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- Mplus 9 Statistical Analysis and Simulation Software
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類別Statistical Analysis Software
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介紹Mplus is a statistical modeling program that provides researchers with a flexible tool for analyzing their data. Mplus offers a wide range of models, estimators, and algorithms within a single program, featuring an easy-to-use interface and graphical displays of data and analysis results. Mplus supports the analysis of cross-sectional and longitudinal data, single-level and multilevel data, data from different populations with observed or unobserved heterogeneity, as well as data containing missing values.
Mplus 9 Statistical Analysis Simulation Software
• comprehensive data management capabilities allows users to
work with data without having to use other programs such as
SPSS®. Imports SPSS files.
• Added output features and a new Calculator for Latent
Transition Analysis that make it more convenient to interpret
analysis results especially when assessing effects of covariates
on transition probabilities. The Calculator is found in the Mplus
menu of the Mplus Editor.
• Simplified 3-step estimation for Latent Transition Analysis
described in Section 9 of revised Mplus Web Note 21
• Entropy for each latent class variable when there are multiple
latent class variables such as in Latent Transition Analysis
• Bayes estimation for the TYPE=IMPUTATION option of the
DATA command. This gives non-symmetric CIs with imputed
data.
• Speed improvement for Bayes estimation with count variables
• Multiple processor computation for Bayes estimation with logit
link for binary variables
• Saving of data sets and parameter estimates generated using
the BOOTSTRAP option of the ANALYSIS command.
• Scaling of sampling weights when the KNOWNCLASS option
of the VARIABLE command is used. This scales the weights to
the total number in each known class which is also what is
done using multiple-group analysis
System Requirements
Microsoft Windows 7/8/10
Mac OS X 10.11 or later
Linux 64-bit (tested on the following distributions: Ubuntu, RedHat, Fedora, Debian, and Gentoo)
RAM:
At least 1 GB of RAM
HD:
At least 120 MB of hard disk space
Mplus 9 Statistical Analysis and Simulation Software
New Features• Added output features and a new Latent Transition Analysis calculator to make interpretation of analysis results more convenient,
especially when evaluating the effects of covariates on transition probabilities. The calculator is available under the
Mplus menu in the Mplus Editor.
• Simplified 3-step estimation for Latent Transition Analysis as described in Section 9 of the revised Mplus Web Note 21.
• Entropy for each latent class variable when multiple latent class variables are present, such as in Latent Transition Analysis.
• Bayesian estimation for the TYPE=IMPUTATION option of the DATA command. This provides asymmetric confidence intervals (CIs) with
imputed data.
• Improved speed for Bayesian estimation with count variables
• Multiprocessor computation for Bayesian estimation with logit links for binary variables
• Save datasets and parameter estimates generated using the BOOTSTRAP option of the ANALYSIS command.
This helps diagnose problematic analyses identified by bootstrap plots.
• Scaling of sampling weights when using the KNOWNCLASS option of the VARIABLE command.
This scales the weights to the total number within each known class, as is also done in multiple-group analysis.
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