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The Goal of Time-Series Forecasting Methods Is to Estimate the Mean

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The goal of time-series forecasting methods is to estimate the mean of the underlying probability distribution of the next value of the time-series as closely as possible.


Definitions:

Days' Sales

An indicator of a company's efficiency in managing its inventory, it calculates the number of days it typically takes to sell the entire inventory.

Average Accounts Receivable

The mean value of accounts receivable over a given period, indicating the average amount owed to a company by its customers.

Inventory Turnover

A measure of how often a company's inventory is sold and replaced over a certain period, indicating the efficiency of inventory management.

Days' Sales

A financial ratio that measures the average time it takes a company to convert its inventory into sales.

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