Alternatives to Stata

{"intro": "Stata combines data management, visualization, statistical testing, reporting, and reproducibility in one desktop application. Researchers can use regression, time-series, panel-data, survival, causal, Bayesian, and machine-learning methods, with scripting, database connections, broad imports, and exports for reports and graphs. It runs on Linux, macOS, and Windows. A free plan and trial are available, while paid access starts at $175/user/yr; Stata also states that there are no extra modules or hidden costs.\n\nYou might still seek another tool for a free or open-source workflow, web deployment, a different price, or a narrower modeling focus. Platform availability matters: several alternatives add web access, while others run only on Windows or desktop systems. Compare the statistical methods, scripting, Bayesian support, and data formats you need. Also consider whether you need Stata’s combined reporting and data-management workflow, or whether a simpler interface, specialized latent-variable modeling, or built-in procedures better matches your work.", "rows": [{"ref": "sw:jamovi", "name": "jamovi", "best_for": "Free, open-source analysis across desktop and web", "pricing": "Free plan", "key_difference": "jamovi is free and open source, with web deployment and imports for SPSS, SAS, Stata, CSV, and Excel.", "choose_when": "Choose it when zero cost, open-source access, or browser deployment matters more than Stata’s broader integrated workflow."}, {"ref": "sw:sas-stat", "name": "SAS/STAT", "best_for": "Validated procedures and high-performance statistical modeling", "pricing": "Pricing on request", "key_difference": "SAS/STAT offers more than 100 prewritten procedures, hundreds of customizable charts, and deployment across desktop, web, and self-hosted environments.", "choose_when": "Choose it when validated procedures, high-performance modeling, or web and self-hosted deployment fit your organization better."}, {"ref": "sw:eviews", "name": "EViews", "best_for": "Econometric analysis with broad data imports", "pricing": "Free plan; paid from $700; 30-day trial", "key_difference": "EViews supports macOS and Windows desktop deployment with a free plan, paid access from $700, and imports including Tableau, ODBC, and Access.", "choose_when": "Choose it when EViews’ free option, econometric focus, or specific import formats suit your work."}, {"ref": "sw:ibm-spss-statistics", "name": "IBM SPSS Statistics", "best_for": "Predictive modeling and automated statistical analysis", "pricing": "From $99/user; 14-day trial", "key_difference": "IBM SPSS Statistics starts at $99/user, lacks a free plan, and emphasizes predictive modeling, forecasting, data preparation, and automated analysis.", "choose_when": "Choose it when automated analysis, forecasting, or the lower starting price outweighs Stata’s free plan and broader documented workflow."}, {"ref": "sw:jasp", "name": "JASP", "best_for": "Free Bayesian and frequentist analysis with many imports", "pricing": "Free plan", "key_difference": "JASP is free and imports formats including Stata, SPSS, SAS, R, and multiple spreadsheet and text types.", "choose_when": "Choose it when a free desktop tool with Bayesian analysis and extensive import coverage is sufficient."}, {"ref": "sw:graphpad-prism", "name": "GraphPad Prism", "best_for": "Paid desktop analysis on macOS or Windows", "pricing": "From $142/user/yr; free trial", "key_difference": "GraphPad Prism starts at $142/user/yr, runs on macOS and Windows, and imports Excel, CSV, TXT, DAT, and PRN files.", "choose_when": "Choose it when its lower starting price and focused desktop availability fit your analysis and data sources."}, {"ref": "sw:latentgold", "name": "LatentGOLD", "best_for": "Latent-variable, mixture, segmentation, and choice modeling", "pricing": "Free plan; paid from €45/user/yr; 14-day trial", "key_difference": "LatentGOLD focuses on latent class, latent profile, finite mixture, choice, segmentation, clustering, and advanced latent-variable modeling.", "choose_when": "Choose it when specialized latent-variable or mixture modeling matters more than Stata’s broader statistical platform."}]}