Machine Learning for Social and Behavioral Research (Methodology in the Social Sciences) - Image 1

£52.59

The Guilford Press Machine Learning for Social and Behavioral Research (Methodology in the Social Sciences)

Name: Machine Learning for Social and Behavioral Research (Methodology in the Social Sciences)
Brand: The Guilford Press
Price: 49.67 GBP
Availability: InStock

Anthropology & Sociology

Price History & Forecast

Last 33 days • 33 data points (No recent data available)

Historical

Generating forecast...

Price Distribution

Price distribution over 33 days • 3 price levels

Days at Price

Current Price

Price Analysis

Most common price: £50 (21 days, 63.6%)

Price range: £50 - £53

Price levels: 3 different prices over 33 days

Description

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.

Product Specifications

Brand: The Guilford Press
Format: paperback
ASIN: 1462552927
Category: Books > Subjects > Biography > Medical, Legal & Social Sciences > Anthropology & Sociology
Domain: Amazon UK
Release Date: 18 August 2023
Listed Since: 04 February 2023

Barcode

No barcode data available

The Guilford Press Machine Learning for Social and Behavioral Research (Methodology in the Social Sciences)

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

Behavior Analysis with Machine Learning Using R (Chapman & Hall/CRC The R Series)

Mobile Sensing in Psychology: Methods and Applications

Regression Analysis and Linear Models: Concepts, Applications, and Implementation (Methodology in the Social Sciences)

Conducting Personal Network Research: A Practical Guide (Methodology in the Social Sciences)

Behavior Analysis with Machine Learning Using R (Chapman & Hall/CRC The R Series)

Data Analytics for the Social Sciences: Applications in R

Data Analytics for the Social Sciences: Applications in R

Data Analysis: A Model Comparison Approach to Regression, ANOVA, and Beyond

Advanced Statistics for the Behavioral Sciences: A Computational Approach with R

Multivariate Analysis for the Behavioral Sciences, Second Edition (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

Machine Learning: Theory and Practice

Machine Learning for Business Analytics: Concepts, Techniques, and Applications in R

Factor Analysis and Dimension Reduction in R: A Social Scientist's Toolkit

Multivariate Analysis for the Behavioral Sciences, Second Edition (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

Statistical Learning and Data Science (Computer Science and Data Analysis)

Analysis of Multivariate Social Science Data (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

Learning Analytics Methods and Tutorials: A Practical Guide Using R

Analysis of Multivariate Social Science Data (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

An Introduction to Multilevel Modeling Techniques: MLM and SEM Approaches (Quantitative Methodology Series)

Bayesian Statistics for the Social Sciences, Second Edition (Methodology in the Social Sciences)

Machine Learning Algorithms: Popular algorithms for data science and machine learning, 2nd Edition

Data Analysis for Social Science: A Friendly and Practical Introduction

Data Analysis with Mplus (Methodology in the Social Sciences)

CRC Press Multiple Correspondence Analysis and Related Methods