It is tempting to frame the problem such that the only conclusion possible suits one’s agenda or hypothesis. The process of defining the problem can be fraught with all kinds of biases.The analysis provided by the analyst is recast in a way that looks like it supports a desired conclusionĬonfirmation bias not only sneaks its way into the process of applying data analysis, but it can also influence the entire process:.The analysis is re-done until it eventually yields a palatable conclusion. Someone wants to use analytics to support their agenda or aim.Towards Data Science lists three ways how confirmation bias sneaks to our process of data analysis: While it’s a human trait, confirmation bias clouds our judgment and distorts our perception of reality. Fs.blog defines confirmation bias as our tendency to cherry-pick information that confirms our existing beliefs or ideas. Everyone has committed it at least once in a while. Confirmation bias is one of the most common biases humans have.
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