Allowance for Doubtful Accounts is a contra-asset account used to estimate the portion of a company's receivables that may not be collected, ensuring that financial statements reflect a more accurate view of a company's financial health. This estimation process is crucial for adhering to the matching principle and provides a realistic view of potential future cash flows.