We explore the impact of investment-specific technology (IST) shocks on the crosssection of stock returns. IST shocks reflect technological advances embodied in new capital goods. Using a structural model, we show that IST shocks have a differential effect on the two fundamental components of firm value, the value of assets in place and the value of growth opportunities. This differential sensi...

We identify a firm’s growth type by its valuation volatility which proxies for the extent to which asymmetric information arises from growth opportunities rather than from assets-in-place. We show that firm investment style (measured by R&D/[Capex+R&D]) is persistent and positively aligned with growth type. The sensitivity of investment to cash flow has a monotonic negative relationship with gr...

The relationship between financial development and economic growth is the crucial issues which could grab economists and policy makers' attention to it. Financial market plays an essential role on each economy, because it conducts funds to those individuals or firms which have productive investment opportunities. If the financial system does not perform this role efficiently, the economic effic...

Stock trend forecasting is a one of the main factors in choosing the best investment, hence prediction and comparison of different firms’ stock trend is one method for improving investment process. Stockholders need information for forecasting firm’s stock trend in order to make decision about firms’ stock trading. In this study stock trend, forecasting performs by data mining algorithm. It sho...

This paper examines the impact of business cycles and monetary policy on bank loan supply. To this end, we use a unique firm-bank match-level dataset covering listed firms in Japan that allows us to control for firms’ time-varying unobservable loan demand and endogenous bank-firm matching, so that we can identify the effects of business cycles and monetary policy on loan supply through the bank...