Multilevel Analysis
A Pratical Introduction
Demographers describe and analyse individual events at multiple levels of observation that range from the individuals themselves to the overall population of interest. In quantitative population studies, one way to streamline investigation is to perform a multilevel statistical analysis using a single model, which improves the accuracy of the estimates and therefore of the results.
To that end, this book guides the reader through the first stages of multilevel analysis, from design to implem...
Note de l’éditeur
This book is an English translation of Manuel pratique d'analyse multiniveau (Paris, INED, 2017), available on OpenEdition.
Éditeur : Ined Éditions
Lieu d’édition : Paris
Publication sur OpenEdition Books : 17 février 2022
ISBN numérique : 978-2-7332-9053-8
DOI : 10.4000/books.ined.17717
Collection : Méthodes et Savoirs
Année d’édition : 2022
Introduction
Analysing Multiple Levels SimultaneouslyChapter 2
Preparing the DatabaseChapter 3
Logistic and Contextual ModelsDemographers describe and analyse individual events at multiple levels of observation that range from the individuals themselves to the overall population of interest. In quantitative population studies, one way to streamline investigation is to perform a multilevel statistical analysis using a single model, which improves the accuracy of the estimates and therefore of the results.
To that end, this book guides the reader through the first stages of multilevel analysis, from design to implementation, with step-by-step explanations on how to navigate the three most common statistical software environments (Stata®, SAS®, and R). Concrete examples based on census data are provided using an analysis of school enrolment in rural Kenya.
Intended for all statistical database users seeking to develop or expand their knowledge of multilevel analysis, this manual details and illustrates the procedures for creating multilevel models and discusses their prerequisites, advantages, and limitations. Suggestions for further reading are also provided.
Arnaud Bringé heads the Statistical Methods Department at the French Institute for Demographic Studies (INED), where he and his team lend support in establishing consistent statistical databases while training researchers in statistical methodologies and tools. He contributes to developing solutions for survey data analysis and to monitoring research projects.
Valérie Golaz is an INED researcher and currently a visiting scholar at the Population–Environment–Development Laboratory (LPED) (Aix-Marseille Université/IRD) who specializes in methods for collecting and analysing qualitative and quantitative demographic data. Her work focuses on social transformation and environmental change in contexts of high population growth in the Global South.
Le texte seul est utilisable sous licence Licence OpenEdition Books. Les autres éléments (illustrations, fichiers annexes importés) sont « Tous droits réservés », sauf mention contraire.
États flous et trajectoires complexes
Observation, modélisation, interprétation
Philippe Antoine et Éva Lelièvre (dir.)
2006
Biographies d’enquêtes
Bilan de 14 collectes biographiques
GRAB (Groupe de réflexion sur l'approche biographique) (dir.)
2009
Méthodes de mesure de la mobilité spatiale
Migrations internes, mobilité temporaire, navettes
Daniel Courgeau
2021
L’analyse statistique des trajectoires
Typologies de séquences et autres approches
Nicolas Robette
2021
Fuzzy States and Complex Trajectories
Observation, modelisation and interpretation of life histories
GRAB Harriet Coleman (trad.)
2009
Minorités de genre et de sexualité
Objectivation, catégorisations et pratiques d’enquête
Wilfried Rault et Mathieu Trachman (dir.)
2023
États flous et trajectoires complexes
Observation, modélisation, interprétation
Philippe Antoine et Éva Lelièvre (dir.)
2006
Biographies d’enquêtes
Bilan de 14 collectes biographiques
GRAB (Groupe de réflexion sur l'approche biographique) (dir.)
2009
Méthodes de mesure de la mobilité spatiale
Migrations internes, mobilité temporaire, navettes
Daniel Courgeau
2021
L’analyse statistique des trajectoires
Typologies de séquences et autres approches
Nicolas Robette
2021
Fuzzy States and Complex Trajectories
Observation, modelisation and interpretation of life histories
GRAB Harriet Coleman (trad.)
2009
Minorités de genre et de sexualité
Objectivation, catégorisations et pratiques d’enquête
Wilfried Rault et Mathieu Trachman (dir.)
2023
Chapitre 4. L’hébergement : un état sans statut
Valérie Golaz, Catherine Bonvalet, Daniel Delaunay et al.
“Being Housed”: A State with no Status
Valérie Golaz, Catherine Bonvalet, Daniel Delaunay et al.
