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Missing at random (MAR) occurs when the missingness is not random, but where missingness can be fully accounted for by variables where there is complete information. [7] Since MAR is an assumption that is impossible to verify statistically, we must rely on its substantive reasonableness. [ 8 ]
One application of multilevel modeling (MLM) is the analysis of repeated measures data. Multilevel modeling for repeated measures data is most often discussed in the context of modeling change over time (i.e. growth curve modeling for longitudinal designs); however, it may also be used for repeated measures data in which time is not a factor.
SigmaStat – package for group analysis; Simul – econometric tool for multidimensional (multi-sectoral, multi-regional) modeling; SmartPLS – statistics package used in partial least squares path modeling (PLS) and PLS-based structural equation modeling; SOCR – online tools for teaching statistics and probability theory
Model checkers like FizzBee uses Starlark/Python as the modeling language. TLA+: General-purpose specification language based on the Temporal Logic of Actions, originally used for distributed and concurrent systems. The language for the specifications and their properties is the same.
Stata utilizes integer storage types which occupy only one or two bytes rather than four, and single-precision (4 bytes) rather than double-precision (8 bytes) is the default for floating-point numbers. Stata's proprietary output language is known as SMCL, which stands for Stata Markup and Control Language and is pronounced "smickle". [10]
They are a popular alternative to the likelihood-based generalized linear mixed model which is more at risk for consistency loss at variance structure specification. [5] The trade-off of variance-structure misspecification and consistent regression coefficient estimates is loss of efficiency, yielding inflated Wald test p-values as a result of ...
A general purpose discrete event modeling tool that uses a drag and drop interface and the C# programming language. May 20, 2019 [8] MS4 Modeling Environment: RTSync Corporation A general purpose DEVS methodology based software environment for discrete event and hybrid models. July 23, 2015 [9] Plant Simulation: Siemens PLM Software
The Toolkit for Conceptual Modeling (TCM) is a collection of software tools to present specifications of software systems in the form of diagrams, tables, trees, and the like. TCM offers editors for techniques used in Structured Analysis as well as editors for object-oriented (UML) techniques.