Preparing Data for Analysis: From Raw to Ready - Couverture souple

Manago, Bianca

 
9781071919569: Preparing Data for Analysis: From Raw to Ready
Couverture souple
ISBN 10 : 1071919563 ISBN 13 : 9781071919569
Editeur : SAGE Publications, Inc, 2025

Synopsis

This book focuses on the process of preparing raw data for analysis—commonly known as data cleaning. It covers a range of topics including data compilation, variable naming and labeling, data examination, and variable re-coding and transformations, among others. Author Bianca Manago discusses best practices for data preparation and analysis, emphasizing the importance of prioritizing transparency, best practices for writing script files, and file naming and organization. Two example projects and datasets are used to illustrate the methods in the book, and the datasets, script files, and output files in both R and Stata are available to download from the accompanying website.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Bianca Manago is an Assistant Professor of Sociology at Vanderbilt University. She has taught both graduate and undergraduate statistics courses and has also taught workshops on data cleaning and workflow for Statistical Horizons. She received her doctorate in sociology and master’s in applied statistics from Indiana University. She also has a master’s in sociology and undergraduate degrees in sociology and philosophy from Texas A&M University.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
SAGE Publications, Inc
Date d'édition
2025
Langue
anglais
ISBN 10 
1071919563
ISBN 13 
9781071919569
Reliure
Broché
Numéro d'édition
1
Nombre de pages
224
Coordonnées du fabricant
non disponible
Personne responsable
non disponible