This report examines whether Google search queries can be used to predict the present and the near future house prices in Finland. Compared to a simple benchmark model, Google searches improve the prediction of the present house price index by 7.5 % measured by mean absolute error. In addition,...

We examine the role of demographics on the housing market in the Helsinki Metropolitan Area (HMA) using the Mankiw and Weil (1989) approach. First, we estimate housing demand for each age group in HMA using cross section data and find that it increases from childhood to the age 70-74 years. This...

There are over 3 billion searches globally on Google every day. This report examines whether Google search queries can be used to predict the present and the near future unemployment rate in Finland. Predicting the present and the near future is of interest, as the official records of the state...

The share of private consumption in gross domestic product is significant; therefore, private consumption has a great influence on economic growth, which makes it a major concept in economics. The purpose of the paper is to estimate and evaluate different forecasting models for private...

We analyse foreign-owned companies operating in Finland and compare them with domestic non-multinational firms while controlling separately for domestic multinational firms. The statistical and micro-econometric analysis is done using Statistics Finland data that contain all firms with at least...

We analyse foreign-owned companies operating in Finland and compare them with domestic non-multinational firms while controlling separately for domestic multinational firms. The statistical and micro-econometric analysis is done using Statistics Finland data that contain all firms with at least...