描述
LISREL for Windows – A brief overview
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During the last forty five years, the LISREL model, methods and software have become synonymous with structural equation modeling (SEM). SEM allows researchers in the social sciences, management sciences, behavioral sciences, biological sciences, educational sciences and other fields to empirically assess their theories. These theories are usually formulated as theoretical models for observed and latent (unobservable) variables. If data are collected for the observed variables of the theoretical model, the LISREL program can be used to fit the model to the data. Today, however, LISREL for Windows is no longer limited to SEM. The latest LISREL for Windows includes the following statistical applications.
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The 32-bit application LISREL is intended for:
- Standard structural equation modeling
- Multilevel structural equation modeling
These methods are available for the following data types:
- Complete and incomplete complex survey data on categorical and continuous variables
- Complete and incomplete simple random sample data on categorical and continuous variables
PRELIS is a 32-bit application which can be used for:
- Data manipulation
- Data transformation
- Data generatiion
- Computing moment matrices
- Computing asymptotic covariance matrices of sample moments
- Imputation by matching
- Multiple imputation
- Multiple linear regression
- Logistic regression
- Univariate and multivariate censored regression
- ML and MINRES exploratory factor analysis
MULTILEV fits multilevel linear and nonlinear models to multilevel data from simple random and complex survey designs. It allows for models with continuous and categorical response variables.
SURVEYGLIM fits Generalized LInear Models (GLIMs) to data from simple random and complex survey designs.
Models for the following sampling distributions are available.
- Multinomial
- Bernoulli
- Binomial
- Negative Binomial
- Poisson
- Normal
- Gamma
- Inverse Gaussian
MAPGLIM implements the Maximum A Priori (MAP) method to fit generalized linear models to multilevel data.
- A review of the book Multivariate Analysis with LISREL is now available.
- A free trial license for LISREL 9.30 for Windows is now available.
- The free Student edition of LISREL 9.30 for Windows is now available.
- LISREL 9.30 for Windows (free upgrade for LISREL 9.10 and 9.20 for Windows) is now available.
- Multivariate Analysis with LISREL by Karl G Jöreskog, Ulf H. Olsson and Fan Y. Wallentin is now available.
- The third edition of A Beginner’s Guide to Structural Equation Modeling by Randall E. Schumacker and Richard G. Lomax is now available.
- A book featuring LISREL in Chinese: Structural Equation Modeling Theory and Application.
- A book featuring LISREL in the Indonesian language: Structural Equation Modeling with LISREL 8.8 by Setyo Wari Wijanto.
- A book featuring LISREL: Structural equation modeling: a second course.
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LISREL 9.2 被公認為最為專業的結構方程建模 (Structural Equation Modeling, 簡稱 SEM) 分析工具。通過運用路徑圖 (Path Diagram，又稱通徑圖)直觀地構造結構模型是LISREL的一個重要特點。經過30多年的完善和發展，該軟體已不僅僅局限于對結構方程模型的處理。在LISREL 8.8中，該套裝軟體包括以下功能。新增了多層次分析(Multilevel Modeling) 、廣義線性模型 (Generalized Linear Regression, 又稱通用線性模型)等功能。
- LISREL 用於處理結構方程模型(structural equation modeling)。
- PRELIS 用於基本的資料處理和簡單的統計分析。
- MULTILEV 用於線性和非線性階層模型分析(hierarchical linear and non-linear modeling)。
- SURVEYGLIM 用於廣義線性模型(generalized linear modeling)的分析和處理。.
- MAPGLIM 用於廣義分層線性模型(generalized linear modeling for multilevel data)的處理。
- CATFIRM 用於順序因變數的formative inference-based recursive模型處理。
- CONFIRM 用於連續因變數的 formative inference-based recursive模型處理。
