Pemodelan geographically weighted regression menggunakan pembobot kernel fixed dan adaptive pada kasus tingkat pengangguran terbuka di Indonesia

MR Ramadayani - 2021 - repository.unj.ac.id
Tingkat Pengangguran Terbuka (TPT) merupakan indikator untuk meng ukur angka
pengangguran menurut konsep ketenagakerjaan. Jumlah TPT mengalami peningkatan …

Data Mining & Analytic Forecasting Indeks Standar Pencemar Udara Jakarta Menggunakan Metode Linear Regression (Studi Kasus: Dataset Indeks Standar …

MA Latief, Y Karyanti - Journal of Social Research, 2022 - ijsr.internationaljournallabs.com
Pencemaran udara merupakan hal yang harus diperhatikan saat ini. Besarnya partikel dan
gas yang beracun di udara sudah melewati batasan yang cukup besar diberbagai negara …

LR-GLASSO Method for Solving Multiple Explanatory Variables of the Village Development Index

M Yunus, AM Soleh, A Saefuddin - Jurnal RESTI (Rekayasa …, 2024 - jurnal.iaii.or.id
Abstract Sustainable Development Goals (SDGs) are developments that maintain
sustainable improvement in society's economic, social, and environmental welfare …

[PDF][PDF] Characteristics of group LASSO in handling high correlated data

M Yunus, A Saefuddin, AM Soleh - Applied Mathematical Sciences, 2017 - m-hikari.com
Problems of high correlated data in a linear regression can not be handled directly by
standard methods of parameter estimation such as the least squares (LS). Lasso technique …

Handling Multicollinearity Problems in Indonesia's Economic Growth Regression Modeling Based on Endogenous Economic Growth Theory: Penanganan Masalah …

A Yanke, NE Zendrato… - Indonesian Journal of …, 2022 - journal-stats.ipb.ac.id
One of the multiple linear regression applications in economics is Indonesia's economic
growth model based on the theory of endogenous economic growth. Endogenous economic …

Penerapan analisis LASSO dan Group LASSO dalam mengidentifikasi faktor-faktor yang berhubungan dengan tuberkulosis di Jawa Barat

S Chen, KA Notodiputro… - Indonesian Journal of …, 2020 - journal-stats.ipb.ac.id
Tuberculosis is the deadliest infectious disease in Indonesia, and West Java is a province
with the largest number of tuberculosis cases in Indonesia. This research was conducted to …

The group selection of variables that effected science scores of Indonesia's Pisa using group LASSO

VM Santi, R Hayati, B Sumargo - AIP Conference Proceedings, 2024 - pubs.aip.org
Scientific literacy is a person's ability to apply knowledge and develop a reflective mindset
so that they can participate in overcoming issues and ideas related to science. The quality of …

Selection of variables based on nonconcave penalized likelihood using lasso, elastic net, and SCAD method

F Diwidian, KA Notodiputro, B Sartono - AIP Conference Proceedings, 2024 - pubs.aip.org
Variable selection is essential in linear regression analysis to improve predictability and
select significant variables. Estimating the regression coefficient on high-dimensional data …

Lasso technique application in stock market modelling: An empirical evidence in indonesia

B Setiawan - … International Journal of Dynamic Economics and …, 2018 - sijdeb.unsri.ac.id
The stock market has captured the attention of many investor communities and scholars. It
has become one of the most crucial aspects of a modern market economy. This study aims …

Unordered Features Selection of Low Birth WeightDatain Indonesiausing the LASSO and Fused LASSO Techniques

Y Kurniawati, KA Notodiputro, B Sartono - 2020 - books.google.com
This paper aims to analyze the Low Birth Weight (LBW) data of infants in Indonesia by using
the LASSO and Fused LASSO techniques. Fused LASSO is usually used to select …