Estimated Value (Expected Value) Calculator
Enter potential outcomes and their likelihoods:
Calculation Result
This result represents the long-term average outcome based on the probabilities provided.
Understanding Estimated Value (Expected Value)
In statistics and probability theory, the Estimated Value (also known as Expected Value or EV) represents the long-term average result of a random variable over a large number of trials. It is a critical metric used in risk assessment, business forecasting, and strategic decision-making.
The Estimated Value Formula
To calculate the estimated value, you multiply each possible outcome by its probability of occurring and then sum those products together. The mathematical formula is:
- V: The value of the specific outcome.
- P: The probability (expressed as a decimal or fraction) of that outcome occurring.
Practical Examples of Estimated Value
Understanding estimated value helps in evaluating whether a decision is statistically favorable over time. Here are two realistic scenarios:
A software company is deciding whether to release a new feature. There is a 60% chance it generates a score of 80 in user satisfaction and a 40% chance it causes issues, resulting in a satisfaction score of 20.
- Outcome 1: 80 × 0.60 = 48
- Outcome 2: 20 × 0.40 = 8
- Estimated Value: 56
A retailer estimates demand for a seasonal item. They believe there is a 30% chance of high demand (1,000 units), a 50% chance of medium demand (500 units), and a 20% chance of low demand (100 units).
- Outcome 1: 1,000 × 0.30 = 300
- Outcome 2: 500 × 0.50 = 250
- Outcome 3: 100 × 0.20 = 20
- Estimated Value: 570 units
Why Use an Estimated Value Calculator?
While the calculation is straightforward, using a tool ensures accuracy, especially when dealing with multiple variables. It allows professionals to:
- Mitigate Risk: Identify scenarios where the expected outcome is negative or below a required threshold.
- Optimize Resources: Allocate time and effort toward outcomes with the highest statistical likelihood of success.
- Objectivity: Move away from "gut feelings" and toward data-driven logic.
Note: Estimated Value does not predict what will happen in a single event. Instead, it tells you what the average outcome will be if the event were repeated many times. High variance can still result in short-term results that differ significantly from the EV.