Mplus Reviews Jun 2026

Mplus is a for latent variable analysis. It is not a general-purpose spreadsheet or data management tool like Excel or SPSS. You must prepare your data elsewhere (usually in CSV or DAT files) and then write a command file telling Mplus how to analyze it.

Data missingness is the bane of a researcher's existence. Mplus reviews consistently applaud the software’s default use of Full Information Maximum Likelihood (FIML). This method uses all available data to estimate parameters, providing more accurate results than traditional listwise deletion. Users appreciate that this advanced handling is built into the core of the engine, rather than being an add-on. mplus reviews

: While it does offer some graphical displays, many users find the native plotting capabilities basic compared to R's Mplus is a for latent variable analysis

One of the most praised features is the program's flexibility. Mplus allows researchers to combine different types of models in a single analysis. For example, a researcher can combine a factor analysis model with a growth model and a survival analysis simultaneously. Users frequently note that if a model can be conceptualized in statistical theory, Mplus is almost certainly capable of running it. Data missingness is the bane of a researcher's existence