Π Π΅Π³ΡΠ΅ΡΡΠΈΡ: ΡΠ΅ΠΎΡΠΈΡ ΠΈ ΠΏΡΠ°ΠΊΡΠΈΠΊΠ°. Π‘ ΠΏΡΠΈΠΌΠ΅ΡΠ°ΠΌΠΈ Π½Π° R ΠΈ Stan
ΠΠ±Π·ΠΎΡ
ΠΠ½ΠΈΠ³Π° ΠΏΠΎΡΠ²ΡΡΠ΅Π½Π° ΡΠ΅ΠΎΡΠΈΠΈ ΠΈ ΠΏΡΠ°ΠΊΡΠΈΠΊΠ΅ ΡΠ΅Π³ΡΠ΅ΡΡΠΈΠΎΠ½Π½ΠΎΠ³ΠΎ Π°Π½Π°Π»ΠΈΠ·Π° Ρ ΠΏΡΠΈΠΌΠ΅ΡΠ°ΠΌΠΈ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΡ ΡΠ·ΡΠΊΠΎΠ² ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠΈΡΠΎΠ²Π°Π½ΠΈΡ R ΠΈ Stan.
ΠΠΎΠΌΡ ΠΏΠΎΠ΄ΠΎΠΉΠ΄ΡΡ
- Π‘ΡΡΠ΄Π΅Π½ΡΠ°ΠΌ ΠΈ ΠΈΡΡΠ»Π΅Π΄ΠΎΠ²Π°ΡΠ΅Π»ΡΠΌ, ΠΈΠ·ΡΡΠ°ΡΡΠΈΠΌ ΡΡΠ°ΡΠΈΡΡΠΈΠΊΡ ΠΈ ΠΌΠ°ΡΠΈΠ½Π½ΠΎΠ΅ ΠΎΠ±ΡΡΠ΅Π½ΠΈΠ΅.
ΠΠ»ΡΡΠ΅Π²ΡΠ΅ ΠΎΡΠΎΠ±Π΅Π½Π½ΠΎΡΡΠΈ
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Regression: Theory and Practice. With Examples in R and Stan
Overview
This book is dedicated to the theory and practice of regression analysis with examples using the R and Stan programming languages.
Who it's for
- Students and researchers studying statistics and machine learning.
Key features