Data
Good data management key to extracting value from big data – panellists
Big data proves most useful when backed by a well-designed production chain – but it comes at a cost, central bank data experts say
IMF paper calls for global co-operation on big data
Discussion note urges statistical authorities to “step up” their involvement in big data projects and develop frameworks for knowledge sharing
BoE authors outline machine learning framework
Paper offers guide to machine learning in central bank analysis, and sets out a few examples relevant to policy
Paper challenges Rey’s ideas on global financial cycle
Cerutti, Claessens and Rose contest idea that capital flows are mainly the result of common shocks or developments in the US
BIS payment stats to embrace non-banks and faster payments
New methodology acknowledges role fintech has played in reshaping payments landscape; contactless payment data to be included
Recent low US inflation figures likely to be revised – Dallas Fed vice-president
Data allows “nowcasting” of inflation, paper argues
New NY Fed dataset shows weakening labour market
New York Fed unveils new, more granular labour market data; results so far indicate wage growth is still elusive
Oil prices feed through to core inflation – Fed paper
Research finds changes in the oil price have a small but statistically significant impact on core inflation
Wage growth may be stronger than headline figures suggest
San Francisco Fed researchers point to evidence that headline figures may overstate wage weakness; UK figures provide a positive surprise
Banks need to tailor data strategies to clients, paper says
Dutch customers are open to sharing their payments data to enhance security, but do not want banks to sell it on, research finds
US taxes low by global standards, say Chicago Fed economists
Overall burden of taxes is low by OECD standards, and taxes on capital income are notably lower than in Germany, economists say
Singapore’s inflation sees sudden drop in June
Sharp fall in inflation was due to the falling prices of housing maintenance and repairs, triggered by the timing of government rebates
Non-banks drive rebound in cross-border banking – BIS
First-quarter statistics show non-banks helped drive a turnaround of cross-border banking flows, which had been in retreat
Big data sheds light on income risk – Minneapolis Fed research
Better sources of data have allowed economists to gain new insights into how income risk changes over the cycle, says researcher
Bank of Canada broadening intelligence gathering with new survey
Systemic risk survey will be launched next year, says deputy governor, emphasising market intelligence can never provide a “perfectly complete picture”
Pakistan growth hits decade high – SBP report
Central bank says high growth, low inflation and solid investment are nevertheless overshadowed by falling exports, which have impacted reserves
Norges Bank study: regional network is supplying useful information
Central bank’s network of contacts is able to deliver better information on growth than other sources, report finds
BIS paper: forces driving global liquidity are shifting
Paper examines factors behind changing patterns of global liquidity, finding improved prudential standards have cut volatility
Riksbank unveils results of web-scraping project
The big data technique for collecting prices could better capture volatile inflation components, allowing for more accurate forecasts, economists say
MAS seeking to build data science community, says chief data officer
David Hardoon urges people to embrace data science and computing; authority is looking to build links with academia and financial sector to share ideas
US household debt surpasses pre-crisis peak
Household debt exceeds 2008 level for first time, driven in part by auto loans and student debt
Forecasting would improve with more regular data, says RBNZ’s McDermott
New Zealand is one of two advanced economies that uses quarterly data instead of monthly; current schedule has limited forecast improvements, RBNZ assistant governor says
Gaps in real estate data could threaten financial stability – Buch
Bundesbank vice-president highlights importance of monitoring credit conditions in tandem with house prices; G20 looks to data collected and distributed to fill gaps
Construction underway on Philadelphia Fed data centre
Federal Reserve Bank of Philadelphia publishes annual report; data centre approved in June 2016 will offer access to range of granular datasets