Category: RISK MANAGEMENT

Current Expected Credit Losses (CECL)

Companies may hold various instruments. For each, they estimate the amount they can expect to receive. In most cases, it is the same as the amount calculated under the contract terms. However, it may also differ in some cases, causing a credit loss. Companies must estimate this loss to reach …

Identifying Correlation Risks of Large Portfolios

Correlation is a statistical measure of the relationship between two variables. In trading, correlation is used to identify relationships between different securities. For example, a trader might want to know if two stocks move in the same direction. If they do, they are said to be positively correlated. If they …

Determining Sovereign Credit Risks Using News Articles

Alternative data is becoming increasingly popular in the financial world. While some traditional data sources such as earnings and economic indicators are still relied upon heavily, alternative data is providing new insights that can help investors make better-informed decisions. There are a variety of sources for alternative data, including social …

How Interest Rates Affect Equity Markets?

Interest rates are a determinant factor in the pricing mechanism of public markets.  When interest rates go up, the cost of borrowing increases, and this affects economic activity and company profits. Equity markets are sensitive to changes in interest rates because they affect corporate profitability and the cost of capital. …

Lead-Lag Relationship Between VIX and SPX Futures

The recent market correction has shown, once again, that the financial markets are strongly interconnected. The sell-off in stocks has led to a sharp increase in the credit spreads. The rally in oil price has helped commodity currencies such as the Canadian dollar and Australian dollar appreciate against the US …

Is Gold Still a Good Diversifier?

It’s commonly believed that Gold is a good diversifying asset, and for many years, this was true. Gold is often seen as a safe-haven asset, which means that investors turn to it when they are worried about the stock market. However, Gold has not always been a good investment. In …

Artificial Intelligence for Delta Hedging

Financial risk management is the process of identifying, measuring, and managing financial risks. There are many different types of financial risks, including interest rate risk, credit risk, liquidity risk, market risk, and operational risk. Machine learning and artificial intelligence can be used to identify and measure these risks, as well …