The use of large datasets for macroeconomic forecasting has received a great deal of interest recently. Boosting is one possible method of using high-dimensional data for this purpose. It is a stage-wise additive modelling procedure, which, in a linear specification, becomes a variable selection...

Reliable and timely information about current economic conditions is crucial for policy makers and expectations formation. This paper demonstrates the efficacy of the Survey of Professional Forecasters (SPF) and the Purchasing Manager Indices (PMI) in anticipating US real economic activity. We...

The use of large datasets for macroeconomic forecasting has received a great deal of interest recently. Boosting is one possible method of using high-dimensional data for this purpose. It is a stage-wise additive modelling procedure, which, in a linear specification, becomes a variable selection...

This paper attempts to examine, compare and forecast the per capita GDP of India, the USA, China, and Japan for a period of ten years from 2020 to 2029. It studies the concept of economic convergence which states that the developing economies’ per capita income levels tend to move at a faster...

American fiscal policy has been procyclical: Washington wasted the expansion period 2001-2007 by running budget deficits, but by 2011 had come to feel constrained by inherited debt to withdraw fiscal stimulus. Chile has achieved countercyclical fiscal policy – saving in booms and easing in...

We develop a debt-to-GDP forecasting framework incorporating the classical debt accounting relationship relating the debt-to-GDP ratio to its previous period value, the growth rate of the economy, the government cost of debt service, and the primary balance. We present a linearization of the...

This paper uses a sequence of government budget constraints to motivate estimates of returns on the U.S. Federal government debt. Our estimates differ conceptually and quantitatively from the interest payments reported by the U.S. government. We use our estimates to account for contributions to...

This paper briefly summarizes the orthodox approach to banking, finance, and money, and then points the way toward an alternative based on socioeconomics. It argues that the alternative approach is better fitted to not only the historical record, but also sheds more light on the nature of money...

In this paper, we investigate the consequences of the rise in educational attainment on the US generational accounts. We build on the 1995 accounts of Gokhale et al. (1999) and disaggregate them per schooling level. We show that low skill newborns are characterized by a negative generational...

The use of large datasets for macroeconomic forecasting has received a great deal of interest recently. Boosting is one possible method of using high-dimensional data for this purpose. It is a stage-wise additive modelling procedure, which, in a linear specification, becomes a variable selection...