The main objective of this thesis is to forecast residential house prices in Norway from April 2013 to March 2014. Three univariate time series models are employed in an attempt to find an appropriate fit. The three are an AR-, an ARIMA- and an exponential smoothing state space (ETS) model. The forecast from the three models are also combined, in an effort to improve upon the accuracy of the single ...