Perbandingan Regresi Ridge dan LASSO dalam Pemilihan Variabel dan Prediksi Keluarga Berisiko Stunting di Sumatera Barat

Berliana Nofriadi, Syafriandi Syafriandi, Yenni Kurniawati

Keywords


Regularized Regression; LASSO Regression; Multicollinearity; Count Data; Stunting Risk Families.

Full Text:

PDF

References


Andana, A. P., Safitri, D., & Rusgiyono, A. (2017). Model Regresi Menggunakan Least Absolute Shrinkage And Selection Operator (Lasso) Pada Data Banyaknya Gizi Buruk Kabupaten/Kota Di Jawa Tengah. Jurnal Gaussian, 6(1), 22–30. https://doi.org/-10.14710/j.gauss.6.1.21-30

Angka Prevalensi Stunting Di Sumbar Turun Jadi 23,6 Persen (2024).

BKKBN. (2024). Sistem Informasi Keluarga (SIGA). BKKBN. https://siga.bkkbn.go.id/

Efron, B., & Tibshirani, R. J. (1993). An Introduction to the Bootstrap. In Chapman & Hall/CRC (1st ed.). https://doi.org/10.1007/978-0-387-32833-1_125

Gujarati, N., D., & Porter, D. C. (2008). Basic Econometrics (5th ed.). McGraw-Hill School Education Group.

James, G., Witten, D., Hastie, T., & Tibshirani, R. (2013). Springer Texts in Statistics An Introduction to Statistical Learning - with Applications in R.

Mengenal Stunting Dan Gizi Buruk (2018). https://promkes.kemkes.go.id/?p=8486#:~:-text=Permasalahan stunting terjadi mulai dari,obesitas dan kematian akibat infeksi.&text=Situs Adoption Nutrition menyebutkan%2C stunting,di awal kehidupan seorang anak.

Pham, H. (2019). A new criterion for model selection. Mathematics, 7(12), 1–12. https://-doi.org/10.3390/MATH7121215

Rencher, C., A., Schaalje, & Bruce, G. (2008). Linear Models in Statistics. Wiley-Interscience.

SSGI 2024: Prevalensi Stunting Nasional Turun Menjadi 19,8% (2025). https://www.-badankebijakan.kemkes.go.id/ssgi-2024-prevalensi-stunting-nasional-turun-menjadi-198/

Tibshirani, R. (1996). Regression Shrinkage and Selection Via the Lasso. Journal of the Royal Statistical Society: Series B (Methodological), 58(1), 267–288. https://doi.org/https://-id.welib.org/md5/c5f8a4bd73e650d0f573423cc6f1ef83#




DOI: https://doi.org/10.26877/imajiner.v8i1.26124

Refbacks

  • There are currently no refbacks.


View My Stats

Barcode ISSN Imajiner: Jurnal Matematika dan Pendidikan Matematika

Imajiner: Jurnal Matematika dan Pendidikan Matematika  telah terindeks pada:

           

Creative Commons License

Imajiner: Jurnal Matematika dan Pendidikan Matematika  by  Program Studi Pendidikan Matematika Universitas PGRI Semarang  is licensed under a  Creative Commons Attribution-ShareAlike 4.0 International License.
Based on a work at  http://journal.upgris.ac.id/index.php/imajiner.