Posts tagged #statistics

• What Experimental Design Actually Means

  May 5, 2026

  Theoretical physicists barely need it. Experimental physicists cannot live without it. Life sciences rewrote it for complexity. Pharma made it law. ML borrows the wrong one.

  #ml-research #methodology #experimental-design #statistics

• Hypothesis Testing from Scratch, and Its Bayesian Analogue

  Apr 27, 2026

  Frequentist hypothesis testing rebuilt from first principles for ML researchers who half-remember p-values. Then: the Bayesian reframe, why it fits the kill-ladder better, and what each one actually buys you.

  #ml-research #methodology #statistics #bayesian #hypothesis-testing