In the paper we discuss the results of the long relationships among the biggest four stock exchanges situated in the Central Europe: Warsaw Stock Exchange (WSE), Vienna Stock Exchange (VSE), Praque Stock Exchange (PSE) and Budapest Stock Exchange (BSE). The research is based on the observations of the quotations four indices: ATX, BUX, PX50, WIG and WIG20, from January 2000 until December 2010. They are considered following data: daily, weekly (the last quotation in the week) and monthly (the last quotation in the month). The investigation is provided also for the periods as follows: the bear market (when the indexes were falling down), stagnation and the bull market (when the indexes were rising up). For the examination of the relationships was used cointegration analysis with Johansen procedures and causality analysis with Granger test.
The preliminary results of cointegration test indicate that in whole period daily and weekly data are not cointegated, but for monthly observation cointegration appears. We can suppose that long-run relationships between WSE and Vienna, Prague or Budapest Stock Exchanges exist but they are sensitive. The division the whole period into smaller sub-periods – the weekly or daily quotation of indexes became cointegrated. So we can observe long-run relationship when the periods are shorter and characterized by market tendency. We can suppose that different markets have different dissimilar responses to changing stock cycles. The results of the short-run analysis (prepared for rates of return time series) indicate that in whole period for daily and weekly data the causal relationships appear (for monthly data this type of relationships is seldom).