QMI Tool Suite
A single workspace for literacy metrics, assessment, clustering, SEM modeling, latent score design, and quantile analysis. Each tool keeps its original workflow, now gathered under one cohesive site.
Assessment
The AAL
A specially developed screener to assess literacy skills of students from the 3rd to the 12th grade.
Choose a grade level and assessment type, complete 3-4 tasks, then view and export scores and results.
Assessment
Pre K Assessment
Early literacy assessment with the original child-friendly interface.
Set up a student session, choose forms and tasks, administer items, and export results.
Literacy Metrics
Beacon Insights
Screening and growth index calculator for student-risk movement.
Enter student rows, classify risk movement, and review the maintained or improved risk indices.
Assessment
CBM at Home
At-home curriculum-based measurement flow for literacy screening.
Choose a grade, follow testing guidance, score the probe, and review parent resources.
Modeling
Latent Score Design
Dashboard for latent growth and latent change score model exploration.
Configure data, compare model families, and inspect trajectories and fit summaries.
Regression
Quantile Analysis
Quantile regression analysis, plotting, and export workspace.
Configure variables, estimate selected quantiles, save plots, and export graphics.
Exploratory Analysis
Cluster Dynamics
K-means clustering workspace with sample and uploaded datasets.
Tune cluster counts, standardization, PCA projection, and silhouette summaries.
Modeling
n-Level SEM
Browser-based structural equation modeling builder for nested data.
Load datasets, map observed and latent variables, edit SEM matrices, and fit models.







