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Principal component analysis (PCA) is a linear dimensionality reduction technique with applications in exploratory data analysis, visualization and data preprocessing. The data is linearly transformed onto a new coordinate system such that the directions (principal components) capturing the largest variation in the data can be easily identified.
A ratio's values may be distorted as account balances change from the beginning to the end of an accounting period. Use average values for such accounts whenever possible. Financial ratios are no more objective than the accounting methods employed. Changes in accounting policies or choices can yield drastically different ratio values. [6]
The accounting equation (Assets = Liabilities + Owners' Equity) and financial statements are the main topics of financial accounting. The trial balance, which is usually prepared using the double-entry accounting system, forms the basis for preparing the financial statements.
In financial accounting, a balance sheet (also known as statement of financial position or statement of financial condition) is a summary of the financial balances of an individual or organization, whether it be a sole proprietorship, a business partnership, a corporation, private limited company or other organization such as government or not-for-profit entity.
Consolidated financial statements are defined as "Financial statements of a group in which the assets, liabilities, equity, income, expenses and cash flows of the parent (company) and its subsidiaries are presented as those of a single economic entity", according to International Accounting Standard 27 "Consolidated and separate financial ...
The Haig–Simons equation is different from the USA's individual income tax base calculations. For example, any employer contributions to employee health insurance are not included in taxable employee income. Under the Haig–Simons definition of income, such contributions would be included in income.
Financial statement analysis (or just financial analysis) is the process of reviewing and analyzing a company's financial statements to make better economic decisions to earn income in future. These statements include the income statement , balance sheet , statement of cash flows , notes to accounts and a statement of changes in equity (if ...
The disadvantages of the use of financial result as a Key performance indicator. Operating components may be included in the financial result (e.g.: the income from financing activities). Investment income as a component of the financial result does not provide any information on the risk inherent in this investment.