Kniha Advanced Modeling and Data Challenges Nguyen

Advanced Modeling and Data Challenges

Autor: Nguyen, Mike
Jazyk: Angličtina
Väzba: Pevná
Vydavateľ: Springer-Verlag GmbH
Dostupnosť: Skladom u dodávateľa
Odosielame za 10-13 dní
107.46
This volume addresses the complexities of real-world data analysis, offering clear guidance through...

Informácie o knihe

Autor
Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2025
Stránok
464
EAN
9783032017185
ISBN
3032017181
Enbook ID
49241136
Hmotnosť
820
Rozmery
155 x 235

Kompletný popis

This volume addresses the complexities of real-world data analysis, offering clear guidance through common challenges such as missing data, model specification, variable selection, and hypothesis testing. It also introduces tools for deeper interpretation including marginal effects, interaction (moderation), and mediation analysis to help uncover nuanced relationships in data.

Ideal for both learners deepening their understanding and practitioners refining their techniques, this volume blends statistical theory with applied insight. Readers are equipped to navigate ambiguity, confront data imperfections, and extract actionable meaning.

With practical examples and an emphasis on analytical reasoning, this book supports coursework, exam review, and professional development alike making it an essential resource for building confidence in modern data analysis.

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