Analysis of Household Expenditures on Education in Semarang City, Indonesia Using Tobit Regression Model
Data on household expenditure for education is censored data. One method used to analyze this censored data is Tobit regression. Tobit regression changes the response variable which was originally a nominal scale into a mixed scale measurement. Tobit regression can overcome the non-biased categorica...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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EDP Sciences
2019-01-01
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| Series: | E3S Web of Conferences |
| Subjects: | |
| Online Access: | https://www.e3s-conferences.org/articles/e3sconf/pdf/2019/51/e3sconf_icenis2019_09016.pdf |
| _version_ | 1818368337759961088 |
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| author | Prahutama Alan Rusgiyono Agus Sudarno Mukid Moch. Abdul Widiharih Tatik |
| author_facet | Prahutama Alan Rusgiyono Agus Sudarno Mukid Moch. Abdul Widiharih Tatik |
| author_sort | Prahutama Alan |
| collection | DOAJ |
| description | Data on household expenditure for education is censored data. One method used to analyze this censored data is Tobit regression. Tobit regression changes the response variable which was originally a nominal scale into a mixed scale measurement. Tobit regression can overcome the non-biased categorical regression model. This study aims to analyze the factors that influence household expenditure on education in Semarang city. The dependent variable used in this study is household expenditure for education. The independent variables used include the Education of the Head of the Household, Occupation of the Head of the household, number of household members, Number of Working Household Members, the proportion of household members who attend school ≤ in Junior High School, Senior High School and College, food expenditure in households and regions. Based on the Tobit regression model obtained, the factors that influence household expenditure for education include the number of household members (ART), Number of Working Household Members, the proportion of household members who attend school ≤ in Junior High School, Senior High School and College, food expenditure in households. Generate market research especially in customer satisfaction. |
| first_indexed | 2024-12-13T23:06:21Z |
| format | Article |
| id | doaj.art-6c47fef68b034dc2969218f4200308b1 |
| institution | Directory Open Access Journal |
| issn | 2267-1242 |
| language | English |
| last_indexed | 2024-12-13T23:06:21Z |
| publishDate | 2019-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | E3S Web of Conferences |
| spelling | doaj.art-6c47fef68b034dc2969218f4200308b12022-12-21T23:28:16ZengEDP SciencesE3S Web of Conferences2267-12422019-01-011250901610.1051/e3sconf/201912509016e3sconf_icenis2019_09016Analysis of Household Expenditures on Education in Semarang City, Indonesia Using Tobit Regression ModelPrahutama Alan0Rusgiyono Agus1Sudarno2Mukid Moch. Abdul3Widiharih Tatik4Department of Statistics, Faculty of Science and Mathematics, Diponegoro UniversityDepartment of Statistics, Faculty of Science and Mathematics, Diponegoro UniversityDepartment of Statistics, Faculty of Science and Mathematics, Diponegoro UniversityDepartment of Statistics, Faculty of Science and Mathematics, Diponegoro UniversityDepartment of Statistics, Faculty of Science and Mathematics, Diponegoro UniversityData on household expenditure for education is censored data. One method used to analyze this censored data is Tobit regression. Tobit regression changes the response variable which was originally a nominal scale into a mixed scale measurement. Tobit regression can overcome the non-biased categorical regression model. This study aims to analyze the factors that influence household expenditure on education in Semarang city. The dependent variable used in this study is household expenditure for education. The independent variables used include the Education of the Head of the Household, Occupation of the Head of the household, number of household members, Number of Working Household Members, the proportion of household members who attend school ≤ in Junior High School, Senior High School and College, food expenditure in households and regions. Based on the Tobit regression model obtained, the factors that influence household expenditure for education include the number of household members (ART), Number of Working Household Members, the proportion of household members who attend school ≤ in Junior High School, Senior High School and College, food expenditure in households. Generate market research especially in customer satisfaction.https://www.e3s-conferences.org/articles/e3sconf/pdf/2019/51/e3sconf_icenis2019_09016.pdftobit regression modelhousehold expenditures on education |
| spellingShingle | Prahutama Alan Rusgiyono Agus Sudarno Mukid Moch. Abdul Widiharih Tatik Analysis of Household Expenditures on Education in Semarang City, Indonesia Using Tobit Regression Model E3S Web of Conferences tobit regression model household expenditures on education |
| title | Analysis of Household Expenditures on Education in Semarang City, Indonesia Using Tobit Regression Model |
| title_full | Analysis of Household Expenditures on Education in Semarang City, Indonesia Using Tobit Regression Model |
| title_fullStr | Analysis of Household Expenditures on Education in Semarang City, Indonesia Using Tobit Regression Model |
| title_full_unstemmed | Analysis of Household Expenditures on Education in Semarang City, Indonesia Using Tobit Regression Model |
| title_short | Analysis of Household Expenditures on Education in Semarang City, Indonesia Using Tobit Regression Model |
| title_sort | analysis of household expenditures on education in semarang city indonesia using tobit regression model |
| topic | tobit regression model household expenditures on education |
| url | https://www.e3s-conferences.org/articles/e3sconf/pdf/2019/51/e3sconf_icenis2019_09016.pdf |
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