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[14] סטטיסטיקה בייסיאנית

EPISODE · Apr 5, 2022 · 22 MIN

[14] סטטיסטיקה בייסיאנית

from ExplAInable · host Tamir Nave, Mike Erlihson, Uri Goren, Hila Paz Herszfang

סטטיסטיקאים נחצים ל2 מחנות: הסטטיסטיקאים הקלאסיים-תדירותיים, והסטטיסטיקאים הבייסיאנים.סטטיסטיקה בייסיאנית היא גישה שונה לסטטיסטיקה, שמנסה לדון בסבירות לא רק של הדאטא הנצפה בהנתן השערה, אלא גם בסבירות של הפרמטרים של ההתפלגות.מודלים רבים כגוןGMM, Naive Bayes  ו Latent Dirrechlet allocationמתבססים על סטטיסטיקה בייסיאנית, ולאחרונה גם רשתות נוירונים זוכות לפרשנות בייסיאנית.בפרק נדבר על ההבדלים, ועל האומדים השונים של 2 הגישות.

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[14] סטטיסטיקה בייסיאנית

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