Monday, November 1, 2021
From a new CESifo working paper by Kajal Lahiri & Cheng Yang
“We forecast New York state tax revenues with a mixed-frequency model using a number of machine learning techniques. We found boosting with two dynamic factors extracted from a select list of New York and U.S. leading indicators did best in terms of correctly updating revenues for the fiscal year in direct multi-step out-of-sample forecasts. These forecasts were found to be informationally efficient over 18 monthly horizons. In addition to boosting with factors, we also studied the advisability of restricting boosting to select the most recent macro variables to capture abrupt structural changes. Since the COVID-19 pandemic upended all government budgets, our boosted forecasts were used to monitor revenues in real time for the fiscal year 2021. Our estimates showed a drastic year-over-year decline in real revenues by over 16% in May 2020, followed by several upward nowcast revisions that led to a recovery to -1% in March 2021, which was close to the actual annual value of -1.6%.”
From a new CESifo working paper by Kajal Lahiri & Cheng Yang
“We forecast New York state tax revenues with a mixed-frequency model using a number of machine learning techniques. We found boosting with two dynamic factors extracted from a select list of New York and U.S. leading indicators did best in terms of correctly updating revenues for the fiscal year in direct multi-step out-of-sample forecasts. These forecasts were found to be informationally efficient over 18 monthly horizons.
Posted by at 12:10 PM
Labels: Forecasting Forum
From VoxEU.ORG
Expectations data indicate the US is entering recession about now
By Alex Bryson, David Blanchflower 21 October 2021
“With the mass rollout of COVID-19 vaccinations and the attendant decline in COVID-related deaths in most advanced economies, and with many economic indices turning positive, it looks like most economies are on the road to recovery although the data paint a confusing picture.
For example, in the spring of 2020, wage growth jumped sharply at the same time unemployment was rising. This was in both the US and the UK. Since then, unemployment has been falling while wage growth remains high. This implies the wage curve slopes up, which seems unlikely. But other metrics are telling a different story, most notably those capturing consumer and business sentiment.
Two series – from The Conference Board on business conditions, employment and income six months hence, and from the University of Michigan on the financial situation in a year and business conditions a year and five years hence – tell the same story: sentiment peaked in spring or early summer. And it has been falling precipitously since (Blanchflower and Bryson 2021a). This is true for the US as a whole and for the eight largest states for which The Conference Board collect data.”
Continue reading here.
From VoxEU.ORG
Expectations data indicate the US is entering recession about now
By Alex Bryson, David Blanchflower 21 October 2021
“With the mass rollout of COVID-19 vaccinations and the attendant decline in COVID-related deaths in most advanced economies, and with many economic indices turning positive, it looks like most economies are on the road to recovery although the data paint a confusing picture.
For example, in the spring of 2020,
Posted by at 12:07 PM
Labels: Forecasting Forum
Friday, October 29, 2021
On cross-country:
On the US:
On China
On other countries:
On cross-country:
On the US:
Posted by at 5:00 AM
Labels: Global Housing Watch
Monday, October 25, 2021
From VoxEU post by Gérard Roland:
“The great Hungarian economist János Kornai, who passed away in October 2021, was a pioneering analyst of shortages, socialist economies and the economics of transition to a market economy. This column outlines what made him one of the most important intellectuals of the twentieth century.
The famous Hungarian economist János Kornai has left us. He was one of the most important intellectuals of the twentieth century. He suffered personally from both Nazism and communism, the two totalitarian regimes of the twentieth century. As a young Jew growing up in Budapest, he lost his father and a brother to the Nazis. Like many young Jews in Central Europe who survived the holocaust, he was for a couple of years an enthusiastic supporter of communism, the arch-enemy of Nazism. He became disillusioned after a few years, especially when learning about the Stalinist purges in Hungary in the early 1950s. He had been a journalist at that time.
His doctoral dissertation in economics, Overcentralization in Economic Administration, was full of facts about the flaws of central planning and represented a great breath of fresh air in the intellectual atmosphere of the times. He defended that dissertation just before the Soviet repression of the Hungarian revolution of 1956. His defence was attended by a big crowd and was one of the important intellectual events of that year. Given the visibility of his doctoral thesis, when the repression came, he lost his job at the Institute of Economics (later a hotbed of thinking about reforms), was interrogated, and eventually got marginal jobs, first at the Light Industry Planning Bureau and later at the Textile Industry Research Institute.
Instead of becoming discouraged or cynical, he used the free time he had in these obscure jobs to study economics seriously and to get better acquainted with economic research that was being practiced in the West, on the other side of the Iron Curtain. His work on two-level planning with Tamás Lipták was published in Econometrica and became an important paper in the literature on the economics of planning. This earned him the recognition of top economists of the time: Kenneth Arrow, Leonid Hurwicz, Tjalling Koopmans, Edmond Malinvaud and others. The Hungarian authorities, who were more liberal than other communist regimes, even allowed him to travel to conferences in the West, albeit under heavy supervision of the secret police.
Instead of ‘just’ becoming Central and Eastern Europe’s top economist (together with the more senior Leonid Kantorovich, the inventor of linear programming, who received the Nobel prize in 1975), he wrote in 1971 a book with the provocative title Anti-Equilibrium that represented a thorough criticism of the relevance of general equilibrium theory, the crown jewel of economic theory. That book also proposed to add considerations related to the informational sphere of the economy, developing themes such as informational asymmetry, bargaining, conventions, routines, aspirations – topics that would be developed later by other economists.”
Continue reading here.
From VoxEU post by Gérard Roland:
“The great Hungarian economist János Kornai, who passed away in October 2021, was a pioneering analyst of shortages, socialist economies and the economics of transition to a market economy. This column outlines what made him one of the most important intellectuals of the twentieth century.
The famous Hungarian economist János Kornai has left us. He was one of the most important intellectuals of the twentieth century.
Posted by at 7:38 AM
Labels: Profiles of Economists
Friday, October 22, 2021
On cross-country:
On the US:
On China
On other countries:

On cross-country:
On the US:
Posted by at 5:00 AM
Labels: Global Housing Watch
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