Comparision of IFRS with Alternative Financial Reporting Systems

Monitoring Developments in Financial Reporting Standards Analysts need to monitor ongoing developments in financial reporting and assess their implications for security analysis and valuation. The need to monitor developments in financial reporting standards does not mean that analysts should be accountants. An accountant monitors these developments from a preparer’s perspective; an analyst needs to monitor…

Regulated Sources of Information

IFRS (International Financial Reporting Standards) US GAAP (Generally Accepted Accounting Principles) International Organisation of Securities Commissions IOSCO’s comprehensive set of Objectives and Principles of Securities Regulation is updated as required and is recognised as an international benchmark for all markets. The principles of securities regulation are based upon three core objectives: IOSCO’s principles are grouped into 10…

Financial Statement Analysis Framework

Financial Statement Analysis Framework Phase Sources of Information Output Articulate the purpose and context of the analysis. The nature of the analyst’s function, such as evaluating an equity or debt investment or issuing a credit rating.Communication with client or supervisor on specific needs and concerns.Institutional guidelines related to developing specific work product. Statement of the…

Implied Return and Growth

Implied Return for Fixed-Income Instruments Fixed-income instruments are characterised by contractual interest and principal cash flows. If we observe the present value (or price) and assume that all future cash flows occur as promised, then the discount rate (r) or yield-to-maturity (YTM) is a measure of implied return under these assumptions for the cash flow…

Exploratory Data Analysis in Python

The objective of exploratory data analysis (EDA) is to load data into structures most suitable for further analysis to identify and rectify any wrong/bad data and get basic insight into the data — the types of fields there are; whether they are categorical or not; how many missing values there are; how the fields are…

Measures of Dispersion

Dispersion is the variability around the central tendency. Absolute dispersion is the amount of variability present without comparison to any reference point or benchmark. The Range The range is the difference between the maximum and minimum values in a dataset: Range = Maximum value – Minimum value Mean Absolute Deviation (MAD) where X‾\bar{X} is the…