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Analsis Kejadian Bencana Alam di Kota Malang Tahun 2016-2025
1. Mendeskripsikan karakteristik kejadian bencana di Kota Malang tahun 2016–2025. 2. Mengidentifikasi pola distribusi, temporal, dan spasial kejadian bencana dengan fokus utama pada kejadian banjir. 3. Mengidentifikasi observasi ekstrem menggunakan metode IQR dan Z-score. 4. Memeriksa indikasi autokorelasi temporal menggunakan ACF dan autokorelasi spasial menggunakan Global Moran’s I.
Simple Linear Regression - Weight and Horsepower impacts on MPG
Utilizing the ISLR2 Car Database
Pengendalian Mutu Industri: Peta Kendali T² Hotelling dan Kapabilitas Proses
Analisis ini mencakup pengujian asumsi normalitas multivariat (Mardia test), uji dependensi Bartlett, peta kendali T^2 Hotelling observasi individual untuk mendeteksi anomali/out-of-control, serta evaluasi kapabilitas proses univariat dan multivariat terhadap spesifikasi standar industri.
DATA 624 Homework 1
PFS
Homework 3 - Statistics on Roulette
This is my homework upload for Module 4 Homework 3. Since I've been working in the casino field for 6 or so years, I wanted to take a look at the statistics of American Roulette.
Next-Word Prediction: Exploratory Analysis
Exploratory analysis of a 60,000-line text corpus and a trigram-based next-word predictor with bigram and unigram fallback.