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We propose a functional principal components method that accounts for stratified random sample weighting and time dependence in the observations to understand the evolution of distributions of monthly micro-level consumer prices for the United Kingdom (UK).

The Reports section of the Financial System Review examines selected issues of relevance to the Canadian and global financial systems. The December 2014 issue features two reports on important developments in the financial system: rapid growth and innovation in the market for exchange-traded funds, and the increasing significance of cyber attacks to the operational resilience of financial institutions and financial market infrastructures.

Implicit government guarantees of banking-sector liabilities reduce market discipline by private sector stakeholders and temper the risk sensitivity of funding costs. This potentially increases the likelihood of bailouts from taxpayers, especially in the absence of effective resolution frameworks.

The generation and implementation of ideas, or knowledge, is crucial for economic performance. We study this process in a model of endogenous growth with frictions.

Some suggest the global economy is facing a fourth industrial revolution. Bank researchers discuss the possible implications of digitalization on the economy. This issue also shares insights on the effectiveness of some unconventional monetary policies in a small open economy, how Government of Canada bonds are used throughout their life cycle, as well as how the Big Six Canadian banks choose their funding strategies and why. The final article examines the slow growth in business investment.

We propose a framework that allows a portfolio manager to quantify the probability of simultaneous losses in multiple assets of a collateral portfolio. Using this framework, we propose a methodology to conduct stress tests on the market value of the portfolio of collateral when undesirable extreme dependence occurs.

Using turnover ratios, Anderson and Lavoie describe the recent evolution of liquidity in various secondary government bond markets, focusing specifically on the market for Government of Canada securities. They attribute much of the recent variation in liquidity to such cyclical factors as changes in the interest rate environment and investors' appetite for risk, as well as developments in equity markets in the late 1990s. They also examine longer-term structural and policy-related trends, including the rate of adoption of financial and technological innovations and the level of government borrowing and debt-management initiatives.

Deputy Governor Timothy Lane discusses the causes of the recent drop in oil prices and its effects on the global and Canadian economies.

The Bank projects that the economy will grow by 2.2 per cent in 2012, 2.3 per cent in 2013 and 2.4 per cent in 2014. The economy is expected to return to full capacity by the end of 2013.

Many empirical studies have examined the cyclical nature of the markup ratio. Until recently, few have attempted to ascertain the changes in the markup over a longer time horizon.