Program Study of D-III Statistics: Recent submissions
Now showing items 21-40 of 144
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Implementasi Principal Component Analysis (PCA) pada K-Means untuk Klasterisasi Data Kelapa Sawit Berdasarkan Variabel Karakteristik Lingkungan
(Universitas Sumatera Utara, 2024)This research aims to cluster oil palm data based on environmental characteristics using Principal Component Analysis (PCA) and the K-Means algorithm. PCA is employed to reduce the dimensionality of environmental data ... -
Pemodelan Ketergantungan Curah Hujan terhadap Banyak Hari Hujan di Sumatera Utara dengan Kopula Gaussian
(Universitas Sumatera Utara, 2024)This research aims to model the dependence between rainfall and the number of rainy days in North Sumatra using the Gaussian copula approach. Copulas are functions that link marginal distributions with joint distributions, ... -
Penerapan Statistical Quality Control untuk Mengendalikan Jumlah Pengangguran di Sumatera Utara
(Universitas Sumatera Utara, 2024)Unemployment is one of the complex and persistent social and economic issues faced by both developing and developed countries. This research aims to apply the Statistical Quality Control (SQC) method to control the number ... -
Eksplorasi Pengelompokan Kota-Kota di Indonesia Berdasarkan Tingkat Inflasi Menggunakan Algoritma Clustering K-Means
(Universitas Sumatera Utara, 2024)Inflation is one of the crucial indicators in a country's economy, including Indonesia. To measure the inflation rate, an indicator called the Consumer Price Index (CPI) is used. The CPI is an index that calculates the ... -
Peramalan Rata Rata Pengeluaran Perkapita Bukan Makanan di Kabupaten Labuhan Batu, Labuhan Batu Selatan, Labuhan Batu Utara
(Universitas Sumatera Utara, 2024)Per Capita Expenditure is one of the indicators to measure the level of community welfare. Non-food Per Capita Expenditure includes all expenditures of the community other than food and drink. Labuhan Batu, Labuhan Batu ... -
Analisis Faktor - Faktor yang Mempengaruhi Tingkat Pengangguran Terbuka di Sumatera Utara Menggunakan Regresi Linier Berganda
(Universitas Sumatera Utara, 2024)North Sumatra faces unemployment challenges that could threaten economic and social stability. This research examines factors influencing the Open Unemployment Rate (TPT) in the region, aiming to provide insights for ... -
Perbandingan Ramalan Luas Panen Padi Berdasarkan Kabupaten Kota di Sumatera Utara
(Universitas Sumatera Utara, 2024)In order to enter food self-sufficiency, especially rice harvest, it is necessary to forecast the rice harvest area in North Sumatra based on Regency/City. The aim of this research is to compare the results of rice harvest ... -
Penerapan Metode Single Eksponensial Smoothing dan Least Square untuk Memprediksi Penjualan Produk Kopi di Mula Kopi Medan
(Universitas Sumatera Utara, 2024)Mula Kopi Medan is one of the business actors engaged in coffee shops. Sales fluctuations are a challenge for the management in providing raw material needs, this is due to the absence of forecasts for future sales. Single ... -
Penerapan Analisis Jalur terhadap Faktor-Faktor yang Mempengharui Keberhasilan UMKM Binaan Rumah BUMN Kota Medan
(Universitas Sumatera Utara, 2024)This research aims to determine the influence of factors that influence the success of Medan City BUMN Home-Business MSMEs. Rumah BUMN is a forum for BUMN collaborative steps in forming a Digital Economy Ecosystem ... -
Penerapan Principal Component Analysis (PCA) terhadap Faktor-Faktor yang Mempengaruhi Produksi Jagung di Kabupaten Deli Serdang pada Tahun 2005 Sampai 2023
(Universitas Sumatera Utara, 2024)Corn is a food crop that produces quite a lot of carbohydrates so it is widely used as a food ingredient and is widely needed by industry as well. In Deli Serdang Regency, some of the people make their living as corn ... -
Analisis Perbedaan Sentimen Ulasan Aplikasi E-Commerce Tokopedia dan Bukalapak di Google Play Store Menggunakan Uji Mann Whitney
(Universitas Sumatera Utara, 2024)E-commerce has become an integral part of the lifestyle of modern society. Seeing the growing development of e-commerce applications, companies need to know consumer perceptions about the usefulness of their own application ... -
Aplikasi Uji Kruskal-Wallis dalam Menentukan Ada Tidaknya Perbedaan Analisis Sentimen pada Blibli, Bukalapak, Lazada, dan Tokopedia
(Universitas Sumatera Utara, 2024)This increase has also encouraged the emergence of mobile e-commerce, which makes it easier for consumers to transact anytime and anywhere. However, obstacles in the operation of the application often hinder the buying and ... -
Analisis Faktor-Faktor yang Mempengaruhi Harga Beras di Indonesia Tahun 2013-2022 dengan Metode Regresi Linear Berganda
(Universitas Sumatera Utara, 2024)Rice is the majority staple food in Indonesian society. The amount of consumption year by year increases along with the population. The increase in the amount of consumption makes the price fluctuate so that the results ... -
Penerapan Principal Component Analysis (PCA) Berdasarkan Karekteristik Aliran Lalu Lintas untuk Memahami Kemacetan di Kota Medan
(Universitas Sumatera Utara, 2024)Traffic congestion is a major problem in many major cities in Indonesia. The main contributing factors to congestion include the growth in the number of vehicles that is not balanced with road infrastructure and the increase ... -
Penerapan Model Autoregressive Integrated Moving Average (ARIMA) pada Kondisi Kependudukan serta Pemerataan Daerah Kota Medan
(Universitas Sumatera Utara, 2024)A population is a group of individuals who join an area with the aim of settling. The number of residents in each region certainly has different numbers depending on the boundaries and maximum area of the area occupied. ... -
Analisis Faktor-Faktor yang Mempengaruhi Produksi Kopi Arabika di Desa Siharjulu Kecamatan Lintongnihuta Kabupaten Humbang Hasundutan Sumatera Utara
(Universitas Sumatera Utara, 2024)This study intends to ascertain the variables that affect coffee production in the Lintongnihuta District, Siharjulu Village, Humbang Hasundutan Regency. Additionally, it will analyze the effects of labor, capital, land ... -
Analisis Tingkat Curah Hujan dan Banyak Hari Hujan di Sampali Tahun 2020 – 2022 Menggunakan Pemodelan Copula Clayton Archimedian
(Universitas Sumatera Utara, 2024)Rainfall is an important parameter in various fields such as agriculture, hydrology, civil engineering, and disaster management. In the Sampali region of North Sumatra, an accurate understanding of rainfall patterns and ... -
Pengelompokan Tingkat Kualitas Pendidikan di Sumatera Utara Menggunakan Fuzzy C-Means dengan Google Colaboratory
(Universitas Sumatera Utara, 2024)Education is a vital aspect of regional development, closely related to social, economic, and cultural progress. In Indonesia, especially in North Sumatra, there is a significant disparity in educational quality that ... -
Penerapan Analisis Jalur terhadap Faktor- Faktor yang Mempengaruhi IPM di Provinsi Sumatera Utara pada Tahun 2023
(Universitas Sumatera Utara, 2024)The Human Development Index is a measure used to measure the achievement of human development in a region. Therefore, this research discusses the influence of Life Expectancy (UHH), Expected Years of Schooling (HLS), ... -
Implementasi Principal Component Analysis dalam Menganalisis Faktor-Faktor yang Mempengaruhi Indeks Pembangunan Manusia di Provinsi Sumatera Utara
(Universitas Sumatera Utara, 2024)This research aims to implement the Principal Component Analysis (PCA) method in analyzing the factors that influence the Human Development Index (HDI) in North Sumatra Province. Principal Component Analysis is a multivariate ...