Statistics Data Scienceని ఎలా లెక్కించాలి
Statistics Data Science అంటే ఏమిటి?
Statistics and data science calculators power probabilistic inference, hypothesis testing, and machine learning foundations — from Bayesian probability updates to expected values and moment-generating functions.
దశల వారీ గైడ్
- 1Bayes' theorem: P(A|B) = P(B|A) × P(A) / P(B)
- 2Expected value: E[X] = Σ x × P(X = x)
- 3Conditional probability: P(A|B) = P(A ∩ B) / P(B)
పరిష్కరించిన ఉదాహరణలు
ఇన్పుట్
Medical test 99% sensitive · 99% specific · disease prevalence 1%
ఫలితం
Positive predictive value ≈ 50% (Bayes' theorem)
Low prevalence dramatically reduces PPV even for accurate tests