Více než 4 miliony titulů v angličtině i dalších jazycích! Objevte svůj nový příběh ještě dnes!

Machine Learning for Social and Behavioral Research

Name: Machine Learning for Social and Behavioral Research
Brand: GUILFORD PUBN
SKU: 9781462552931
Price: 2539 CZK
Availability: InStock

Autor: Kevin J. Grimm, Zhiyong Zhang

Jazyk:

Vazba: Pevná

Vydavatel: GUILFORD PUBN

Dostupnost: 50 % šance

Prohledáme celý svět

2 539 Kč

Today''s social and behavioral researchers increasingly need to know: "What do I do with all this da...

Informace o knize

Autor

Kevin J. Grimm, Zhiyong Zhang

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2023

Stránek

408

EAN

9781462552931

ISBN

1462552935

Enbook ID

43009686

Vydavatel

GUILFORD PUBN

Hmotnost

1000

Kompletní popis

Today''s social and behavioral researchers increasingly need to know: "What do I do with all this data?" This book provides the skills needed to analyze and report large, complex data sets using machine learning tools, and to understand published machine learning articles. Techniques are demonstrated using actual data (Big Five Inventory, early childhood learning, and more), with a focus on the interplay of statistical algorithm, data, and theory. The identification of heterogeneity, measurement error, regularization, and decision trees are also emphasized. The book covers basic principles as well as a range of methods for analyzing univariate and multivariate data (factor analysis, structural equation models, and mixed-effects models). Analysis of text and social network data is also addressed. End-of-chapter "Computational Time and Resources" sections include discussions of key R packages; the companion website provides R programming scripts and data for the book''s examples.

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Machine Learning for Social and Behavioral Research

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Extreme Programming and Agile Methods - XP/Agile Universe 2003

In God's Name

Conversations with Kentucky Writers II

Ancestors and Descendents of Thomas Leach of Maryland, North Carolina, and Northwest Arkansas

Doctrine of Jehovah Addressed to the Parsis

Ingersoll and Moses a Reply

Bridge To Forever

The Western: From Silents to Cinerama

Litha

Zákaznicí kteří koupili tuto knihu koupili také

Nach Amerika!

Oceania Boulevard

Le chat n'a pas de bouche vous aime beaucoup

Voici Landru !