Analisis K-Means Clustering Indikator Pertumbuhan Ekonomi di Provinsi Sumatera Utara 2023

Provides tools to compute the Redox Resilience Index (RRI), a composite metric designed to quantify holobiont-level resilience in soil–plant–microbiome systems. The framework integrates plant physiological traits, soil redox indicators, and microbial community features into a unified analytical pipeline. Multivariate indicators from each domain are reduced to normalized latent variables using dimension-reduction techniques such as principal component analysis, factor analysis, nonlinear embeddings, or network-based approaches. These domain-specific scores are then combined into an interpretable composite index representing system-level redox stability and recovery capacity. The package supports both snapshot and temporal experimental designs and includes simulated datasets for illustration, benchmarking, and testing.

Dokumen ini membahas analisis data kategori secara lengkap dalam 5 bagian: konsep dasar data kategori, cara membaca tabel kontingensi beserta distribusi peluangnya, ukuran asosiasi (Odds, Odds Ratio, Relative Risk) dengan rumus LaTeX, contoh perhitungan manual kasus merokok vs kanker paru, dan implementasi seluruh analisis menggunakan R dilengkapi visualisasi serta interpretasi hasil.

Dokumen ini membahas analisis data kategori secara lengkap dalam 5 bagian: konsep dasar data kategori, cara membaca tabel kontingensi beserta distribusi peluangnya, ukuran asosiasi (Odds, Odds Ratio, Relative Risk) dengan rumus LaTeX, contoh perhitungan manual kasus merokok vs kanker paru, dan implementasi seluruh analisis menggunakan R dilengkapi visualisasi serta interpretasi hasil.