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Image of ANALISIS FAKTOR-FAKTOR YANG MEMPENGARUHI JUMLAH KRIMINALITAS PENCURIAN DI PULAU SUMATERA TAHUN 2016-2021 MENGGUNAKAN REGRESI DATA PANEL

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ANALISIS FAKTOR-FAKTOR YANG MEMPENGARUHI JUMLAH KRIMINALITAS PENCURIAN DI PULAU SUMATERA TAHUN 2016-2021 MENGGUNAKAN REGRESI DATA PANEL

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Theft cases are the highest number of crimes in Indonesia, especially on Sumatra island which is the island with the highest theft rate. This study aims to determine the factors that have a significant effect on number of theft crime on the Sumatra island from 2016 to 2021 by using panel data regression. Panel data is a combination of cross section and time series data. The data used is secondary data obtained from Central Bureau of Statistics. Research variables include population density, average years of schooling, case completion rate, and number of drug abuse. The best model estimation was carried out for three models, including Common Effect Model (CEM), Fixed Effect Model (FEM), and Random Effect Model (REM). The selection of the best model of the three models was carried out through the Chow test, Hausman test, and Lagrange Multiplier test. The best model result is individual effect FEM with R^2 = 94.8%. After partial test, the variables that have significant effect on number of theft crime in Sumatera Island are average years of schooling (X2), case completion rate (X3), and number of drug abuse (X4). These independent variables have a negative influence on number of theft crime. The MAPE value of the best model is 23.15% which shows a feasible category.


Availability
Inventory Code Barcode Call Number Location Status
2407001281T140151T1401512024Central Library (References)Available but not for loan - Not for Loan
Detail Information
Series Title
-
Call Number
T1401512024
Publisher
Inderalaya : Prodi Ilmu Matematika, Fakultas Matematika dan Ilmu Pengetahuan Alam., 2024
Collation
xv, 61 hlm.; tab.; 29 cm.
Language
Indonesia
ISBN/ISSN
-
Classification
519.530 7
Content Type
Text
Media Type
-
Carrier Type
-
Edition
-
Subject(s)
regresi data panel
Prodi Ilmu Matematika
Matematika Statistikal
Specific Detail Info
-
Statement of Responsibility
MI
Other version/related

No other version available

File Attachment
  • ANALISIS FAKTOR-FAKTOR YANG MEMPENGARUHI JUMLAH KRIMINALITAS PENCURIAN DI PULAU SUMATERA TAHUN 2016-2021 MENGGUNAKAN REGRESI DATA PANEL
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