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@zaditprodakwah/analysis

v1.0.2

Published

12 days ago

Rasch PCM and CFA analysis scripts and exporters for StatsLab

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@zaditprodakwah/analysis

Pustaka skrip psikometri dan eksportir data analitik untuk ekosistem StatsLab R&D. Paket ini menyediakan antarmuka untuk berinteraksi dengan algoritma validitas instrumen pendidikan terbuka (Open Science).

Fitur Tersedia

exporter.ts: Modul Node.js untuk mengekstrak respons siswa dari Prisma Database menjadi format CSV Matriks (1/0) Rasch PCM dan berkas control (.ctl) untuk perangkat lunak Winsteps.
aiken-v.r: Skrip R untuk menghitung Content Validity Index dari panel pakar.
rasch-pcm.r: Skrip R (berbasis eRm/TAM) untuk pemodelan Rasch PCM.
cfa-lavaan.r: Skrip R (berbasis lavaan) untuk Confirmatory Factor Analysis.

Instalasi

npm install @zaditprodakwah/analysis

Penggunaan Modul Eksportir

import { exportRaschMatrix } from '@zaditprodakwah/analysis/src/exporter';

// Mengekspor matriks data dan menyimpannya di file CSV
await exportRaschMatrix(prismaClientInstance);

(Untuk skrip R, silakan eksekusi langsung dari folder node_modules/@zaditprodakwah/analysis/scripts/ menggunakan environment RStudio Anda).

Tentang StatsLab

StatsLab adalah repositori open-source berskala penelitian yang dikembangkan di Institut Al-Bahjah Cirebon. Untuk informasi lebih lanjut mengenai aplikasi utamanya, kunjungi repositori utama di GitHub (zaditprodakwah/statslab).