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In accounting, the revenue recognition principle states that revenues are earned and recognized when they are realized or realizable, no matter when cash is received. It is a cornerstone of accrual accounting together with the matching principle. Together, they determine the accounting period in which revenues and expenses are recognized. [1]
Revenue recognition principle: holds that companies should record revenue when earned but not when received. The flow of cash does not have any bearing on the recognition of revenue. This is the essence of accrual basis accounting. Conversely, however, losses must be recognized when their occurrence becomes probable, whether or not it has ...
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.
The accounting for long term contracts using the percentage of completion method is an exception to the basic realization principle. This method is used wherein the revenues are determined based on the costs incurred so far. The percentage of completion method is used when: Collections are assured; The accounting system can: Estimate profitability
In ()-(), L1-norm ‖ ‖ returns the sum of the absolute entries of its argument and L2-norm ‖ ‖ returns the sum of the squared entries of its argument.If one substitutes ‖ ‖ in by the Frobenius/L2-norm ‖ ‖, then the problem becomes standard PCA and it is solved by the matrix that contains the dominant singular vectors of (i.e., the singular vectors that correspond to the highest ...
In accrual basis accounting, the matching principle (or expense recognition principle) [1] dictates that an expense should be reported in the same period as the corresponding revenue is earned. The revenue recognition principle states that revenues should be recorded in the period in which they are earned, regardless of when the cash is ...
A company's earnings before interest, taxes, depreciation, and amortization (commonly abbreviated EBITDA, [1] pronounced / ˈ iː b ɪ t d ɑː,-b ə-, ˈ ɛ-/ [2]) is a measure of a company's profitability of the operating business only, thus before any effects of indebtedness, state-mandated payments, and costs required to maintain its asset base.
There are certain advantages in tax planning when the cash method of accounting is used: for instance, payment of business expenses may be accelerated before year end, in order to maximize tax deductions, whereas billings for services may be postponed to after year end, so that payments won't be received until the new year, thus postponing tax ...