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primary topic: Perbandingan Metode Penanganan Data Hilang Dan Peramalan Harga Telur Ayam Ras Dengan Autoregressive Integrated Moving Aeverage

Perbandingan Metode Penanganan Data Hilang Dan Peramalan Harga Telur Ayam Ras Dengan Autoregressive Integrated Moving Aeverage
type: Thesis
type: Article
abstract: Missing Data; Forecasting; Linear Interpolation; Simple Moving Average; ARIMA Fluctuations in the price of broiler eggs can have an impact on decreasing people's purchasing power, so a form of price control through forecasting is needed. The existence of missing data in broiler egg price data can interfere with the accuracy of forecasting results. This research is carried out in two stages. The first stage is handling missing data. Missing data handling is done by comparing two methods, namely the linear interpolation method and the simple moving average (SMA) method. The second stage is forecasting with the autoregressive integrated moving average (ARIMA) method. The objectives of this study are to handle missing data on the data of broiler egg prices with linear interpolation and SMA methods, evaluate the results of the comparison of missing data handling methods, forecast future broiler egg prices, and evaluate the results of forecasting. The data used is daily data on the price of broiler eggs in Bogor Regency / City in the period January 1, 2019, to December 31, 2023, as much as 1,826 data. The results of the comparison of missing data handling methods showed that the linear interpolation method is declared better with an accuracy value using MAPE of 0.005%. The results of forecasting the price of broiler eggs show that the forecasting results with the ARIMA (1,1,3) model follow the actual data pattern, with a MAPE accuracy value of 0.601%; it is stated that the forecasting performance has performed well. Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) Introduction Eggs are a very important source of animal protein and a staple for some people. The price of purebred chicken eggs in the Bogor Regency / City area tends to experience significant price changes. Based on information from the National Online Market Information System (2024) in 2019, the average price of purebred chicken eggs was recorded at Rp.24,091 per kilogram. In 2020, the average price o…
date: 2024-08-24
status: published
author list: authors
type: EPrint
type: ThesisEPrint
is part of: repository
has document: Perbandingan Metode Penanganan Data Hilang Dan Peramalan Harga Telur Ayam Ras Dengan Autoregressive Integrated Moving Aeverage (Text)
subject: Matematika

Perbandingan Metode Penanganan Data Hilang Dan Peramalan Harga Telur Ayam Ras Dengan Autoregressive Integrated Moving Aeverage (Text)
type: Document
has file: Skripsi_Shelly Selgiant Dion__064120015_Matematika.pdf
has part: Skripsi_Shelly Selgiant Dion__064120015_Matematika.pdf

Universitas Pakuan
type: Organization

Fakultas Matematika dan Pengetahuan Alam, Universitas Pakuan
type: Organization

Maya Widiyastiti
type: Person
given name: Maya
family name: Widiyastiti

Shelly Selgiant Dion
type: Person
given name: Shelly Selgiant
family name: Dion

Embay Rohaeti
type: Person
given name: Embay
family name: Rohaeti

Fakultas Matematika dan Ilmu Pnegetahuan Alam
type: Organization

Program Studi Matematika
type: Organization

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primary topic: Perbandingan Metode Penanganan Data Hilang Dan Peramalan Harga Telur Ayam Ras Dengan Autoregressive Integrated Moving Aeverage

Matematika
type: Concept