Nuha Nurfauziyyah, Yuliana Susanti, Isnandar Slamet

Pemodelan Regresi Robust Metode Estimasi Generalized Maximum Likelihood pada Negara Low Human Development

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Indeks Pembangunan Manusia (IPM) dibentuk sebagai parameter pembangunan suatu negara. Perhatian terhadap negara-negara yang termasuk ke dalam low huma...

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This study addresses a highly relevant issue by modeling the Human Development Index (IPM) in low human development countries, aligning with the criti...

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Georgi Borros, Şebnem Er, Sulaiman Salau

Computational methods for optimal stratified sampling of ECE outcomes, fees and household income in South Africa

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In South Africa, the country with the highest income inequality in the world and an unemployment rate of 32.9%, survey research forms a crucial enable...

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Muhammad Usman, Ria Hayatun Nur, Ana Uluwiyah, Eni Lestariningsih, Theresia Widji Astuti, Fathushahib Fathushahib, Heldi Hastriyandi, Sanusi Sanusi

Penerapan Small Area Estimation Berbasis Hierarchical Bayes untuk Estimasi Anak Tidak Sekolah di Provinsi Kalimantan Barat

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Penelitian ini bertujuan untuk mengestimasi persentase anak berusia 7–17 tahun yang tidak bersekolah pada tingkat kabupaten/kota di Provinsi Kalimanta...

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sahrul Sahrul, Lisa Virdinarti Putra, Sudarsono Sudarsono, Reza Fahlefi, Anton Afries Setyawan

Development of a Test Instrument to Measure Basic Concept Competence in Statistics Course

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This research aims to develop valid and reliable test instruments aligned with the learning outcomes of the statistics course. This test in...

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Siti Rafiah Rangkuti, Nurul Fadhillah, Rita Novita Sari, Klause Roder

IMPLEMENTATION OF PRINCIPAL COMPONENT ANALYSIS (PCA) IN DIMENSION REDUCTION BASED ON INDONESIAN HEALTH DATA

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Indonesian health data for 2024 has multidimensional characteristics with a large number of interconnected variables, leading to high complexity in th...

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This paper addresses a highly pertinent issue concerning the inherent complexity of contemporary health datasets, specifically focusing on Indonesian...

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Gladys Fouriza Ibanez, Giri Wahyu Wiriasto, Rosmaliati

Kombinasi Principal Component Analysis dengan Algoritma K-Means untuk Klasterisasi Data Stunting

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Dompu Regency in West Nusa Tenggara ranks as the fourth highest regency in terms of stunting prevalence among toddlers in the NTB province in 2022, wi...

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Reza Arianti, Khairil Anwar Notodiputro, Yenni Angraini

A Comparative Study of Generalized Linear Mixed Model and Mixed Effects Random Forest for Analyzing Data with Outliers

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This study compares MERF and GLMM-NB in analyzing hierarchical data and focusing on the role of residual outliers and the application of winsorization...

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Daniel CIUIU

MONTE CARLO AND NUMERICAL METHODS TO SOLVE THE TIME SERIES MODEL

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 In this paper we will solve the nonlinear system of equations in the parameters of the time series model by Monte Carlo methods and b...

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Meylita Sari

PENERAPAN GENERALIZED LINEAR MODEL DALAM MENANGANI OVERDISPERSI PADA DATA PENGANGGURAN DI INDONESIA

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Unemployment remains a major problem in Indonesia. In 2023, the open unemployment rate was recorded at 5.32%, or approximately 7.86 million people. Lo...

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This study presents a timely and relevant analysis of unemployment data in Indonesia, a persistent socio-economic challenge. The authors effectively i...

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Intan Juliana Panjaitan, Indahwati Indahwati, Farit Mochamad Afendi

Evaluasi Kinerja Metode CLARA dan FCM dalam Analisis Gerombol untuk Data Berjumlah Besar dengan Pencilan

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Analisis gerombol adalah suatu metode statistika yang mengidentifikasi gerombol objek berdasarkan karakteristik serupa. Masalah yang sering terjadi da...

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This study provides a timely evaluation of the performance of Clustering Large Applications (CLARA) and Fuzzy C-Means (FCM) methods for cluster analys...

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