Statistics and beyond: new data for decision making in central banks

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Book Chapters

• Archana Dilip & Zukiswa Mdingi & Olivier Sirello & Bruno Tissot, 2026. "The evolving role of central bank statistics," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Fabrizio Ruggeri, 2026. "Is there a future for traditional stochastic models in business and industry in the AI and ML era?," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Laura Belli & Maria Carolina Campos & Ligia Maria Nunes & Matthias Rumpf, 2026. "Together we go further: designing a common statistical literacy strategy for the ESCB," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Anggraini Widjanarti & Alvin Andhika Zulen & Okiriza Wibisono, 2026. "Empowering public-private data partnership for data on digital economy: case of Bank Indonesia," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Ricardo Arcos & Ana Esteban & Eugenia Koblents & Emma Perez, 2026. "Main outcomes of the INEXDA working group on Statistical Disclosure Control (SDC)," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Ricardo Villarreal Zan, 2026. "BCChAPI: A python interface to the Central Bank of Chile statistical database API," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Debasis Nandi & Prakash Madda, 2026. "Implementing Statistical Data Metadata Exchange (SDMX) in Centralised Information Management System (CIMS) - challenges, solution design and benefits," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Anak Yodpinyanee & Peranut Nimitsurachat & Nontawit Cheewaruangroj & Supachai Saengthong, 2026. "A scalable, explainable machine learning approach for granular-level credit dataset's quality assurance," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Vincent Lee Wai Seng & Shariff Abu Bakar Sarip Abidinsa, 2026. "Machine learning for anomaly detection in money services business outlets using data by geolocation," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Tamara Fajt Mayer & Giovanni Raimondo Quaratino & Juan Francisco Javier Cordero, 2026. "Variational autoencoders for multivariate time series outlier detection," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Silvia Pezzini & Henry Chan & Wenjing Shi, 2026. "How to use Trade Repository data on OTC derivatives for analysis - a practical framework," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Nadia Accoto & Erza Aruqaj & Maria Garcia del Riego & Jorge Diz Dias & Milena Matteo & Fausto Pastoris, 2026. "Improving the quality of balance of payments statistics via granular bilateral analysis - trilaterial comparison: Austria, Italy and Spain," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Jorge Diz Dias & Fausto Pastoris & Carmen Picon-Aguilar, 2026. "Special Purpose Entities (SPEs) in external statistics: the journey to data publication in the euro area and first analytical insights," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Gabriele Di Filippo, 2026. "Direct investment positions held by captive financial institutions in Luxembourg affiliated to investment funds focusing on private equity or real estate," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Joao Falcao Silva & Rubena Sukaj, 2026. "50 years of quality and transparency of the World Bank Debtor Reporting System...counting," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Snezhana Janeska Popovska & Nada Ciriviri & Biljana Petrushevska, 2026. "Building financial accounts by using "From-whom-to-whom (FWTW)" approach and its analytical value - NBRNM case," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• InKyung Choi & Amilina Kipkeeva & Olivier Sirello & Vytas Vaiciulis, 2026. "Generative AI and official statistics: the project of the UNECE high-level group for the modernisation of official statistics," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Nik Ahmad Akram & Eilyn Chong, 2026. "Leveraging custom large language models for economic insights," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Alon Bartal & Michael Gurkov & Ariel Mantzura & Yulia Nudelman & Darin Vaisman & Inbal Yahav Shenberger, 2026. "Bi-dimensional sentiment indicators based on new generative AI capabilities - a pilot study in the housing market in Israel," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Bilyana Bogdanova & Magdalena Erdem & Bianca Ligani & Olivier Sirello, 2026. "Enhancing metadata with generative AI: the case of BIS statistics," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Marc Flandreau & Clemens Jobst, 2026. "The League of Nations and the production of international statistics on central banking," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Ryland Thomas, 2026. "Using archival data at the Bank of England to understand the evolution of central bank balance sheets," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Vincent Bignon & Jonas Plüss, 2026. "Filling the gaps: accounting fo rhte first 223 years of Banque de France balance sheet - a proposal for retrospective balance sheet construction," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Bilyana Bogdanova & Olivier Sirello & Robert Szemere & Archana Dilip & Marc Flandreau, 2026. "Opportunities and challenges in compiling long series: the BIS central bank statistics," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Markus Haavio & Joni Heikkinen & Pirkka Jalasjoki & Juha Kilponen & Maritta Paloviita & Ilona Vänni, 2026. "Reading between the lines - uncovering asymmetry in the central bank loss function," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Mary Grace Del Rosario, 2026. "Development of a Labor Market Intelligence System (LMIS) using big data: the Philippine case," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Joel Kagola & Brian Mbazuvara & Metilda Ntomwa & Isabel Nghinamupika & Sanette Schulze Struchtrup, 2026. "Unlocking insights: harnessing card data to measure Namibia's cross-border digital purchases," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Andrea Carboni & Claudio Doria & Valeria Valletta, 2026. "Mobile phone data and the "travel" item in the Balance of Payments: the Bank of Italy's experience," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Lisette Josefina Santana Jimenez, 2026. "Tracking consumer sentiment in real time in the Dominican Republic: an approach based on granular data, text mining techniques and a topology of neural networks," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Annemarie Berkhout & Martijn Boermans & Justin Dijk & Wim Goossens & Trond Husby, 2026. "Expanding carbon indicator scope by looking through investment funds - an overview of statistical methodologies," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Mohamed Amine Chadib & Mohamed Elkhaoua, 2026. "Granular data for the needs of central banks: the case of Central Bank of Morocco," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Kohei Maehashi & Daisuke Miyakawa & Kana Sasamoto, 2026. "Pricing implications of centrality in an OTC derivative market: an empirical analysis using transation-level CDS data," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Ana Reis & Diana Martins, 2026. "A closer look at new housing loans in Portugal: unlocking the power of credit microdata," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Alan Bentley & Matt Haigh, 2026. "Evolving NZ's expectations surveys for emerging data needs," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Goncalo Amado, 2026. "New data: digging into the net-inflow analysis with the rest of the world," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Yoshiko Sato, 2026. "Issues in measuring digital assets based on the 2025 SNA - focusing on the discussions regarding crypto assets," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Ramon Ruiz Garcia, 2026. "Assessing Fintech credit activity in Spain: an approach through the Fintech observatory," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Edwige Burdeau & Andrej Ceglar & Zlatina Hofmeister & Michele Loberto & Sabina Marchetti & Andrea Toreti, 2026. "The network of experts on machine learning and the climate change challenge," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Hendrik Christian Doll & Emily Kormanyos & Susanne Walter & Gabriela Alves Werb, 2026. "The climate data iceberg - a depth of information to integrate," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Borja Fernandez-Rosillo San Isidro, 2026. "Addressing sustainability data gaps for SMEs: challenges, alternative solutions and data-sharing," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Anahit Matinyan & Ardash Kilejian, 2026. "The role of information in shaping inflation expectations and perceptions: a survey experiment," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Gonzalo Bueno, 2026. "Inflation and price dynamics analysis using high-frequency data from supermarkets: evidence from Peru," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Renardi Ardiya Bimantoro & Charvin Lim & Mohammad Khoyrul Hidayat, 2026. "High-frequency indicators for financial stability: a methodology utilising big data in payment system data," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.
• Walid Bakrim, 2026. "Monitoring of non-financial companies at the Central Bank of Morocco," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistics and beyond: new data for decision making in central banks, volume 66, Bank for International Settlements.

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