Setyowati, Dewi Wahyu (2020) Pemodelan Contraceptive Prevalence Rate (CPR) di Provinsi Sulawesi Selatan Menggunakan Regresi Nonparametrik Spline Truncated. Other thesis, Institut Teknologi Sepuluh Nopember.
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Abstract
Contraceptive Prevalence Rate (CPR) merupakan angka yang menunjukkan banyaknya pasangan usia subur yang sedang menggunakan kontrasepsi. Menurut World Population Data Sheet Tahun 2019 Indonesia merupakan negara yang memiliki jumlah penduduk terbanyak di antara negara ASEAN. Penelitian ini dilakukan menggunakan Regresi Nonparametrik Spline Truncated. Hal ini didasari karena pola yang terbentuk antar variabel prediktor dan variabel respon tidak mengikuti pola tertentu. Berdasarkan nilai GCV yang paling minimum, model terbaik adalah menggunakan kombinasi titik knot (3,3,3). Hasil pengujian signifikansi parameter menunjukkan bahwa seluruh variabel yang digunakan dalam penelitian berpengaruh signifikan terhadap persentase CPR di Sulawesi Selatan. Variabel yang digunakan dalam penelitian ini adalah jumlah penduduk miskin, persentase penduduk yang memiliki pendidikan ≤ SMA, dan persentase pengguna BPJS. Berdasarkan hasil pengujian asumsi residual disimpulkan semua asumsi terpenuhi dengan nilai koefisien determinasi dari model ini sama dengan 83,125%.
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Contraceptive Prevalence Rate (CPR) is a number that indicates total couples of childbearing age who are using contraception. According to World Population Data Sheet in 2019, Indonesia is a country which has the most population among ASEAN countries. This Research is is conducted using Spline Truncated Nonparametric Regression. This is caused by the formed pattern between predictor variables and response variables do not follow certain patterns. Based on the most minimum value of GCV, the best model is using knot point combination (3,3,3). The result of testing the significance of parameters shows that all the variables used in the research have a significant effect on the percentage of CPR in South Sulawesi. The variables used in this research are total poor population, percentage of population with last education ≤ Senior High School, and percentage of BPJS. Based on the result of testing residual assumptions, it can be concluded that all assumptions are fulfilled with the coefficient of determination from this model is same as 83,175%.
| Item Type: | Thesis (Other) |
|---|---|
| Additional Information: | RSSt 519.536 Set p-1 2020 |
| Uncontrolled Keywords: | CPR, GCV, Regresi Nonparametrik, Spline Truncated, Sulawesi Selatan ,Titik Knot |
| Subjects: | H Social Sciences > H Social Sciences (General) H Social Sciences > HA Statistics H Social Sciences > HA Statistics > HA29 Theory and method of social science statistics H Social Sciences > HA Statistics > HA31.7 Estimation H Social Sciences > HN Social history and conditions. Social problems. Social reform |
| Divisions: | Faculty of Science and Data Analytics (SCIENTICS) > Statistics > 49201-(S1) Undergraduate Thesis |
| Depositing User: | Dewi wahyu setyowati |
| Date Deposited: | 04 Jun 2024 10:22 |
| Last Modified: | 04 Jun 2024 10:22 |
| URI: | http://repository.its.ac.id/id/eprint/74143 |
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