Rayhan Aidifa Handoko 5003221136 ARIMA MODEL (2,1,0)(0,1,2)^12

Nama: Fikri Rizal Dhiya Ul Haq NRP: 5003221105 Kelas: Pengantar Analisis Deret Waktu Seasonal ARIMA model simulation using SARIMA(0,0,0)(2,1,0)^12

This interactive dashboard presents key performance indicators (KPIs) for a microfinance institution based on a sample of operational data from 2024. The analysis explores trends in membership growth, borrower activity, loan distribution, income and deposit balances, and portfolio at risk (PAR) across regions, provinces, and branches. The dashboard aims to support strategic decision-making by visualizing performance across time and geography. Data shown here is based on a 20% random sample of the full dataset to ensure compatibility with R Pubs and preserve privacy, while maintaining statistical representativeness.

Nama: Setiya Ilmi Mubarok NRP: 5003231035

Simulating SARIMA analysis from dataset that simulate ARIMA(0,0,4)(0,0,4)12 models. Models, Time Series Plot, ACF and PACF Plot, ADF Test, and Ljung-Box Test

Model ARIMA(0,0,4)(0,0,4)^12

Model Multinomial Logistic Regression (MNLR) dengan perlakuan tanpa PCA (Model terbaik)