Description: About this Item The item is a book Paperback The Author Name is Brian F. French The Title is Latent Variable Modeling with R Condition New Other Comments Edition Number - 0001. Pages Count - 342. Binding type - Perfect. Content Language - English Category - PSYCHOLOGY / Statistics EDUCATION / Statistics SOCIAL SCIENCE / Statistics Product Description - This book demonstrates how to conduct latent variable modeling LVM in R by highlighting the features of each model, their specialized uses, examples, sample code and output, and an interpretation of the results. Each chapter features a detailed example including the analysis of the data using R, the relevant theory, the assumptions underlying the model, and other statistical details to help readers better understand the models and interpret the results. Every R command necessary for conducting the analyses is described along with the resulting output which provides readers with a template to follow when they apply the methods to their own data. The basic information pertinent to each model, the newest developments in these areas, and the relevant R code to use them are reviewed. Each chapter also features an introduction, summary, and suggested readings. A glossary of the text's boldfaced key terms and key R commands serve as helpful resources. The book is accompanied by a website with exercises, an answer key, and the in-text example data sets. Latent Variable Modeling with R:-Provides some examples that use messy data providing a more realistic situation readers will encounter with their own data. -Reviews a wide range of LVMs including factor analysis, structural equation modeling, item response theory, and mixture models and advanced topics such as fitting nonlinear structural equation models, nonparametric item response theory models, and mixture regression models. -Demonstrates how data simulation can help researchers better understand statistical methods and assist in selecting the necessary sample size prior to collecting data. -www.routledge.com/9780415832458 provides exercises that apply the models along with annotated R output answer keys and the data that corresponds to the in-text examples so readers can replicate the results and check their work. The book opens with basic instructions in how to use R to read data, download functions, and conduct basic analyses. From there, each chapter is dedicated to a different latent variable model including exploratory and confirmatory factor analysis CFA, structural equation modeling SEM, multiple groups CFA/SEM, least squares estimation, growth curve models, mixture models, item response theory both dichotomous and polytomous items, differential item functioning DIF, and correspondance analysis. The book concludes with a discussion of how data simulation can be used to better understand the workings of a statistical method and assist researchers in deciding on the necessary sample size prior to collecting data. A mixture of independently developed R code along with available libraries for simulating latent models in R are provided so readers can use these simulations to analyze data using the methods introduced in the previous chapters. Intended for use in graduate or advanced undergraduate courses in latent variable modeling, factor analysis, structural equation modeling, item response theory, measurement, or multivariate statistics taught in psychology, education, human development, and social and health sciences, researchers in these fields also appreciate this book's practical approach. The book provides sufficient conceptual background information to serve as a standalone text. Familiarity with basic statistical concepts is assumed but basic knowledge of R is not. We Use Stock Images Because we have over 2 million items for sale we have to use stock images, this listing does not include the actual image of the item for sale. The purchase of this specific item is made with the understanding that the image shown in this listing is a stock image and not the actual item for sale. For example: some of our stock images include stickers, labels, price tags, hyper stickers, obi's, promotional messages, signatures and or writing which may not be available in the actual item. When possible we will add details of the items we are selling to help buyers know what is included in the item for sale. The details  are provided automatically  from our central master database and can sometimes be wrong. Books are released in many editions and variations, such as standard edition, re-issue, not for sale, promotional, special edition, limited edition, and many other editions and versions.  The Book you receive could be any of these editions or variations. If you are looking for a specific edition or version please contact us to verify what we are selling.   Gift IdeasThis is a  great Christmas gift idea.   Hours of ServiceWe have many warehouses,  some of the warehouses process orders seven days a week, but the Administration Support Staff are located at a head office location, outside of the warehouses, and typically work only Monday to Friday. Location ID 9000z iHaveit SKU ID 165859342
Price: 95.23 USD
Location: US
End Time: 2024-11-10T17:17:14.000Z
Shipping Cost: 0 USD
Product Images
Item Specifics
Restocking Fee: No
Return shipping will be paid by: Buyer
All returns accepted: Returns Accepted
Item must be returned within: 30 Days
Refund will be given as: Money Back
Fiction/Non-Fiction: Non-Fiction
Genre/Subject: PSYCHOLOGY / Statistics
Brand: Taylor & Francis Ltd
Weight: 0.6
Style: NA
Title: Latent Variable Modeling with R
Release Title: Latent Variable Modeling with R
Record Grading: New
Sleeve Grading: New
Platform: NA
Size: NA
Film/TV Title: Latent Variable Modeling with R
Colour: NA
Material: NA
Department: NA
Binding Type: Perfect
Main Stone: NA
Metal Purity: NA
Metal: NA
Connectivity: NA
Model: NA
Number of Pages: 322 Pages
Publication Name: Latent Variable Modeling with R
Language: English
Publisher: Routledge
Publication Year: 2015
Subject: Programming Languages / General, Probability & Statistics / Multivariate Analysis, Statistics
Item Height: 0.7 in
Item Weight: 21.7 Oz
Type: Textbook
Author: Brian F. French, W. Holmes Finch
Subject Area: Mathematics, Computers, Social Science, Education, Psychology
Item Length: 10 in
Item Width: 7 in
Format: Trade Paperback