Exploiting a representative sample of the French population by age, wealth, and asset classes, we document novel facts about their expectations and perceptions of stock market returns. Both expectations and perceptions of returns are very dispersed, significantly lower than their data...

Building on an economic model of rational Bitcoin mining, we measured the carbon footprint of Bitcoin mining power consumption using feed-forward neural networks. We found associated carbon footprints of 2.77, 16.08 and 14.99 MtCO2e for 2017, 2018 and 2019 based on a novel bottom-up approach,...

How do exporters expand their product scope and geographical presence? We argue that new exporters are uncertain about their profitability in different countries and products, but learn it as they start to export. As a consequence, exporters add products and countries sequentially, in an...

This paper presents an overview of the procedures that are involved in prediction with machine learning models with special emphasis on deep learning. We study suitable objective functions for prediction in high-dimensional settings and discuss the role of regularization methods in order to...

Using the Household Finance and Consumption Survey (HFCS), a large micro-level dataset on households' wealth in fifteen euro area countries, this paper explores how households allocate their assets. We derive stylized facts on asset participation as well as levels of asset holdings and...

This paper studies the heterogeneity of the marginal propensity to consume out of wealth based on French household surveys. This heterogeneity is driven by differences in both wealth composition and wealth levels. We find a decreasing marginal propensity to consume out of wealth across the...

We design, field and exploit survey data from a representative sample of the French population to examine whether informative social interactions enter households'stockholding decisions. Respondents report perceptions about their circle of peers with whom they interact about financial matters,...

This article aims at linking the household wealth and income distributions for 15 European countries using the Household Finance and Consumption Survey. We study the role played by the household’s location in the income distributions in determining its location in the wealth distribution. A...

Using the first wave of the Eurosystem Household Finance and Consumption Survey (HFCS), a large micro-level dataset on households’ balance sheets in 15 euro area countries, this paper explores how households allocate their assets. We derive stylised facts on asset participation as well as...

This paper studies the heterogeneity of the marginal propensity to consume out of wealth using French household surveys. We find decreasing marginal propensity to consume out of wealth across the wealth distribution for all net wealth components. The marginal propensity to consume out of...