matching when samples are drawn with complex survey designs Marcello D’Orazio 5
12 Statistical matching of two surveys with a non randomlyselected common subset ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/) Nicola Torelli, Marcello D’Orazio et al. 4
13 File Concatenation of Survey Data: a Computer Intensive Approach to Sampling Weights Estimation RePEc: Research Papers in Economics Marco Di Zio, Marcello D’Orazio et al. 1
14 Statistical Matching for Categorical Data: Displaying Uncertainty and Using Logical Constraints Journal of Official Statistics Marcello D’Orazio, Marco Di Zio et al. 38
15 Statistical Matching Marcello D’Orazio, Marco Di Zio et al. 179
16 Statistical Matching: Theory and Practice (Wiley Series in Survey Methodology) Marcello D’Orazio, Marco Di Zio et al. 17
17 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) Alessandra Coli, Marcello D’Orazio et al. 8
18 Estimating the variance of the sample mean in two-dimensional systematic sampling Journal of Agricultural Biological and Environmental Statistics Marcello D’Orazio 25
19 Statistical Matching and Official Statistics Marcello D’Orazio, Mauro Scanu et al. 9
20 A system to monitor the quality of automated coding of textual answers to open questions Marcello D’Orazio et al. 1

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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