In hypothesis testing, why can't the hypothesis be proved true?

MATLAB: An Introduction with Applications
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In hypothesis testing, why can't the hypothesis be proved true?
The null hypothesis states equality, and equality can never be proven.
The null hypothesis is only a guess, and our sample can prove it false but not true.
The only way to prove something would be to use the entire population under study.
The only way to prove something would be to use a sample larger than is practical.
Transcribed Image Text:In hypothesis testing, why can't the hypothesis be proved true? The null hypothesis states equality, and equality can never be proven. The null hypothesis is only a guess, and our sample can prove it false but not true. The only way to prove something would be to use the entire population under study. The only way to prove something would be to use a sample larger than is practical.
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