Search Results - "Sartono, Bagus"

Model averaging in calibration of near-infrared instruments with correlated high-dimensional data by Salaki, Deiby Tineke, Kurnia, Anang, Sartono, Bagus, Mangku, I Wayan, Gusnanto, Arief

“…Model averaging (MA) is a modelling strategy where the uncertainty in the configuration of selected variables is taken into account by weight-combining each…”
Get full text

Bias correction and ensemble techniques in statistical downscaling model for rainfall prediction using Tweedie-LASSO in West Java, Indonesia by DEWANTI, DHEA, DJURAIDAH, ANIK, SARTONO, BAGUS, SOPAHELUWAKAN, ARDHASENA

“…Rainfall is a climate element with high variations in space and time scales, so it is not easy to predict. One way to predict rainfall is statistical…”
Get full text

The Role of 7P Marketing Mix toward Consumer Satisfaction and Loyalty of XYZ Beauty Clinic by Alwinie, Ade Agusti, Nurhayati, Popong, Sartono, Bagus

“…The XYZ Beauty Clinic has many branches throughout Indonesia, including the Metropolitan Mall (MM) Bekasi branch, which has been established since 2011. Over…”
Get full text

COMPARISON OF LOGISTIC MODEL TREE AND RANDOM FOREST ON CLASSIFICATION FOR POVERTY IN INDONESIA by Sukarna, Sukarna, Notodiputro, Khairil Anwar, Sartono, Bagus

“…Classification methods are commonly employed to ensure homogeneous data within each group, facilitating the prediction of specific categories. The most…”
Get full text

Studi bibliometrik tentang trend penelitian restrukturisasi organisasi riset menggunakan VOSviewer by Aulia, Nur, Cahyadi, Eko Ruddy, Sartono, Bagus

“…Introduction. The development of organizational restructuring has growth rapidly. The research aims to see and find out the development of research trends on…”
Get full text

Does Subjective Well-Being and Perceived Organizational Can Support Startup Employees’ Performance During Hybrid Workforce Era? by Iman, Mutiara Nurul, Sartono, Bagus, Sukmawati, Anggraini

“…The hybrid workforce is a combined work from an office and remote working implemented by many companies after the pandemic subsided. This study analyzed the…”
Get full text

Effect of Product Attributes, Promotions, and Motivation on Subsidized Home Buying Decisions by Jaelani, Raditya, Yuliati, Lilik Noor, Sartono, Bagus

“…Subsidized housing is a government program with the aim of meeting the housing needs of low-income peoplewhere subsidies or housing financing assistance are in…”
Get full text

Study on the performance of Robust LASSO in determining important variables data with outliers by ROCHYATI, ROCHYATI, SADIK, KUSMAN, SARTONO, BAGUS, PURNANINGRUM, EVITA

“…A variable selection method is required to deal with regression models with many variables, and LASSO has been the most widely used methodology.  However, as…”
Get full text

Childhood stunting in Indonesia: assessing the performance of Bayesian spatial conditional autoregressive models by Aswi, Aswi, Rahardiantoro, Septian, Kurnia, Anang, Sartono, Bagus, Handayani, Dian, Nurwan, Nurwan, Cramb, Susanna

“…Stunting continues to be a significant health issue, particularly in developing nations, with Indonesia ranking third in prevalence in Southeast Asia. This…”
Get full text

Investigating The Asymmetric Effect of Food Commodity Price on The Volatility in Indonesia by Sari, Linda Karlina, Achsani, Noer Azam, Sartono, Bagus, Anggraeni, Lukytawati

“…Volatility can be measured, but in fact, there is still frequent debate over the selection of precise measurements in describing volatility. In Indonesia, the…”
Get full text

Rainfall modeling with CMIP6-DCPP outputs and local characteristic information using eigenvector spatial filtering varying coefficient (ESF-VC) by MAHKYA, DANI AL, DJURAIDAH, ANIK, WIGENA, AJI HAMIM, SARTONO, BAGUS

“…Estimating rainfall at a point or region is difficult because complex factors affect rainfall.  A helpful strategy is to utilize the GCM output information…”
Get full text

EXTRA TREES METHOD FOR STOCK PRICE FORECASTING WITH ROLLING ORIGIN ACCURACY EVALUATION by Mahkya, Dani Al, Notodiputro, Khairil Anwar, Sartono, Bagus

“…Stock is an investment instrument that has risk in its management. One effort to minimize this risk is to model and make further forecasts of stock price…”
Get full text

Technical Analysis of the Indonesian Stock Market with Gated Recurrent Unit and Temporal Convolutional Network by Aisyah, Siti, Angraini, Yenni, Sadik, Kusman, Sartono, Bagus, Dito, Gerry Alfa

“…Big data is essential in the age of 4.0 industry as it becomes the basis of decision making. Deep learning research in the last few years has been proven…”
Get full text

Implementation of Winsorizing and random oversampling on data containing outliers and unbalanced data with the random forest classification method by ZUBEDI, FAHREZAL, SARTONO, BAGUS, NOTODIPUTRO, KHAIRIL ANWAR

“…Many researchers conduct research using the classification method, to find out the best method for predicting the class of an observation. Some of these…”
Get full text

A STUDY OF GENERALIZED LINEAR MIXED MODEL FOR COUNT DATA USING HIERARCHICAL BAYES METHOD by Sunandi, Etis, Notodiputro, Khairil Anwar, Sartono, Bagus

“…Poisson Log-Normal Model is one of the hierarchical mixed models that can be used for count data. Several estimation methods can be used to estimate the model…”
Get full text

Pemodelan topik pada dokumen paten terkait pupuk di Indonesia berbasis Latent Dirichlet Allocation by Yaman, Aris, Sartono, Bagus, M. Soleh, Agus

“…Introduction. Fertilizer is one of the most important production factors in the world of agriculture. It is crucial to increase the capacity of technology…”
Get full text

A Combination of Generalized Linear Mixed Model and LASSO Methods for Estimating Number of Patients Covid 19 in the Intensive Care Units by Dwinata, Alona, Notodiputro, Khairil Anwar, Sartono, Bagus

“…Generalized linear mixed models (GLMM) combined with the L1 penalty (Least Absolute Shrinkage and Selection Operator/LASSO) is called LASSO GLMM. LASSO GLMM…”
Get full text

Performance of LAD-LASSO and WLAD-LASSO on High Dimensional Regression in Handling Data Containing Outliers by Cahya, Septa Dwi, Sartono, Bagus, Indahwati, Indahwati, Purnaningrum, Evita

“…In several research areas, it is common to have a dataset with more explanatory variables than the number of observations, called high-dimensional data. This…”
Get full text

Application of SHAP on CatBoost classification for identification of variabels characterizing food insecurity occurrences in Aceh Province households by SUBIANTO, MUHAMMAD, ULYA, INA YATUL, RAMADHANI, EVI, SARTONO, BAGUS, HADI, ALFIAN FUTUHUL

“…Classification is the process of building a model that can distinguish between different classes of data. The model aims to predict the class of testing data…”
Get full text

A generalized linear mixed model for understanding determinant factors of student's interest in pursuing bachelor's degree at Universitas Syiah Kuala by RUSYANA, ASEP, NOTODIPUTRO, KHAIRIL ANWAR, SARTONO, BAGUS

“…Generalized Linear Mixed Model (GLMM) is a framework that has a response variable, fixed effects, and random effects. The response variable comes from an…”
Get full text