Prof. Ir. Prof Ir Netti Herawati Msc Phd
Dosen · Program Studi S1 Matematika · Fakultas Matematika dan Ilmu Pengetahuan Alam
Kepakaran: komputasi statistik, biostatistika/biometri, dan analisis variansi dan regresi
nettiherawati.blog.unila.ac.idsinta: sinta.kemdiktisaintek.go.id/authors/profile/6169178Profil myUnila
Pengalaman
Profesor
Universitas Lampung
2023 – sekarang
Jabatan fungsional akademik
Lektor Kepala
Universitas Lampung
1990 – 2023
Jabatan fungsional akademik
Pendidikan
S1 — Universitas Lampung
Statistik
1986
Gelar: Ir
Keahlian
Bidang Keahlian
Publikasi
Scopus: h-index 6 · 429 sitasi. Google Scholar: h-index 11 · 1.115 sitasi. Menurut SINTA (Kemdiktisaintek), data per 26 Okt 2026. Sitasi per judul dari OpenAlex (CC0): 20 dari 76 publikasi terindeks.
Jurnal (66)
- 2026
Adaptive k-Nearest Neighbor Learning for Robust Modal Regression on Multimodal and Heavy-Tailed Data
Journal of Applied Data Sciences
- 2026Analysis of Factors Influencing Entrepreneurial Intention Through a Structural Equation Modeling – Partial Least Squares (Sem-Pls) Approach (tautan eksternal)
ISRG Journal of Multidisciplinary Studies (ISRGJMS)
- 2026
Application of inverse gausian IJSAS 6 Mei 2026
International Journal of Sustainable Applied Sciences (IJSAS)
- 2026
- 2026
- 2026
- 2026Performance of ML, Ridge and GRE IJRMA 2 Feb 2026 (tautan eksternal)
INTERNATIONAL JOURNAL OF MULTIDISCIPLINARY RESEARCH AND ANALYSIS
- 2026Robust Principal Component Regression with Wild Bootstrap for Handling Outliers, Multicollinearity, and Heteroskedasticity in Chronic Hepatitis B Data (tautan eksternal)
ISRG Journal of Multidisciplinary Studies (ISRGJMS)
- 2025Analysis of Zero Inflated Poisson Regression Model with A New Modified Bias Estimator on Tetanus Neonatorum Data in Bandar Lampung (tautan eksternal)
Global Academic and Scientific Journal of Multidisciplinary Studies (GASJMS)
- 2025Application of Structural Equation Modeling Method with Unweighted Least Square Parameter Estimation to Public Satisfaction Related to Samsat Service Bandar Lampung (tautan eksternal)
International Research Journal of Modernization in Engineering Technology and Science
- 2025
- 2025Clean and Healthy Living Behavior Factors That Influence Environmental-Based Diseases in Lampung Province, Indonesia: A SEM-DWLS Analysis (tautan eksternal)
Journal of Modern Applied Statistical Methods
- 2025Comparison of Setar and Lstar Models in Predicting Regular Conventional Gasoline Price Data (tautan eksternal)
International Journal of Multidisciplinary Research in Arts, Science and Technology
- 2025Differentiation of various estimators in handling multicollinearity in poisson regression model: Case study of infant mortality rate in East Nusa Tenggara Province, Indonesia (tautan eksternal)
International Journal of Multidisciplinary Trends
- 2025
Estimation of population density and detection of hot spot settlements in Bandar Lampung city, Indonesia
Multidisciplinary Science Journal
- 2025Performance of Beta Ridge Regression Estimator in Addressing Multicollinearity within Beta Distribution (tautan eksternal)
ISRG Journal of Multidisciplinary Studies (ISRGJMS)
- 2025Simulation of comparative study 1 April 2025 (tautan eksternal)
International Journal of Applied Science and Engineering Review (IJASER)
- 2025
Simulation Study of Modified Two-Parameter Liu Estimator (MTPLE) Method to Overcome Multicollinearity in The Poisson Regression Model
International Journal of Scientific Research and Modern Technology (IJSRMT)
- 2025Solving Multiccollinearity Using Elastic NET Principal Component Regression (Enpcr) and Sparse Principal Component Regression (tautan eksternal)
International Research Journal of Modernization in Engineering Technology and Science (IRJMETS)
- 2025Spatial Autoregressive Quantile Regression Model of Population in Central Kalimantan (tautan eksternal)
Global Academic and Scientific Journal of Multidisciplinary Studies (GASJMS)
- 2024Comparative Study in Addressing Multicollinearity Using Locally Compensated Ridge-Geographically Weighted Regression (Lcr-Gwr) and Geographically Weighted Lasso (GWL) (tautan eksternal)
International Journal of Applied Science and Engineering Review (IJASER) · 2 sitasi
- 2024
- 2024Comparison of MLE, Lasso, and LIU Estimator Methods to Overcome Multicollinearity in Multinomial Logistic Regression: Simulation Study (tautan eksternal)
Global Scientific and Academic Research Journal of Multidisciplinary Studies
- 2024Elastic-Net Method to Suppress the Presence of Multicollinearity in Dengue Fever Data in Indonesia (tautan eksternal)
International Journal of Multidisciplinary Research and Publications
- 2024Forecasting Solar Shortwave Radiation for Three Locations in Lampung Province Using Hybrid Gstarx-Svr (tautan eksternal)
Global Scientific and Academic Research Journal of Multidisciplinary Studies
- 2024Gated Recurrent Unit (GRU) Method in Predicting Stock Prices of PT Astra Agro Lestari Tbk. on the Indonesia Stock Exchange (IDX) (tautan eksternal)
ISRG Journal of Multidisciplinary Studies (ISRGJMS)
- 2024Geographically Weighted Panel Regression (GWPR) and Geographically and Temporally Weighted Regression (GTWR) Methods in the Influence of Factors Affecting the Minimum Wage of Each Province in Indonesia (tautan eksternal)
RESEARCH REVIEW International Journal of Multidisciplinary · 1 sitasi
- 2024
Hierarchical clustering analysis of human development index in Lampung Province
- 2024Logistic Smooth Transition Autoregressive (LSTAR) and Exponential Smooth Transition Autoregressive (ESTAR) Methods in Predicting the Exchange Rate of Farmers in Lampung Province, Indonesia (tautan eksternal)
INTERNATIONAL JOURNAL OF MULTIDISCIPLINARY RESEARCH AND ANALYSIS · 1 sitasi
- 2024
- 2024
- 2024Poisson Ridge Regression for Multicollinearity Data: Case Study of the Number of Maternal Deaths in Lampung Province, Indonesia (tautan eksternal)
International Journal of Innovative Research in Science,Engineering and Technology
- 2024Predicting Inflation Indonesia Using Nonlinear Time Series Model: A Comparative Study (tautan eksternal)
International Journal of Applied Science and Engineering Review (IJASER)
- 2024Study of Gated Recurrent Unit (GRU) and Extreme Gradient Boosting (XGBoost) Methods in Predicting the Closing Price of Garudafood Putra Putri Jaya Tbk., Indonesia (tautan eksternal)
International Journal of Multidisciplinary Research and Publications
- 2024
- 2024The Performance of Ridge Regression, LASSO, and Elastic-Net in Controlling Multicollinearity: A Simulation and Application (tautan eksternal)
Journal of modern applied statistical Methods · 22 sitasi
- 2023A High-Order Fuzzy Time Series Forecasting Method Based on an Intersection Operation for Forecasting USD Foreign Exchange Rate (tautan eksternal)
International Journal of Latest Engineering Research and Applications (IJLERA)
- 2023Environmental-based diseases of students in urban and rural areas, Lampung province, Indonesia (tautan eksternal)
International Journal of Innovative Research and Scientific Studies · 2 sitasi
- 2023
Kinerja Naive Nayes Classifier Pada Penyaringan Short Message Service (SMS) Spam
Jurnal Siger Matematika
- 2023
- 2023Overdispersion Data Modeling Cases of Filariasis in East Lampung Province, Indonesia (tautan eksternal)
International Journal of Innovative Science and Research Technology
- 2023
- 2022
Analisis Klaster untuk Data Kategorik Menggunakan Metode K-Modes (Studi Kasus: Data Pasien COVID-19 di RSUD Dr. H. Abdul Moeloek Provinsi Lampung)
Junal Siger Matematika
- 2022Convergence Rates of Maxima of Non-identical Sums (tautan eksternal)
Pak.j.stat.oper.res.
- 2022Implementation of K-Nearest Neighbors Algorithm on Regional Food Security Classification in Indonesia (tautan eksternal)
Journal of Modern Applied Statistical Methods
- 2022Nonparametric Modeling Using Kernel Method for the Estimation of the Covid-19 Data in Indonesia During 2020 (tautan eksternal)
International Journal of Mathematics Trends and Technology · 1 sitasi
- 2022
- 2022
- 2022Performance of High-Order Chen Fuzzy Time Series Forecasting Method and Feedforward Backpropagation Neural Network Method in Forecasting Composite Stock Price Index (tautan eksternal)
American Journal of Computational and Applied Mathematics
- 2022Ridge Least Absolute Deviation Performance in Addressing Multicollinearity and Different Levels of Outlier Simultaneously (tautan eksternal)
BAREKENG: Jurnal Ilmu Matematika dan Terapan
- 2022
- 2022
- 2021Modeling with generalized linear model on covid-19: Cases in Indonesia (tautan eksternal)
International Journal of Electronics and Communications System
- 2021Nonparametric Modeling Using Kernel Method for the Estimation of the Covid-19 Data in Indonesia During 2020 (tautan eksternal)
International Journal of Mathematics Trends and Technology · 1 sitasi
- 2021
- 2020Efektivitas Regresi Kuantil dalam Mengatasi Pontensial Pencilan (tautan eksternal)
BAREKENG: Jurnal Ilmu Matematika dan Terapan
- 2020Gamma and Lognormal in Generelized Linear Model Persfective (tautan eksternal)
International Journal of Innovative Research in Science, Engineering and Technology (IJIRSET)
- 2020Implementation of K-Nearest Neighbors Algorithm on Regional Food Security Classification in Indonesia. (tautan eksternal)
Journal of Modern Applied Statistical Methods
- 2020
- 2020Selecting the Method to Overcome Partial and Full Multicollinearity in Binary Logistic Model (tautan eksternal)
International Journal of statistics and Application
- 2020Smoking has physical and psychoactive effects, and heavy smoking is associated with depression (tautan eksternal)
Japanese Journal of Health and Human Ecology
- 2019Handling FULL Multicollinearity and Various Numbers of Outliers Using Robust Ridge Regression (tautan eksternal)
Science International Lahore
- 2019
Modeling Stock Return Data using Asymmetric Volatility Models: A Performance Comparison based on the Akaike Information Criterion and Schwarz Criterion
Journal of Engineering and Scientific Research 1 (1), 39-43
- 2018Regularized multiple regression methods to deal with severe multicollinearity (tautan eksternal)
International Journal of Statistics and Applications 8 (4), 167-172
- 2018Ridge Regression for Handling Different Levels Ofmulticollinearity (tautan eksternal)
Science International Lahore
- 2017
A robust procedure for GEE model
Far East Journal of Mathematical Sciences
Prosiding (5)
- 2024Structural equation modeling of student satisfaction on lecturer’s performance using diagonally weighted least square estimation (tautan eksternal)
AIP Conference Proceedings 2970 (1), 2024 — Prosiding seminar internasional
- 2022
Analisis Klaster Menggunakan Metode Fuzzy C-Means pada Data COVID-19 di Provinsi Lampung
SN-SMIAP — Prosiding seminar nasional
- 2022
- 2021
A Structural Equation Modeling of Factors Affecting Student Motivation in Thesis Preparation
Prosiding seminar internasional
- 2021
Robust Principal Component Trimmed Clustering of Indonesian Provinces Based on Human Development Index Indicators
Prosiding seminar internasional
Buku (1)
- 2025
Analisis Regresi: Teori dan Aplikasi SAS
Buku referensi — DEEPUBLISH (Anggota IKAPI (076/DIY/2012) )
HKI (4)
- 2023
Program kumputer: Pemodelan arima menggunakan program r untuk peramalan pengguna indihome di provinsi lampung tahun 2021.
HKI — Hak cipta nasional
- 2023
Program kumputer: Peramalan indeks harga konsumen (ihk) dengan metode double exponential smoothing menggunakan software r
HKI — Hak cipta nasional
- 2022
Program Komputer Klasterisasi Metode Average Linkage Menggunakan Software R untuk Pengelompokan Indikator Kesejahteraan Rakyat Kabupaten/Kota di Provinsi Lampung
HKI — Hak cipta nasional
- 2022
Program Komputer Pemodelan Regresi Linear Berganda Menggunakan Software R tentang Pengaruh Pertumbuhan Ekonomi, Tingkat Pengangguran, dan Indeks Pembangunan Manusia terhadap Kemiskinan di Kabupaten Pesawaran, Provinsi Lampung
HKI — Hak cipta nasional
Penelitian
- 2025
Konstruksi Spesifik Integrator Dan Visualisasi Trayektori Belahan Poincarè Dalam Menentukan Sifat-Sifat Kualitatif Suatu Model Plankton 4D
Penelitian Dana Lokal Perguruan Tinggi
- 2024
Laporan kemajuanPenelitian dasar Netti dkk 2024
- 2024
Laporan Kemajuan Penelitian terapan
- 2023
Laporan Akhir penelitian dasar Nov 2023
Penelitian Dana Lokal Perguruan Tinggi
- 2022
Laporan AKhir Penelitian Pasca Sarjana
Penelitian Dana Lokal Perguruan Tinggi
- 2022
Penelitian Dasar "IMPLEMENTASI MODEL PERSAMAAN TERSTRUKTUR PADA DATA SURVEY PERILAKU HIDUP BERSIH DAN SEHAT DI PROVINSI LAMPUNG"
Penelitian Dana Lokal Perguruan Tinggi
- 2021
LAporan Kemajuan Peneltiian Terapan "Implementasi metode cluster nonhierarki pada pemetaan sebvaran data COVID-I9 di Indonesia tahun 2020 "
- 2021
Peneltiian Terapan "Implementasi metode cluster nonhierarki pada pemetaan sebvaran data COVID-I9 di Indonesia tahun 2020 "
Penelitian Dana Lokal Perguruan Tinggi
- 2020
Pembandingkan Tingkat Presisi Dan Akurasi Model Gamma Dan Model Log-Normal Dalam Perspektif GLM
Pengabdian kepada Masyarakat
- 2025
Pelatihan Jarimatika dan infografis
- 2025
Pelatihan Statistika Deskriptif untuk Data Administratif Desa di Kecamatan Tanjung Raja Kabupaten Lampung Utara
- 2024
Pelatihan Survei Smart Village Menggunakan Microsoft Office dan Berbasis Digital dalam Pendataan Informasi Desa bagi Aparatudesa Hanura Kecamatan Teluk Pandan Kabupaten Pesawaran
Ipteks Bagi Wilayah
- 2023
Pelatihan Statistika Deskriptif untuk Data Administratif di Kecamatan Teluk Betung Barat Kota Bandar Lampung
- 2023
Nalisis Data Kependudukan dengan Statistika Deskriptif Menggunakan Microsoft Excel di Kecamatan Panjang Kota Bandar Lampung
- 2022
Pelatihan Teknik Survei Secara Langsung dan Survei Online Menggunakan Microsoft Office WORD dan Google FORM dalam Pendataan Infromasi Desa bagi Aparatur Desa/Kelurahan Karang Anyar Kecamatan Jati Agung Kabupaten Lampung Selatan
- 2021
Pelatihan Analisis Data Kesehatan dengan Statistika Deskriptif bagi Operator Kesehatan/Tenaga Kesehatan Puskesmas SE Kecamatan Teluk Betung Utara Kota Bandar Lampung
- 2021
Pengadbian kepada masyarakat
- 2015
Pemanfaatan Computer Assisted Instruction (CAI) Untuk Menngkatkan Pemahaman Statistika Guru
Ipteks
Pembicara / Narasumber
Statsitika deskriptif untuk administratur
2025Pelatihan Statistika Deskriptif untuk Data Administratif Desa di Kecamatan Tanjung Raja Kabupaten Lampung Utara · Jurusan Matematika FMIPA Unila · Daerah
Pelatihan infografis SDN Sindnag MArga lampung utara 31 Januari 2025
2025Jurusan Matematika FMIPA Unila · Daerah
Pelatihan Jarimatika dan soal HOTS
2025Pelatihan Pelatihan Jarimatika dan soal HOTS se kecematan Tanjung Raja · Jurusan Matematika FMIPA Unila · Daerah
Pelatihan Statistika Deskriptif 18 Januari 2025.
2025Jurusan Matematika FMIPA Unila · Lokal
Pelatitan analisis data desa suka sari 15 Januari 2025
2025Jurusan Matematika FMIPA Unila · Lokal
Pelatihan jarimatika Palas lamp selatan 6 Des 24
2024Jurusan Matematika FMIPA Unila · Lokal
Pelatihan Survei Kepuasan Pelayanan Masyarakat Desa
2024Pelatihan Survei Kepuasan Pelayanan Masyarakat Desa Hanura Pesawaran · Jurusan Matematika FMIPA Unila · Lokal
Pembuatan info grafis
2024Pelatihan Pembuatan Info Grafis Pekon se kecematan Way Krui Pesisir Barat · Jurusan Matematika FMIPA Unila · Daerah
Statsitika deskriptif untuk administratur
2024Pelatihan pmbuatan database dan administrasi Pekon sekecamatam way Krui Pesisir Barat · Jurusan Matematika FMIPA Unila · Daerah
Penghargaan
Penghargaan pencapaian Guru besar pada Dies FMIPA
2023Universitas Lampung · Lainnya
Sertifikat penghargaan pengabdian unggulan BLU Unila 2023
2023Universitas Lampung · Lainnya
Penghargaan penulis buku
2022Penerbit Deepublish · Nasional
Organisasi Profesi
IndoMS
2025 – 2026Anggota aktif · IndomS
international associations of engineering
2023 – 2035Anggota aktif · IAENG
IndoMS
2022 – 2024Anggota aktif · IndomS
The Japanese Society of Health and Human Ecology
2021 – 2022Anggota aktif · JHSSE
IndoMS
2020 – 2022Anggota aktif · IndomS
Sertifikasi
Pengajaran
| Mata Kuliah | Program Studi | SKS | Tahun Ajaran |
|---|---|---|---|
| Analisis Regresi | S1 Matematika | 3 | 2025/2026 Genap |
| Kapita Selekta Statistika | S1 Matematika | 3 | 2025/2026 Genap |
| Metodologi Penelitian dan Telaah Pustaka | S1 Matematika | 3 | 2025/2026 Genap |
| Metode Statistika | S1 Matematika | 3 | 2025/2026 Ganjil |
| Rancangan Percobaan | S1 Matematika, S1 Biologi | 3 | 2025/2026 Ganjil |
| Pengantar Teori Peluang | S1 Matematika | 3 | 2021/2022 Genap |
| Metodologi Penelitian | S1 Matematika | 3 | 2021/2022 Ganjil |
| Analisis Regresi Terapan | S1 Matematika | 3 | 2020/2021 Genap |
| Kajian Pendukung Disertasi 3 | S3 Matematika dan Ilmu Pengetahuan Alam | 2 | 2020/2021 Genap |
| Kajian Pendukung Disertasi 4 | S3 Matematika dan Ilmu Pengetahuan Alam | 2 | 2020/2021 Ganjil |
| Statistika Non Parametrik | S1 Matematika | 3 | 2020/2021 Ganjil |
| Statistika | S1 Agribisnis, S1 Kehutanan, S1 Teknik Pertanian, S1 Teknologi Hasil Pertanian, S1 Agroteknologi, S1 Biologi | 3 | 2014/2015 Ganjil |
| Statistika Dasar | S1 Teknik Pertanian, S1 Agribisnis, S1 Teknologi Hasil Pertanian, S1 Agroteknologi, S1 Budidaya Perairan | 3 | 2014/2015 Ganjil |
| Analis Regresi | S1 Matematika | 3 | 2011/2012 Ganjil |
| Bahasa Inggris untuk Komputasi | D3 Manajemen Informatika | 3 | 2010/2011 Genap |
| Teknik Penulisan Karya Ilmiah | D3 Manajemen Informatika | 2 | 2010/2011 Ganjil |
| Kewirausahaan | S1 Biologi, S1 Ilmu Komputer, S1 Matematika | 2 | 2009/2010 Genap |
| Biostatistik | S1 Kedokteran | 1 | 2009/2010 Ganjil |
| Statistiska Dasar | S1 Teknologi Hasil Pertanian | 3 | 2009/2010 Ganjil |
| Bahasa Inggris Komputer | D3 Manajemen Informatika | 3 | 2008/2009 Genap |
| Bahasa Inggris untuk Komputer | D3 Manajemen Informatika | 3 | 2005/2006 Genap |
| Kapita Selektamatematika | S1 Matematika | 2 | 2004/2005 Ganjil |
| Kerja Praktek | S1 Matematika | 3 | 2003/2004 Genap |
| Statistika I | S1 Agroteknologi | 3 | 2002/2003 Genap |
| Statistka I | S1 Peternakan | 3 | 2002/2003 Genap |