Stefano Maria Iacus
Names
| first: |
Stefano |
| middle: |
Maria |
| last: |
Iacus |
Identifer
Contact
| email: |
siacus at domain iq.harvard.edu
|
| homepage: |
https://www.iq.harvard.edu/people/stefano-iacus |
|
| phone: |
+1 (617) 496 1274 |
| postal address: |
Harvard University
Institute for Quantitative Social Science
1737 Cambridge Street, 02138 Cambridge (MA), USA |
Affiliations
-
European Commission
/ Joint Research Centre (weight: 50%)
-
Università degli Studi di Milano
/ Dipartimento di Economia, Management e Metodi Quantitativi (DEMM) (weight: 50%)
Research profile
author of:
- Estimating the Causal Effect of Green Payments in Agriculture: The Coarsened Exact Matching (RePEc:ags:iaae18:277381)
by Bertoni, D. & Curzi, D. & Iacus, S. & Olper, A. - Expo Milano 2015: Legacies in Tweets (RePEc:ags:iefi16:244534)
by Ventura, Vera & Iacus, Stefano & Ceron, Andrea & Curini, Luigi & Frisio, Dario - Change point estimation for the telegraph process observed at discrete times (RePEc:arx:papers:0705.0503)
by Alessandro De Gregorio & Stefano M. Iacus - Clustering of discretely observed diffusion processes (RePEc:arx:papers:0809.3902)
by Alessandro De Gregorio & Stefano Maria Iacus - Estimating and Projecting Air Passenger Traffic during the COVID-19 Coronavirus Outbreak and its Socio-Economic Impact (RePEc:arx:papers:2004.08460)
by Stefano Maria Iacus & Fabrizio Natale & Carlos Satamaria & Spyridon Spyratos & Michele Vespe - On a Japanese Subjective Well-Being Indicator Based on Twitter data (RePEc:arx:papers:2012.14372)
by Tiziana Carpi & Airo Hino & Stefano Maria Iacus & Giuseppe Porro - Twitter Subjective Well-Being Indicator During COVID-19 Pandemic: A Cross-Country Comparative Study (RePEc:arx:papers:2101.07695)
by Tiziana Carpi & Airo Hino & Stefano Maria Iacus & Giuseppe Porro - Territorial differences in the spread of COVID-19 in European regions and US counties (RePEc:arx:papers:2103.08321)
by Fabrizio Natale & Stefano Maria Iacus & Alessandra Conte & Spyridon Spyratos & Francesco Sermi - Mobility Functional Areas and COVID-19 Spread (RePEc:arx:papers:2103.16894)
by Stefano Maria Iacus & Carlos Santamaria & Francesco Sermi & Spyridon Spyratos & Dario Tarchi & Michele Vespe - Mobility and Economic Impact of COVID-19 Restrictions in Italy using Mobile Network Operator Data (RePEc:arx:papers:2106.00460)
by Michele Vespe & Umberto Minora & Stefano Maria Iacus & Spyridon Spyratos & Francesco Sermi & Matteo Fontana & Biagio Ciuffo & Panayotis Christidis - Monitoring COVID-19-induced gender differences in teleworking rates using Mobile Network Data (RePEc:arx:papers:2111.09442)
by Sara Grubanov-Boskovic & Spyridon Spyratos & Stefano Maria Iacus & Umberto Minora & Francesco Sermi - IFSM representation of Brownian motion with applications to simulation (RePEc:bep:unimip:unimi-1016)
by Stefano Iacus & Davide La Torre - Random recursive partitioning: a matching method for the estimation of the average treatment effect (RePEc:bep:unimip:unimi-1018)
by Stefano Iacus & Giuseppe Porro - Missing data imputation, classification, prediction and average treatment effect estimation via Random Recursive Partitioning (RePEc:bep:unimip:unimi-1022)
by Stefano Iacus & Giuseppe Porro - Parametric estimation for the standard and the geometric telegraph process observed at discrete times (RePEc:bep:unimip:unimi-1033)
by Stefano Iacus & Alessandro De Gregorio - Parametric estimation for partially hidden diffusion processes sampled at discrete times (RePEc:bep:unimip:unimi-1042)
by Stefano Iacus & Masayuki Uchida & Nakahiro Yoshida - Estimation for the discretely observed telegraph process (RePEc:bep:unimip:unimi-1045)
by Stefano Iacus & Nakahiro Yoshida - Change point estimation for the telegraph process observed at discrete times (RePEc:bep:unimip:unimi-1053)
by Alessandro De Gregorio & Stefano Iacus - School grades and students' achievement: how to identify grading standards and measure their effects (RePEc:bep:unimip:unimi-1061)
by Stefano Iacus & Giuseppe Porro - Least squares volatility change point estimation for partially observed diffusion processes (RePEc:bep:unimip:unimi-1063)
by Alessandro De Gregorio & Stefano Iacus - Rényi information for ergodic diffusion processes (RePEc:bep:unimip:unimi-1064)
by Alessandro De Gregorio & Stefano Iacus - Matching for Causal Inference Without Balance Checking (RePEc:bep:unimip:unimi-1073)
by Stefano Iacus & Gary King & Giuseppe Porro - Divergences Test Statistics for Discretely Observed Diffusion Processes (RePEc:bep:unimip:unimi-1076)
by Alessandro De Gregorio & Stefano Iacus - Clustering of discretely observed diffusion processes (RePEc:bep:unimip:unimi-1077)
by Alessandro De Gregorio & Stefano Iacus - Pseudo phi-divergence test statistics and multidimensional Ito processes (RePEc:bep:unimip:unimi-1083)
by Alessandro De Gregorio & Stefano Iacus - Estimation for the change point of the volatility in a stochastic differential equation (RePEc:bep:unimip:unimi-1084)
by Stefano Iacus & Nakahiro Yoshida - Multivariate Matching Methods That are Monotonic Imbalance Bounding (RePEc:bep:unimip:unimi-1089)
by Stefano Iacus & Gary King & Giuseppe Porro - Adaptive LASSO-type estimation for ergodic diffusion processes (RePEc:bep:unimip:unimi-1100)
by Alessandro De Gregorio & Stefano Iacus - On Lasso-type estimation for dynamical systems with small noise (RePEc:bep:unimip:unimi-1101)
by Stefano Iacus - On a family of test statistics for discretely observed diffusion processes (RePEc:bep:unimip:unimi-1114)
by Alessandro De Gregorio & Stefano Iacus - Multivariate Matching Methods That Are Monotonic Imbalance Bounding (RePEc:bes:jnlasa:v:106:i:493:y:2011:p:345-361)
by Iacus, Stefano M. & King, Gary & Porro, Giuseppe - Numerical Analysis of Volatility Change Point Estimators for Discretely Sampled Stochastic Differential Equations (RePEc:bla:ecnote:v:39:y:2010:i:1-2:p:107-127)
by Stefano M. Iacus & Nakahiro Yoshida - Discrete‐Time Approximation of a Cogarch(p,q) Model and its Estimation (RePEc:bla:jtsera:v:39:y:2018:i:5:p:787-809)
by Stefano M. Iacus & Lorenzo Mercuri & Edit Rroji - Temporary Agency Workers in Italy: Alternative Techniques of Classification (RePEc:bla:labour:v:18:y:2004:i:4:p:699-725)
by Giuseppe Porro & Andrea Vezzulli & Stefano Maria Iacus - EU regional unemployment as a transnational matter: An analysis via the Gompertz diffusion processs (RePEc:bla:presci:v:94:y:2015:i:4:p:703-726)
by Stefano M. Iacus & Giuseppe Porro - CEM: Stata module to perform Coarsened Exact Matching (RePEc:boc:bocode:s457127)
by Matthew Blackwell & Stefano Iacus & Gary King & Giuseppe Porro - CEM: Coarsened Exact Matching in Stata (RePEc:boc:bost10:8)
by Matthew Blackwell & Stefano Iacus & Gary King & Giuseppe Porro - Efficient Estimation of Dynamical Systems (RePEc:bpj:sndecm:v:4:y:2001:i:4:n:3)
by Iacus Stefano Maria - Adaptive Lasso-Type Estimation For Multivariate Diffusion Processes (RePEc:cup:etheor:v:28:y:2012:i:04:p:838-860_00)
by De Gregorio, Alessandro & Iacus, Stefano M. - Causal Inference without Balance Checking: Coarsened Exact Matching (RePEc:cup:polals:v:20:y:2012:i:01:p:1-24_01)
by Iacus, Stefano M. & King, Gary & Porro, Giuseppe - A Theory of Statistical Inference for Matching Methods in Causal Research (RePEc:cup:polals:v:27:y:2019:i:01:p:46-68_00)
by Iacus, Stefano M. & King, Gary & Porro, Giuseppe - Missing data imputation, matching and other applications of random recursive partitioning (RePEc:eee:csdana:v:52:y:2007:i:2:p:773-789)
by Iacus, Stefano M. & Porro, Giuseppe - Clustering of discretely observed diffusion processes (RePEc:eee:csdana:v:54:y:2010:i:2:p:598-606)
by De Gregorio, Alessandro & Maria Iacus, Stefano - On a family of test statistics for discretely observed diffusion processes (RePEc:eee:jmvana:v:122:y:2013:i:c:p:292-316)
by De Gregorio, A. & Iacus, S.M. - Parametric estimation for partially hidden diffusion processes sampled at discrete times (RePEc:eee:spapps:v:119:y:2009:i:5:p:1580-1600)
by Iacus, Stefano Maria & Uchida, Masayuki & Yoshida, Nakahiro - Estimation for the change point of volatility in a stochastic differential equation (RePEc:eee:spapps:v:122:y:2012:i:3:p:1068-1092)
by Iacus, Stefano M. & Yoshida, Nakahiro - Statistical analysis of the inhomogeneous telegrapher's process (RePEc:eee:stapro:v:55:y:2001:i:1:p:83-88)
by Iacus, Stefano Maria - Mobility in Blue-Green Spaces Does Not Predict COVID-19 Transmission: A Global Analysis (RePEc:gam:jijerp:v:18:y:2021:i:23:p:12567-:d:690553)
by Zander S. Venter & Adam Sadilek & Charlotte Stanton & David N. Barton & Kristin Aunan & Sourangsu Chowdhury & Aaron Schneider & Stefano Maria Iacus - Random Recursive Partitioning: a matching method for the estimation of the average treatment effect (RePEc:jae:japmet:v:24:y:2009:i:1:p:163-185)
by Giuseppe Porro & Stefano Maria Iacus - Invariant and Metric Free Proximities for Data Matching: An R Package (RePEc:jss:jstsof:v:025:i11)
by Iacus, Stefano & Porro, Giuseppe - cem: Software for Coarsened Exact Matching (RePEc:jss:jstsof:v:030:i09)
by Iacus, Stefano & King, Gary & Porro, Giuseppe - The YUIMA Project: A Computational Framework for Simulation and Inference of Stochastic Differential Equations (RePEc:jss:jstsof:v:057:i04)
by Brouste, Alexandre & Fukasawa, Masaaki & Hino, Hideitsu & Iacus, Stefano & Kamatani, Kengo & Koike, Yuta & Masuda, Hiroki & Nomura, Ryosuke & Ogihara, Teppei & Shimuzu, Yasutaka & Uchida, Masayuki & Y - Automated Data Collection with R - A Practical Guide to Web Scraping and Text Mining (RePEc:jss:jstsof:v:068:b03)
by Iacus, Stefano M. - Big Data and Social Science - A Practical Guide to Methods and Tools (RePEc:jss:jstsof:v:078:b02)
by Iacus, Stefano M. - COGARCH(p, q): Simulation and Inference with the yuima Package (RePEc:jss:jstsof:v:080:i04)
by Iacus, Stefano M. & Mercuri, Lorenzo & Rroji, Edit - Mobility functional areas and COVID-19 spread (RePEc:kap:transp:v:49:y:2022:i:6:d:10.1007_s11116-021-10234-z)
by Stefano Maria Iacus & Carlos Santamaria & Francesco Sermi & Spyridon Spyratos & Dario Tarchi & Michele Vespe - Taxpaying response of small firms to an increased probability of audit: some evidence from Italy (RePEc:mib:wpaper:251)
by Carlo Fiorio & Stefano Iacus & Alessandro Santoro - Efficient Estimation of Dynamical systems (RePEc:mil:wpdepa:1999-003)
by Stefano Iacus - Efficient Estimation of Dynamical systems (RePEc:mil:wpdepa:1999-03)
by Stefano Iacus - Semiparametric hypotheses testing for dynamical system with small noise (RePEc:mil:wpdepa:2000-002)
by Stefano Iacus & Yu. A. Kutoyants - Semiparametric hypotheses testing for dynamical system with small noise (RePEc:mil:wpdepa:2000-02)
by Stefano Iacus & Yu. A. Kutoyants - Statistical analysis of the inhomogeneous telegrapher's process (RePEc:mil:wpdepa:2001-002)
by Stefano Iacus - Statistic analysis of stochastic resonance with ergodic diffusion noise (RePEc:mil:wpdepa:2001-006)
by Stefano Iacus - Statistical analysis of the inhomogeneous telegrapher's process (RePEc:mil:wpdepa:2001-02)
by Stefano Iacus - Statistic analysis of stochastic resonance with ergodic diffusion noise (RePEc:mil:wpdepa:2001-06)
by Stefano Iacus - Approximating distribution functions by iterated function systems (RePEc:mil:wpdepa:2002-003)
by Stefano Maria Iacus & Davide La Torre - On fractal distribution function estimation and applications (RePEc:mil:wpdepa:2002-007)
by Stefano Maria Iacus & Davide La Torre - Nonparametric estimation of distribution and density functions in presence of missing data: an IFS approach (RePEc:mil:wpdepa:2002-025)
by Stefano Iacus & Davide La Torre - Il lavoro interinale in Italia: uno sguardo all'offerta (RePEc:mil:wpdepa:2002-026)
by Stefano Maria Iacus & Giuseppe Porro - Approximating distribution functions by iterated function systems (RePEc:mil:wpdepa:2002-03)
by Stefano Maria Iacus & Davide La Torre - On fractal distribution function estimation and applications (RePEc:mil:wpdepa:2002-07)
by Stefano Maria Iacus & Davide La Torre - Nonparametric estimation of distribution and density functions in presence of missing data: an IFS approach (RePEc:mil:wpdepa:2002-25)
by Stefano Iacus & Davide La Torre - Il lavoro interinale in Italia: uno sguardo all'offerta (RePEc:mil:wpdepa:2002-26)
by Stefano Maria Iacus & Giuseppe Porro - Formazione e percorsi lavorativi dei laureati dell'Università degli Studi di Milano (IIa edizione: laureati 1999) (RePEc:mil:wpdepa:2004-004)
by Daniele CHECCHI & Stefano Maria IACUS & Giuseppe PORRO - Average treatment effect estimation via random recursive partitioning (RePEc:mil:wpdepa:2004-028)
by Giuseppe PORRO & Stefano Maria IACUS - Formazione e percorsi lavorativi dei laureati dell'Università degli Studi di Milano (IIa edizione: laureati 1999) (RePEc:mil:wpdepa:2004-04)
by Daniele CHECCHI & Stefano Maria IACUS & Giuseppe PORRO - Average treatment effect estimation via random recursive partitioning (RePEc:mil:wpdepa:2004-28)
by Giuseppe PORRO & Stefano Maria IACUS - Analisi di secondo livello del questionario E-Learning CTU (RePEc:mil:wpdepa:2008-022)
by Stefano Maria IACUS & Ilia NEGRI - Analisi di secondo livello del questionario E-Learning CTU (RePEc:mil:wpdepa:2008-22)
by Stefano Maria IACUS & Ilia NEGRI - Pseudo phi-divergence test statistics and multidimensional Ito processes (RePEc:mil:wpdepa:2009-048)
by Alessandro DE GREGORIO & Stefano Maria IACUS - Estimation for the change point of the volatility in a stochastic differential equation (RePEc:mil:wpdepa:2009-049)
by Stefano Maria IACUS & Nakahiro YOSHIDA - Multivariate matching methods that are monotonic imbalance bounding (RePEc:mil:wpdepa:2009-051)
by Stefano Maria IACUS & Gary KING & Giuseppe PORRO - Pseudo phi-divergence test statistics and multidimensional Ito processes (RePEc:mil:wpdepa:2009-48)
by Alessandro DE GREGORIO & Stefano Maria IACUS - Estimation for the change point of the volatility in a stochastic differential equation (RePEc:mil:wpdepa:2009-49)
by Stefano Maria IACUS & Nakahiro YOSHIDA - Multivariate matching methods that are monotonic imbalance bounding (RePEc:mil:wpdepa:2009-51)
by Stefano Maria IACUS & Gary KING & Giuseppe PORRO - On Lasso-type estimation for dynamical systems with small noise (RePEc:mil:wpdepa:2010-012)
by Stefano Maria IACUS - Adaptive LASSO-type estimation for ergodic diffusion processes (RePEc:mil:wpdepa:2010-013)
by Stefano Maria IACUS & Alessandro DE GREGORIO - On Lasso-type estimation for dynamical systems with small noise (RePEc:mil:wpdepa:2010-12)
by Stefano Maria IACUS - Adaptive LASSO-type estimation for ergodic diffusion processes (RePEc:mil:wpdepa:2010-13)
by Stefano Maria IACUS & Alessandro DE GREGORIO - On a family of test statistics for discretely observed diffusion processes (RePEc:mil:wpdepa:2011-037)
by Alessandro DE GREGORIO & Stefano Maria IACUS - On a family of test statistics for discretely observed diffusion processes (RePEc:mil:wpdepa:2011-37)
by Alessandro DE GREGORIO & Stefano Maria IACUS - Parameter estimation for the discretely observed fractional Ornstein-Uhlenbeck process and the Yuima R package (RePEc:mil:wpdepa:2011-42)
by Alexandre BROUSTE & Stefano Maria IACUS - The evolution of regional unemployment in the EU. An analysis via the Gompertz diffusion process (RePEc:mil:wpdepa:2012-017)
by Stefano Maria IACUS & Giuseppe PORRO - Every tweet counts? How sentiment analysis of social networks can improve our knowledge of citizens? policy preferences. An application to Italy and France (RePEc:mil:wpdepa:2012-019)
by Stefano Maria IACUS & Giuseppe PORRO & Luigi CURINI & Andrea CERON - The evolution of regional unemployment in the EU. An analysis via the Gompertz diffusion process (RePEc:mil:wpdepa:2012-17)
by Stefano Maria IACUS & Giuseppe PORRO - Every tweet counts? How sentiment analysis of social networks can improve our knowledge of citizens’ policy preferences. An application to Italy and France (RePEc:mil:wpdepa:2012-19)
by Stefano Maria IACUS & Giuseppe PORRO & Luigi CURINI & Andrea CERON - Does European Monetary Union make inflation dynamics more uniform? (RePEc:mil:wpdepa:2013-12)
by Stefano IACUS & Giuseppe PORRO - Measuring Psychospread: idiosyncratic happiness of Italian citizens through the analysis of their tweets (RePEc:mil:wpdepa:2013-18)
by Luigi CURINI & Stefano IACUS & Luciano CANOVA - Social Networks, Happiness and Health: From Sentiment Analysis to a Multidimensional Indicator of Subjective Well-Being (RePEc:mil:wpdepa:2015-20)
by Stefano Maria IACUS & Giuseppe PORRO & Silvia SALINI & Elena SILETTI - A Japanese Subjective Well-Being Indicator Based on Twitter Data
[‘Collective Smile: Measuring Societal Happiness from Geolocated Images’] (RePEc:oup:sscijp:v:25:y:2022:i:2:p:273-296.)
by Tiziana CARPI & Airo HINO & Stefano Maria IACUS & Giuseppe PORRO - Il lavoro interinale in Italia. Analisi di un caso per riflettere sulle caratteristiche dell'offerta e sul comportamento degli operatori (RePEc:rpo:ripoec:v:95:y:2005:i:2:p:123-154)
by Stefano M. Iacus & Giuseppe Porro - ISIS at Its Apogee: The Arabic Discourse on Twitter and What We Can Learn From That About ISIS Support and Foreign Fighters (RePEc:sae:sagope:v:9:y:2019:i:1:p:2158244018789229)
by Andrea Ceron & Luigi Curini & Stefano M. Iacus - Parameter estimation for the discretely observed fractional Ornstein–Uhlenbeck process and the Yuima R package (RePEc:spr:compst:v:28:y:2013:i:4:p:1529-1547)
by Alexandre Brouste & Stefano Iacus - Implementation of Lévy CARMA model in Yuima package (RePEc:spr:compst:v:30:y:2015:i:4:p:1111-1141)
by Stefano Iacus & Lorenzo Mercuri - International mobility between the UK and Europe around Brexit: a data-driven study (RePEc:spr:jcsosc:v:7:y:2024:i:2:d:10.1007_s42001-024-00277-4)
by Alina Sîrbu & Diletta Goglia & Jisu Kim & Paul Maximilian Magos & Laura Pollacci & Spyridon Spyratos & Giulio Rossetti & Stefano Maria Iacus - Parametric estimation for the standard and geometric telegraph process observed at discrete times (RePEc:spr:sistpr:v:11:y:2008:i:3:p:249-263)
by Alessandro Gregorio & Stefano Iacus - Empirical $$L^2$$ L 2 -distance test statistics for ergodic diffusions (RePEc:spr:sistpr:v:22:y:2019:i:2:d:10.1007_s11203-018-9176-x)
by A. Gregorio & S. M. Iacus - Semiparametric Estimation of the State of a Dynamical System with Small Noise (RePEc:spr:sistpr:v:3:y:2000:i:3:p:277-288)
by Stefano Iacus - Measuring Idiosyncratic Happiness Through the Analysis of Twitter: An Application to the Italian Case (RePEc:spr:soinre:v:121:y:2015:i:2:p:525-542)
by Luigi Curini & Stefano Iacus & Luciano Canova - An Italian Composite Subjective Well-Being Index: The Voice of Twitter Users from 2012 to 2017 (RePEc:spr:soinre:v:161:y:2022:i:2:d:10.1007_s11205-020-02319-6)
by S. M. Iacus & G. Porro & S. Salini & E. Siletti - Estimating unobservable signal by Markovian noise induction (RePEc:spr:stmapp:v:12:y:2003:i:2:d:10.1007_s10260-003-0059-x)
by Stefano M. Iacus & Ilia Negri - Semiparametric estimation of a functional of the drift coefficient of a dynamical system with small noise (RePEc:spr:stmapp:v:6:y:1997:i:2:p:161-176)
by Stefano Iacus - Does European Monetary Union make inflation dynamics more uniform? (RePEc:taf:apeclt:v:21:y:2014:i:6:p:391-396)
by Stefano Maria Iacus & Giuseppe Porro - Teachers' evaluations and students' achievement: a 'deviation from the reference' analysis (RePEc:taf:edecon:v:19:y:2011:i:2:p:139-159)
by Stefano Iacus & Giuseppe Porro - Forecasting change in conflict fatalities with dynamic elastic net (RePEc:taf:ginixx:v:48:y:2022:i:4:p:649-677)
by Fulvio Attinà & Marcello Carammia & Stefano M. Iacus - cem: Coarsened exact matching in Stata (RePEc:tsj:stataj:v:9:y:2009:i:4:p:524-546)
by Matthew Blackwell & Stefano Iacus & Gary King & Giuseppe Porro - Controlling for Selection Bias in Social Media Indicators through Official Statistics: a Proposal (RePEc:vrs:offsta:v:36:y:2020:i:2:p:315-338:n:6)
by Iacus Stefano M. & Porro Giuseppe & Salini Silvia & Siletti Elena - Controlling for Selection Bias in Social Media Indicators through Official Statistics: a Proposal (RePEc:vrs:offsta:v:36:y:2020:i:2:p:315-338:n:9)
by Iacus Stefano M. & Salini Silvia & Siletti Elena & Porro Giuseppe