Data dredging correlation12/17/2023 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.
0 Comments
Leave a Reply.AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |