All Stories

  1. The Influence of Sustainability on Credit Assessment for the Banking Sector: A Mediation Analysis

    Article • Corporate Social Responsibility and Environmental Management, June 2025, Wiley

    Elena Stanghellini

  2. Addressing selection bias while estimating aggregate development effectiveness: can we obtain externally valid estimates at portfolio level?

    Article • Journal of Development Effectiveness, February 2025, Taylor & Francis

    Elena Stanghellini

  3. A note on “Simple graphical rules to assess selection bias in general-population and selected-sample treatment effects" by M. B. Mathur and I. Shpitser

    Article • American Journal of Epidemiology, September 2024, Oxford University Press (OUP)

    Elena Stanghellini

  4. Covenant-lite agreement and credit risk: A key relationship in the leveraged loan market

    Article • Research in International Business and Finance, June 2024, Elsevier

    Elena Stanghellini

  5. ON THE RELATIONSHIP BETWEEN FINANCIAL AND SUSTAINABLE VARIABLES: INSIGHTS FROM GRAPHICAL GAUSSIAN MODEL

    Article • Journal of Financial Management Markets and Institutions, February 2024, World Scientific Pub Co Pte Lt

    Elena Stanghellini

  6. A Computational Approach in the Diagnostic Process of COVID-19: The Missing Link between the Laboratory and Emergency Department

    Article • Frontiers in Bioscience-Landmark, February 2023, IMR Press

    Elena Stanghellini

  7. Exact Mediation Analysis for Ordinal Outcome and Binary Mediator

    Article • Epidemiology, October 2022, Wolters Kluwer Health

    Elena Stanghellini

  8. Path Analysis for Binary Random Variables

    Article • Sociological Methods & Research, August 2021, SAGE Publications

    Elena Stanghellini

  9. Exact parametric causal mediation analysis for a binary outcome with a binary mediator

    Article • Statistical Methods & Applications, April 2021, Springer Science + Business Media

    Elena Stanghellini

  10. Research Methodology

    Article • January 2020, AkiNik Publications

    Elena Stanghellini

  11. On marginal and conditional parameters in logistic regression models

    Article • Biometrika, May 2019, Oxford University Press (OUP)

    Elena Stanghellini

  12. Predictors of decline in self-reported health: addressing non-ignorable dropout in longitudinal studies of aging

    Article • European Journal of Ageing, December 2017, Springer Science + Business Media

    Elena Stanghellini

  13. Missing Data: A Unified Taxonomy Guided by Conditional Independence

    Article • International Statistical Review, November 2017, Wiley

    Elena Stanghellini

  14. Population size estimation using a categorical latent variable

    Article • July 2017, Taylor & Francis

    Elena Stanghellini

  15. Identification of Principal Causal Effects Using Additional Outcomes in Concentration Graphs

    Article • Journal of Educational and Behavioral Statistics, May 2016, American Educational Research Association (AERA)

    Elena Stanghellini

  16. Tackling non-ignorable dropout in the presence of time varying confounding

    Article • Journal of the Royal Statistical Society Series C (Applied Statistics), May 2016, Wiley

    Elena Stanghellini

  17. Parameter Identifiability of Discrete Bayesian Networks with Hidden Variables

    Article • Journal of Causal Inference, January 2015, De Gruyter

    Marco Valtorta, Elena Stanghellini, John Rhodes

  18. Identification of causal effects in linear models: beyond instrumental variables

    Article • Test, December 2014, Springer Science + Business Media

    Elena Stanghellini

  19. Uncertainty intervals for regression parameters with non-ignorable missingness in the outcome

    Article • Statistical Papers, July 2014, Springer Science + Business Media

    Elena Stanghellini

  20. Item response models to measure corporate social responsibility

    Article • Applied Financial Economics, June 2014, Taylor & Francis

    Elena Stanghellini

  21. Objectives of the Study

    Article • May 2014, JSTOR

    Elena Stanghellini

  22. Identification of Principal Causal Effects Using Secondary Outcomes

    Article • January 2014, Springer Science + Business Media

    Elena Stanghellini

  23. Identification of discrete concentration graph models with one hidden binary variable

    Article • Bernoulli, November 2013, Bernoulli Society for Mathematical Statistics and Probability

    Elena Stanghellini

  24. Main findings

    Article • May 2013, Nordic Council of Ministers

    Elena Stanghellini

  25. Semicontinuous Regression Models with Skew Distributions

    Article • December 2012, Springer Science + Business Media

    Elena Stanghellini

  26. Comments on: Sequence of regressions and their independences

    Article • Test, March 2012, Springer Science + Business Media

    Elena Stanghellini

  27. On the estimation of a binary response model in a selected population

    Article • Journal of Statistical Planning and Inference, October 2011, Elsevier

    Elena Stanghellini

  28. Non-compliance in surgical patients with herniated lumbar discs

    Article • Statistical Modelling, August 2011, SAGE Publications

    Elena Stanghellini

  29. Modelling bounded health scores with censored skew-normal distributions

    Article • Statistics in Medicine, November 2010, Wiley

    Elena Stanghellini

  30. Incidence of bacterial meningitis (2001–2005) in Lazio, Italy: the results of a integrated surveillance system

    Article • BMC Infectious Diseases, February 2009, Springer Science + Business Media

    Paolo Giorgi Rossi, Elena Stanghellini, Paolo Giorgi Rossi

  31. Variabili casuali categoriali

    Article • January 2009, Springer Science + Business Media

    Elena Stanghellini

  32. L’analisi discriminante

    Article • January 2009, Springer Science + Business Media

    Elena Stanghellini

  33. Il modello logistico

    Article • January 2009, Springer Science + Business Media

    Elena Stanghellini

  34. Il credit scoring

    Article • January 2009, Springer Science + Business Media

    Elena Stanghellini

  35. Altri metodi statistici

    Article • January 2009, Springer Science + Business Media

    Elena Stanghellini

  36. Introduzione ai metodi statistici per il credit scoring

    Article • January 2009, Springer Science + Business Media

    Elena Stanghellini

  37. A note on distortions induced by truncation with applications to linear regression systems

    Article • Statistics & Probability Letters, April 2008, Elsevier

    Elena Stanghellini

  38. Environmental Policies and Strategic Communication in Iran

    Article • February 2008, World Bank

    Elena Stanghellini

  39. Regression modelling of the flows in an input–output table with accounting constraints

    Article • Statistical Papers, April 2007, Springer Science + Business Media

    Elena Stanghellini

  40. On the identification of path analysis models with one hidden variable

    Article • Biometrika, June 2005, Oxford University Press (OUP)

    Elena Stanghellini

  41. Instrumental variables in Gaussian directed acyclic graph models with an unobserved confounder

    Article • Environmetrics, July 2004, Wiley

    Elena Stanghellini

  42. A Multiple-Record Systems Estimation Method that Takes Observed and Unobserved Heterogeneity into Account

    Article • Biometrics, June 2004, Wiley

    Elena Stanghellini

  43. Monitoring the Behaviour of Credit Card Holders with Graphical Chain Models

    Article • Journal of Business Finance &amp Accounting, December 2003, Wiley

    Elena Stanghellini

  44. Graphical models for skew-normal variates

    Article • Scandinavian Journal of Statistics, March 2003, Wiley

    Elena Stanghellini

  45. Bayesian inference for graphical factor analysis models

    Article • Psychometrika, December 2001, Springer Science + Business Media

    Elena Stanghellini

  46. A Discrete Variable Chain Graph for Applicants for Credit

    Article • Journal of the Royal Statistical Society Series C (Applied Statistics), June 1999, Oxford University Press (OUP)

    Elena Stanghellini

  47. Graphical factor analysis models: specification and model comparison

    Article • January 1998, Springer Science + Business Media

    Elena Stanghellini

  48. Miscellanea. Identification of a single-factor model using graphical Gaussian rules

    Article • Biometrika, March 1997, Oxford University Press (OUP)

    Elena Stanghellini

  49. Graphical models of applicants for credit

    Article • IMA Journal of Management Mathematics, February 1997, Oxford University Press (OUP)

    Elena Stanghellini

  50. Environmental Policies and Strategic Communication in Iran: The Value of Public Opinion Research in Decisionmaking

    Article • American Psychological Association (APA)

    Elena Stanghellini