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| Option | Type | Key Difference | |--------|------|----------------| | | Free, open-source | Similar GUI, Bayesian stats included | | Jamovi | Free, open-source | Built on R, intuitive like SPSS | | PSPP | Free, open-source | Aims to replicate SPSS interface and syntax | | R + RStudio | Free, open-source | Steeper learning curve, but infinitely more flexible | | SPSS Student Version | Paid but discounted | Limited to 50 variables / 1500 cases, often 12-month license |

P < 0.001.

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