what approach do we not use in stats
In statistics, one approach that is not used is known as the “deterministic approach”
In statistics, one approach that is not used is known as the “deterministic approach”. This approach involves assuming that all outcomes or variables are determined with certainty and can be predicted accurately based on known factors. However, this approach is not suitable for statistical analysis as it does not consider the inherent variability and uncertainty that is present in real-world data.
In statistics, we deal with probabilistic events and random variables. We acknowledge that there is always some level of uncertainty and variability in the data we are analyzing. The goal of statistical analysis is to quantify and measure this uncertainty, and make logical inferences and predictions based on this understanding.
Instead of using the deterministic approach, statistical methods rely on probabilistic models, hypothesis testing, estimation, and inferential statistics to draw conclusions about a population based on a sample. These methods allow us to account for uncertainty, variability, and random fluctuations that exist in the data.
By using statistical approaches, we gain a deeper understanding of the data and can make informed decisions and predictions based on the available information.
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