Latent Markov Models for Longitudinal Data (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences) - Image 1

£43.99

Chapman and Hall/CRC Latent Markov Models for Longitudinal Data (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

Name: Latent Markov Models for Longitudinal Data (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)
Brand: Chapman and Hall/CRC
Price: 43.55 GBP
Availability: InStock

Methodology

Price History & Forecast

Last 25 days • 25 data points (No recent data available)

Historical

Generating forecast...

Price Distribution

Price distribution over 25 days • 2 price levels

Days at Price

Current Price

Price Analysis

Most common price: £44 (21 days, 84.0%)

Price range: £44 - £44

Price levels: 2 different prices over 25 days

Description

Drawing on the authors’ extensive research in the analysis of categorical longitudinal data, Latent Markov Models for Longitudinal Data focuses on the formulation of latent Markov models and the practical use of these models. Numerous examples illustrate how latent Markov models are used in economics, education, sociology, and other fields. The R and MATLAB® routines used for the examples are available on the authors’ website. The book provides you with the essential background on latent variable models, particularly the latent class model. It discusses how the Markov chain model and the latent class model represent a useful paradigm for latent Markov models. The authors illustrate the assumptions of the basic version of the latent Markov model and introduce maximum likelihood estimation through the Expectation-Maximization algorithm. They also cover constrained versions of the basic latent Markov model, describe the inclusion of the individual covariates, and address the random effects and multilevel extensions of the model. After covering advanced topics, the book concludes with a discussion on Bayesian inference as an alternative to maximum likelihood inference. As longitudinal data become increasingly relevant in many fields, researchers must rely on specific statistical and econometric models tailored to their application. A complete overview of latent Markov models, this book demonstrates how to use the models in three types of analysis: transition analysis with measurement errors, analyses that consider unobserved heterogeneity, and finding clusters of units and studying the transition between the clusters.

Product Specifications

Brand: Chapman and Hall/CRC
Format: paperback
ASIN: 1032477547
Category: Books > Subjects > Health, Family & Lifestyle > Psychology & Psychiatry > Methodology
Domain: Amazon UK
Release Date: 21 January 2023
Listed Since: 01 December 2022

Barcode

No barcode data available

Chapman and Hall/CRC Latent Markov Models for Longitudinal Data (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

Latent Markov Models for Longitudinal Data (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

Generalized Latent Variable Modeling: Multilevel, Longitudinal, and Structural Equation Models (Chapman & Hall/CRC Interdisciplinary Statistics)

Longitudinal Research with Latent Variables

Marginal Models: For Dependent, Clustered, and Longitudinal Categorical Data (Statistics for Social and Behavioral Sciences)

Antedependence Models for Longitudinal Data (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

CRC Press Longitudinal Data Analysis - Statistical Methods Book

Antedependence Models for Longitudinal Data - CRC Press

Logistic Regression Models (Chapman & Hall/CRC Texts in Statistical Science)

Multilevel Modeling Using R (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

Hidden Markov Models for Time Series: An Introduction Using R, Second Edition (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Routledge - Latent Variable Modeling Using R Guide

Mixed Effects Models for Complex Data (Chapman & Hall/CRC Monographs on Statistics & Applied Probab)

Latent Variable Modeling with R - Routledge Statistical Guide

CRC Press Mixed Effects Models for Complex Data - Book

Longitudinal Research with Latent Variables

Modern Applied Regressions: Bayesian and Frequentist Analysis of Categorical and Limited Response Variables with R and Stan (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

Analyzing Longitudinal Clinical Trial Data: A Practical Guide (Chapman & Hall/CRC Biostatistics Series)

Logistic Regression Models (Chapman & Hall/CRC Texts in Statistical Science)

CRC Press Nonparametric Models for Longitudinal Data in R

An Introduction to Latent Class Analysis: Methods and Applications: 14 (Behaviormetrics: Quantitative Approaches to Human Behavior, 14)

Change Point Analysis: Theory and Application

Joint Models for Longitudinal and Time-to-Event Data: With Applications in R (Chapman & Hall/CRC Biostatistics Series)

Generalized Linear Models for Categorical and Continuous Limited Dependent Variables: 11 (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

Introduction to Spatial Econometrics (Statistics: A Series of Textbooks and Monographs)