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S03E09 - Statistical rethinking - with Richard McElreath

Half Stack Data Science

CHAPTER

Transparency and Justification in Data Analysis

The chapter emphasizes the importance of transparency and logic in data analysis, drawing parallels between mathematical proofs and the steps involved in data processing. It discusses the necessity for clear reasoning, traceability, and software assistance in maintaining professional standards in research. The speaker shares insights on statistical analysis, exploring options when assumptions are uncertain and highlighting the significance of hands-on experience in understanding modeling concepts.

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