MatematikÇekirdekMTH-STATS-220
Doğrusal Regresyon
least squares, inference, R-squared, diagnostics, multiple regression
- Zorluk
- 3 / 5
- Önem
- 5 / 5
- Çalışma süresi
- 4–7.5 sa
- Çalışma türü
- Karma
Neden önemli
Turning data into decisions under uncertainty; the quantitative backbone of business analytics, science and ML evaluation.
Nerede kullanılır
A/B testing, market research, QC, clinical trials, customer analytics, experimentation platforms.
Öğrendiğini nasıl anlarsın
Solve ≥10 representative problems with ≥80% adjusted accuracy.
Kaynaklar
- Statistics (Freedman, Pisani & Purves) — Freedman, Pisani & Purves Kitap
- Statistics (Freedman, Pisani & Purves) — Freedman, Pisani & Purves Kitap
- The Elements of Statistical Learning — Hastie, Tibshirani & Friedman Kitap