This paper describes recent work to strengthen nowcasting capacity at the IMF's European department. It motivates and compiles datasets of standard and nontraditional variables, such as Google search and air quality. It applies standard dynamic factor models (DFMs) and several machine learning...

Aspirations provide the underlying dynamics of the behavior of individuals whether they are realized or not. Knowledge about the characteristics and motives of those who aspire to leave the host country is key for both host and home countries to formulate appropriate and effective policies in...

Aspirations provide the underlying dynamics of the behavior of individuals whether they are realized or not. Knowledge about the characteristics and motives of those who aspire to leave the host country is key for both host and home countries to formulate appropriate and effective policies in...

Aspirations provide the underlying dynamics of the behavior of individuals whether they are realized or not. Knowledge about the characteristics and motives of those who aspire to leave the host country is key for both host and home countries to formulate appropriate and effective policies in...

Aspirations provide the underlying dynamics of the behavior of individuals whether they are realized or not. Knowledge about the characteristics and motives of those who aspire to leave the host country is key for both host and home countries to formulate appropriate and effective policies in...