Financial Statistics Assignment Help

Financial Statistics Assignment Help


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An introduction to financial statistics

Financial statistics is a field of study that forecasts and summarizes past behavior of financial securities and markets in a vast geographic region. This subject uses numerical data to achieve this feat. Financial statistics can be categorized into three:

  • Global or national statistics

Focusses on the behavior of economic conditions or businesses that have an impact on the value of securities in general. This area has a series of economic indicators that assess the position of the economy within the current business cycle. These indicators provide vital information on the likelihood of deterioration or improvement of an economy. Additionally, it confirms the current status of the economy. The National Bureau of Economic research uses several measures of economic activity to track the state of the national economy. These measures can be divided into three categories, namely:

  • Leading economic indicators – these indicators correlate with the patterns of future economic activities.
  • Coincident indicators – Confirms the current status of the economy. Examples include the level of employment and production by industries
  • Lagging indicators – Such indicators confirm that the economy has passed through a particular phase of the business cycle. They react after a change in an economic condition has already been realized. For example, the average duration of employment.

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The following are some of the most popular economic indicators:

  • Gross Domestic Product

This is a statistic that forecasts the growth rate in gross domestic product. GDP is an aggregate measure of all the output of a national economy. Some of the sub-divisions of GDP are exports and government spending.

  • Exchange rates

This is the price of a country’s currency in terms of another. The exchange rate statistics provide investors with information about the value of their assets in other countries. Apart from assessing the real value of their financial assets, investors also get to understand capital flows and international trade better. Exchange rate statistics are often reported daily in periodicals and newspapers.

  • Interest rates

Interest rates are another continuous source of financial information. It represents the value of money in a specific currency and includes premiums for risk or default. Interest rates are usually reported using a yield curve. This curve can be used to represent the relationship between the maturity of bonds and the rate of return implied on its current price. A yield curve can only be used on different securities with different maturities if the securities have similar default risk.

  • Industrial or market statistics

Industrial/market statistics examines the activities of specific securities associated with a common trading industry or market classification. Industrial or market statistics assesses the behavior of security markets. Developed countries like the USA, UK, Japan, Australia, and many more boast of top-rated financial markets with a variety of indexes. These indexes are used to track the activity of a particular market segment. In the USA, examples of these indexes include the New York Stock Exchange Composite, Dow Jones Industrial Average, the Standard and Poor’s 500. Other examples include Japan’s Nikkei 225, the Financial Times 100 in the United Kingdom, and the CAC 40 in France. Each market index tracks general market conditions and can be distinguished by its sample of securities that it compromises or the method of construction.

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  • Company-specific statistics

This category of financial statistics studies the performance of individual firms. Examples of these statistics include indicators of risk and return, such as price or earnings ratios and bond ratings. Company-specific statistics can be split into the following:

  • Historical Statistics

These are stats constructed from historical measures. Examples include the analysis of cash payments and periodic prices from historic periods.

  • Financial Ratios

The future performance of a firm can also be forecast by the financial statements generated. Financial ratios provide relevant statistics that relate to profitability and other characteristics of the firm that pinpoints reasons for its financial health. Financial ratios can be classified into:

  • Liquidity ratios – provides an assessment of a firm’s ability to meet its short-term financial obligations using its liquid assets
  • Activity ratios – Assess how a firm uses its assets to generate sales and revenues
  • Leverage ratios – Provide as an assessment of how the financing structure of a firm influence profits. It also focusses on how a firm’s assets are financed

Our finance assignment help experts can help you prepare outstanding papers in all these areas and many more. Contact us today if you are facing challenges with your financial statistics assignment related to topics such as:

  • Time series modeling for asset returns and their stylized facts
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  • Present-value models
  • Quantitative Methods
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  • Measures of Central tendency- Mean, Median, Mode
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  • Simulation methods for derivative pricing

Statistical inference for high-frequency data