A Beginners Guide to Understanding|volatility and variance
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First and foremost, let's start with understanding what uncertainty is. Uncertainty is key in games refers to the frequency and size of ups and downs. A game with high uncertainty will pay out large sums of money rarely, while a game with low volatility will pay out smaller sums of money more often. In other words, if you're playing a high-uncertainty game, you might win big sometimes, but you'll also lose big at other times. On the other hand, if you're playing a low-volatility game, you can expect smaller, more consistent wins.
Now, let's move on to variance. Variance, on the other hand refers to the unreliability of a game's outcomes. A game with high variance will produce large swings in your bankroll, whether it's due to a single big win or a series of defeats. This can make it difficult for players to manage their budgets and set realistic targets.
The relationship between volatility and variance is quite straightforward: high-volatility games tend to have higher variance as well. This is because high-volatility games are designed to produce large payouts, which comes with a lot of danger. However, it's essential to remember that uncertainty and unpredictability are not the same thing. A game can have high volatility but low uncertainty, or vice versa.
For example, consider a slot machine with a high volatility and low variance. While the machine may not pay out as frequently, the returns will still be relatively predictable, and you can expect to win around 90% of the time. On the other hand, a high-unpredictable game may pay out infrequently, but when it does, the returns can be transformative.
So, how can you use this knowledge to your advantage? Here are a few tips to keep in mind:
- Be aware of your limitations: If you're playing a high-volatility game, don't expect to win big every time. You should be prepared for the possibility of losing big as well.
- Manage your bankroll: This is essential when playing games with high uncertainty. You should set a budget and stick to it, and be prepared to walk away if your pocketbook takes a hit.
- Pick carefully: If you're looking for consistent wins, choose games with low uncertainty and low variance. If you're looking for the possibility of winning big, choose games with high uncertainty and high variance.
- Pay attention to results: Pay attention to the game's outcomes and adjust your strategy accordingly. If a game is producing large rises and falls, it may be time to switch to a different game.
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