health price inflation rate is different from increasing in health expenditures. health expenditures contain both quantity and prices but inflation rate contains prices. this study aimed to determine the factors that affect the inflation rate for health care services (ircpihc) in iran.we used central bank of iran data. we estimated the relationship between the inflation rate and its determinant...

This paper presents an approach to dynamic factor modeling in which variations can be idiosyncratic, block-specific, or common across blocks and units. Existing two level factor models do not usually account for variations at the block level which implies that these can be confounded with genuine common co-movements in the data. Specifying the block structure also facilitates interpretation of ...

High-dimensional regression problems which reveal dynamic behavior occur frequently in many different fields of science. The dynamics of the whole complex system is typically analyzed by time propagation of few number of factors, which are loaded with time invariant functions of exploratory variables. In this thesis we consider dynamic semiparametric factor model, which assumes nonparametric lo...

Macroeconometricians face a peculiar data structure. On the one hand, the number of years for which there is reliable and relevant data is limited and cannot readily be increased other than by the passage of time. On the other hand, for much of the postwar period statistical agencies have collected monthly or quarterly data on a great many related macroeconomic, financial, and sectoral variable...

In this paper, we investigate whether incorporating common factors of CPI sub-aggregates into forecasting models increases the accuracy of forecasts of inflation. We extract factors by both static and dynamic factor models and then embed them in ARMA and VAR models. Using quarterly data of Iran’s CPI and its sub-aggregates, the models are estimated over 1990:2 to 2008:2 and out of sample ...