Prof. Drs. Mustofa, Ma.ph.d
Dosen · Program Studi S3 Matematika dan Ilmu Pengetahuan Alam · Fakultas Matematika dan Ilmu Pengetahuan Alam
Kepakaran: analisis data
mustofa.blog.unila.ac.idsinta: sinta.kemdiktisaintek.go.id/authors/profile/6166055Profil myUnila
Pengalaman
Profesor
Universitas Lampung
2017 – sekarang
Jabatan fungsional akademik
Lektor Kepala
Universitas Lampung
1984 – 2017
Jabatan fungsional akademik
Pendidikan
S1 — Universitas Lampung
Pendidikan Matematika
1982
Gelar: Drs
Keahlian
Bidang Keahlian
Publikasi
Scopus: h-index 10 · 327 sitasi. Google Scholar: h-index 29 · 4.170 sitasi. Menurut SINTA (Kemdiktisaintek), data per 26 Okt 2026.
Jurnal (90)
- 2026Application of State Space Representation on Vector Autoregressive (VAR) Models for Forecasting (tautan eksternal)
Integra: Journal of Integrated Mathematics and Computer Science
- 2026
- 2026
Modeling and Forecasting of Sulfur Dioxide (SO2) Emissions in Several ASEAN Countries(Using State Space Multivariate Time Series Analysis)
Science and Technology Indonesia
- 2026
- 2026
Pelatihan Pemahaman Analisis Data Kategori dan Aplikasinya untuk Dosen PTS Bandar Lampung
- 2026Relationship Between Academic Achievement Index Toward Self-Observation and Self-Judgment Factor Scores (tautan eksternal)
EMTEKA: Jurnal Pendidikan Matematika
- 2025
A Hybrid ARIMA–GRU Model for Forecasting Palm Oil Prices at PT Sawit Sumbermas Sarana in Central Kalimantan
Integra: Journal of Integrated Mathematics and Computer Science 2 (1), 7-14, 2025
- 2025
Application of Confirmatory Factor Analysis and Latent Growth Model to Examines the Goal-Setting Behavior of Students
Asian Journal of Interdisciplinary Research
- 2025
Development of Land Use Change Model In Pesawaran District, Lampung
Journal of Environmental & Earth Science
- 2025
- 2025
Enhancing Weather Forecasting in Bandar Lampung: A Hybrid SARIMA-LSTM Approach
JTAM (Jurnal Teori dan Aplikasi Matematika) 9 (1), 206-220, 2025
- 2025
Integrating VAR and CNN Models for Accurate Forecasting of Money Supply in Indonesia
Integra: Journal of Integrated Mathematics and Computer Science 2 (2), 48-55, 2025
- 2025
- 2025
- 2025
Modeling Vector Error Correction with Exogeneous (VECMX) Variable for Analyzing Nonstationary Variable Energy Used and Gross Domestic Product (GDP)
Science and Technology Indonesia (Q2)
- 2025Multidimensional Log-Linear Modeling (Case Study: Gender, Age, Head Circumference, and Nutritional Status Among Early Childhood Children) (tautan eksternal)
Integra: Journal of Integrated Mathematics and Computer Science 2 (2), 33-40, 2025
- 2025
- 2025
Pelatihan Peningkatan Pemahaman Logika dan Aplikasinya
- 2025Prediction and Modelling of Land Use Change in Pesawaran District Lampung Using ANN and Cellular Automata (tautan eksternal)
Journal of Environmental & Earth Sciences
- 2025Survey of Estimability Criteria, Connected Design and Testing Testable Hypotheses in Unbalanced Design (tautan eksternal)
Integra: Journal of Integrated Mathematics and Computer Science
- 2025
The Kernel Function of Reproducing Kernel Hilbert Space and Its Application on Support Vector Machine
Science and Technology Indonesia
- 2025The relationship model between life expectancy at birth tuberculosis and PM2.5 developing and developed countries in Asia (tautan eksternal)
Edelweiss Applied Science and Technology
- 2024Analysis of Food Security Factors in Indonesia using SEM-GSCA with the Alternating Least Squares Method (tautan eksternal)
JTAM (Jurnal Teori dan Aplikasi Matematika) 8 (2), 479-494, 2024
- 2024Analysis of Regional Spatial Regulation Policies Pesawaran District (tautan eksternal)
Journal of Law and Sustainable Development
- 2024
- 2024
Application of GSTARMA Spatial-Temporal Model for Inflation Analysis in South Sulawesi Province
Integra: Journal of Integrated Mathematics and Computer Science 1 (3), 87-96, 2024
- 2024Comparative analysis of deep Siamese models for medical reports text similarity (tautan eksternal)
International Journal of Electrical and Computer Engineering (IJECE)
- 2024
Hierarchical clustering analysis of human development index in Lampung Province
- 2024Implementation of Fuzzy C-Means and Fuzzy Possibilistic C-Means Algorithms on Poverty Data in Indonesia (tautan eksternal)
BAREKENG: Journal of Mathematics and Its Applications
- 2024
- 2024LSTM-CNN Hybrid Model Performance Improvement with BioWordVec for BiomedicalReport Big Data Classification (tautan eksternal)
Science and Technology Indonesia
- 2024
- 2024Modeling and Forecasting Closing Prices of some Coal Mining Companies in Indonesia by Using the VAR(3)-BEKK GARCH(1,1) Model (tautan eksternal)
International Journal of Energy Economics and Policy
- 2024Modeling the Relationship between Life Expectancy, Population Growth, Carbon Dioxide Emission, and GDP Growth in Indonesia (tautan eksternal)
International Journal of Energy Economics and Policy
- 2024
Pembinaan Desa Cinta Statistik Bagi Perangkat Desa Panutan Sebagai Upaya Penyelenggaraan Statistik Desa Berkesinambungan
- 2024Penerapan Model Geographically Weighted Logistic Regression dengan Fungsi Pembobot Adaptive Gaussian Kernel pada Data Kemiskinan (tautan eksternal)
Jambura Journal of Mathematics 6 (2), 204-211, 2024
- 2024
- 2024
- 2024
- 2023Analysis and Modeling Gross Domestic Product, Carbon Dioxide Emission, Population Growth, and Life Expectancy at Birth: Case Study in Qatar (tautan eksternal)
International Journal of Energy Economics and Policy
- 2023Analysis Forecasting of Gasoline Prices in Some ASEAN Countries by Using State Space Representation on Vector Autoregressive Mode (tautan eksternal)
International Journal of Energy Economics and Policy
- 2023
- 2023
Analysis Multivariate Time Series Using State Space Model for Forecasting Inflation inSome Sectors of Economy in Indonesia
Science and Technology Indonesia
- 2023
Analysis of Local Government Financial Capability and its Implications for the Sustainability of Regional Autonomy: The Perspective of Public Interest
The Journal of Society and Media (JSM)
- 2023
Development of Land Use Change Model in Pesawaran District, Lampung
Heliyon
- 2023
- 2023
Implementasi Metode Backpropagation Neural Network dalam Meramalkan Tingkat Inflasi di Indonesia
MATHunesa: Jurnal Ilmiah Matematika
- 2023
- 2023
- 2023Pemetaan Persebaran Penyakit Malaria di Kecamatan Punduh Pidada, Kabupaten Pesawaran, Provinsi Lampung (tautan eksternal)
Wahana Komunikasi dan Informasi Geografi
- 2023
- 2023
The Form of ð??ˆ −Algebra on Probability Hilbert Space
Mathematics and Statistics
- 2022Analysis of Data Inflation Energy and Gasoline Price by Vector Autoregressive Model (tautan eksternal)
International Journal of Energy Enonomics and Policy
- 2022Analysis of Some Energy and Economics Variables by Using VECMX Model in Indonesia (tautan eksternal)
International Journal of Energy Enonomics and Policy
- 2022
Analysis of Some Variable Energy Companies by Using VAR(p)-GARCH(r,s) Model: Study From Energy Companies of Qatar over the Years 2015–2022
International Journal of Energy Economics and Policy
- 2022Dynamic Modeling and Analysis of Some Energy Companies of Indonesia Over the Year 2018 to 2022 By Using VAR(p)-CCC GARCH(r,s) Model (tautan eksternal)
International Journal of Energy Economics and Policy
- 2022
Dynamic Modeling and Forecasting Data Energy Used and Carbon Dioxide (CO2)
Science and Technology Indonesia
- 2022Implementation of K-Nearest Neighbors Algorithm on Regional Food Security Classification in Indonesia (tautan eksternal)
Journal of Modern Applied Statistical Methods
- 2022
- 2022
Peramalan Jumlah Klaim Di Bpjs Kesehatan Cabang Metro Menggunakan Metode Double Exponential Smoothing
Jurnal Siger Matematika
- 2022The Comparison of the Efficiency of the Methods of Parameters Estimation for Generalized BETA of the Second KIND (GB2) Distribution (tautan eksternal)
ARPN Journal of Engineering and Applied Sciences
- 2021
Modeling generalized statistical distributions of PM2. 5 concentrations during the COVID-19 pandemic in Jakarta, Indonesia
Decision Science Letters 10 (3), 393-400
- 2021
Simulation of generalized Gamma distribution with maximum likelihood estimation and expectation-maximization algorithm on right censored data type 1
Decision Science Letters 10 (3), 415-424
- 2021
Solution of the Reverse FLOW Reactor Model Using Homotopy Analysis Method
IIUM Engineering Journal
- 2020CCausal Modeling of the Effect of Foreign Direct Investment, Industry Growth and Energy Use to Carbon Dioxide Emissions (tautan eksternal)
International Journal of Energy Economics and Policy
- 2020Dynamic Modeling Using Vector Error-correction Model Studying the Relationship among Data Share Price of Energy PGAS Malaysia, AKRA, Indonesia, and PTT PCL-Thailand (tautan eksternal)
International Journal of Energy Economics and Policy
- 2020
Dynamic Modelling Data Export Oil and Gas and Non-Oil and Gas by ARMA(2,1)-GARCH(1,1) Model: Study of Indonesian’s Export over the years 2008-2019
INTERNATIONAL JOURNAL OF ENERGY ECONOMICS AND POLICY
- 2020Implementation of K-Nearest Neighbors Algorithm on Regional Food Security Classification in Indonesia. (tautan eksternal)
Journal of Modern Applied Statistical Methods
- 2020
Peramalan Data Time Series Seasonal Menggunakan Metode Analisis Spektral
Jurnal Siger Matematika
- 2020
Using Modification of Prim’s Algorithm and GNU Octave And To Solve The Multiperiods Installation Problem
IIUM Engineering Journal
- 2019
Simulation for Parameters Estimation of Type II Right Censored Data from Weibull Distribution Based on Several Intensities
Global and Stochastic Analysis 6 (2), 105-118
- 2019Vector autoregressive with exogenous variable model and its application in modeling and forecasting (tautan eksternal)
International Journal of Energy Economics and Policy
- 2018
Analysis of dynamic structure, granger causality and forecasting with vector autoregression (var) models on credit risk data
Science International Lahore 30 (1), 7-16, 2018
- 2018Estimating The Proportion in Small Area (tautan eksternal)
Sci. Int. Lahore
- 2018
Estimation of Generalized Gamma Distribution Parameter with Probability Weighted Moment Method
Science International Lahore
- 2017
Application of Generalized Autoregressive Conditional Heteroscedasticity (GARCH) Model to Determine the Value at Risk on the Analysis of Risk Investment
Science International Lahore
- 2017
Application of Vector Error Correction Model (VECM) and Impulse Response Function for Analysis Data Index of Farmers Terms of Trade
Indian Journal of Science and Technology
- 2017Counting The Number of Disconnected Vertex Labelled Graphs of Order Maximal Four (tautan eksternal)
Science International (Lahore)
- 2017
Simulation of Moment, Cumulant, Kurtosis and the Characteristics Function of Dagum Distribution
IJCSNS International Journal of Computer Science and Network Security
- 2017The Hybrid Methods of Column Transposition with Adaptive Minimum Error Least Significant Bit Replacement(AMELSBR) Using file jpg / jpeg and png (tautan eksternal)
International Journal of Computer Science and Network Security
- 2017
The Moment Generating Function of the Four Parameter Generalized F Distribution and Related Generalized Distributions
Global Journal of Pure and Applied Mathematics
- 2016
Karakteristik Fungsi Distribusi Four-Parameter Generalized-T
Junal e-DuMath
- 2016
Neural Network Fuzzy Learning Vector Quantization (FLVQ) to Identify Probability Distributions
IJCSNS International Journal of Computer Science and Network Security
- 2015Determining The Pattern for 1- fault Tolerant Hamiltonian Cycle From Generalized Petersen Graph P(n,k). (tautan eksternal)
International Journal of Computer Science and Network Security
- 2015
Higher Dimensional Log-Linear Model and Its Application
Science International Lahore
- 2015
Markov Chains Analysis and Mechanism of Migration in Indonesia in the Period 1980-2010
ARPN Journal of Engineering and Applied Sciences
- 2015
Some Greedy Based Algorithms for Multi Periods Degree Constrained Minimum Spanning Tree Problem
ARPN Journal of Engineering and Applied Science
- 2015Statistical Model and Prediction of Pineapple Plant Weight In Great Giant Pineaples Company (tautan eksternal)
Science International (Lahore)
- 2015Time Series Modeling and Forecasting of the Consumer Price Index Bandar Lampung (tautan eksternal)
Science International Lahore
- 2014
Generalized Method of Moments’characteristics and Its Application on Paneldata
Science International
Prosiding (18)
- 2024
Comparison of spatial autoregressive (SAR) and geographically weighted regression (GWR) based on simulation study
AIP Conference Proceedings 2970 (1), 2024 — Prosiding seminar internasional
- 2024Generalized space-time autoregressive (GSTAR) modeling with seemingly unrelated regression (SUR) for forecasting inflation data in five cities on the island of Sumatra (tautan eksternal)
AIP Conference Proceedings — Prosiding seminar internasional
- 2024
Modelling and forecasting data with panel vector autoregressive GMM estimation on economic growth and inflation data in 10 ASEAN countries
Prosiding seminar internasional
- 2024Spatial Distribution of Malaria Cases in Pesawaran Regency Period 2016-2022 (tautan eksternal)
Prosiding seminar internasional
- 2024The BVAR model approach in predicting the JCI index, USD-IDR exchange rate, and EUR-IDR exchange rate during the COVID-19 pandemic (tautan eksternal)
AIP Conference Proceedings — Prosiding seminar internasional
- 2023Pola Konsentrasi PM2.5 di Negara-negara ASEAN Berdasarkan Kepadatan Penduduk (tautan eksternal)
Senasains 2023 — Prosiding seminar nasional
- 2021
Application of Vector Autoregressive with Exogenous Variable: Case Study of Closing Stock Price of PT INDF.Tbk and PT ICBP.Tbk
Journal of Physics: Conference Series — Prosiding seminar internasional
- 2021
Application of Vector Error Correction Model (VECM) and Impulse Response Function for Daily Stock Prices
The 3rd International Conference on Applied Sciences Mathematics and Informatics (ICASMI) 2020 Sept — Prosiding seminar internasional
- 2021
Dynamic Modeling Data Return by Using BEKK-GARCH (Study: PT. Indofarma Tbk (INAF) and PT. Kimia Farma Tbk (KAEF) from June 2015 to July 2020)
The 3rd International Conference on Applied Sciences Mathematics and Informatics (ICASMI) 2020 Septe — Prosiding seminar internasional
- 2021
Dynamic Modeling Data Time Series by Using Constant Conditional Correlation-Generalized Autoregressive Conditional Heteroscedasticity
The 3rd International Conference on Applied Sciences Mathematics and Informatics (ICASMI) 2020 Septe — Prosiding seminar internasional
- 2021
Modeling Autoregressive Integrated Moving Average (ARIMA) and Forecasting of PT Unilever Indonesia Tbk Share Prices during the COVID-19 Pandemic Period
Journal of Physics: Conference Series — Prosiding seminar internasional
- 2021
Modeling Multivariate Time Series by Vector Error Correction Models (VECM) (Study: PT Kalbe Farma Tbk. And PT Kimia Farma (Persero) Tbk)
Prosiding seminar internasional
- 2021
Survival Analysis Using Cox Proportional Hazard Regression Approach in Dengue Hemorrhagic Fever (DHF) Case in Abdul Moeloek Hospital Bandar Lampung in 2019
Journal of Physics: Conference Series — Prosiding seminar internasional
- 2021
- 2020
Analysis of variance for strip plot design with missing values: Bias correction of the mean squares
Journal of Physics: Conference Series
- 2020Application of the spatial empirical best linear unbiased prediction method for estimating per capita expenditure in Lampung province (tautan eksternal)
6th International Conference on Mathematics, Science, and Education (ICMSE 2019) 9-10 October 2019, — Prosiding seminar internasional
- 2020WAC4 algorithm to solve the multiperiod degree constrained minimum spanning tree problem (tautan eksternal)
ISNPINSA 2019 — Prosiding seminar internasional
- 2012
Analisis Komponen Ragam Data Hilang pada Rancangan CROSS-OVER
Prosiding Seminar Hasil Penelitian Sains, Edukasi dan Teknologi Informasi
HKI (15)
- 2026
- 2025
Penerapan NER-LDA Berbasis Model Transformer untuk Deteksi dan Klasifikasi Tweet Kebijakan Publik di Indonesia
HKI — Hak cipta nasional
- 2024
Modeling Relatinship Between life expectancy, population growth, carbondioxide emision, and GDP Growth in Indonesia
HKI — Hak cipta nasional
- 2024
Penerapan Model Transfer Learning Dengan Convolutional Neural Network (CNN) Pada Klasifikasi Citra Tumor Otak
HKI — Hak cipta nasional
- 2024
Peramalan Harga Saham BRI Dengan Metode Hybrid Autoregressive Integrated Moving Average - Long Short-Term Memory (ARIMA- LSTM)
HKI — Hak cipta nasional
- 2023
Analysis and Modelling GDP, CO2 Emmision, Population Growth, and Life Expectancy at Birth in Indonesia and Qatar
HKI — Hak cipta internasional
- 2023
Deep Learning Dengan Model BIOWORDVEC Untuk Klasifikasi Laporan Medikal
HKI — Hak cipta nasional
- 2023
Hybrid Autoregressive Integrate Moving Average (ARIMA) - Gated Recurrent Unit (GRU) Dalam Peramalan Harga Sawit Pada PT. Sawit Sumbermas Sarana Di Kalimantan Tengah
HKI — Hak cipta nasional
- 2023
Peramalan Harga Saham Apple Dengan Metode Hybrid Vector Autoregressive Integrate Moving Average (VARIMA) - Long Short Term Memory (LSTM)
HKI — Hak cipta nasional
- 2023
Peramalan Suhu Minimum Mingguan Dengan Metode Hybrid Seasonal Autoregressive Integrated Moving Average (SARIMA) - Long Short Term Memory (LSTM)
HKI — Hak cipta nasional
- 2023
Perbandingan Pembelajaran Kesamaan Teks Menggunakan Deep Siamese Manhattan Antara Cosine Similarity Dan Word Mover’s Distance Pada Laporan Medikal
HKI — Hak cipta nasional
- 2022
Analisis Clustering Kemiskinan Di Indonesia Menggunakan Algoritma Fuzzy C-Means Dan Fuzzy Possibilistic C-Means
HKI — Hak cipta nasional
- 2022
Implementasi Artificial Neural Network Dengan Algoritma Backpropagation Untuk Klasifikasi Penilaian Rating Pada Penjualan Blackmores Di Tokopedia
HKI — Hak cipta nasional
- 2022
- 2022
Perbandingan Metode Long-Short Term Memory Dan Gated Recurrent Unit Untuk Memprediksi Nilai Ekspor Migas Non Migas Di Indonesia
HKI — Hak cipta nasional
Penelitian
- 2025
Pemodelan dan Forecasting Sulfur Dioksida (SO2) Emisi di Beberapa Negara ASEAN (dengan Analisis State Space Multivariate Time Series)
Penelitian Dana Lokal Perguruan Tinggi
- 2025
Analisis Kebijakan Publik melalui Media Sosial: Klasifikasi Berbasis Transformer dan Pendekatan Ner-Lda pada Tweet di Indonesia
Penelitian Dana Lokal Perguruan Tinggi
- 2023
Deep Learning dengan Model Biowordvec untuk Klasifikasi Laporan Medikal
- 2023
Analisis Faktor- Faktor Ketahanan Pangan di Indonesia menggunakan SEM Berbasis GSCA dengan metode Alternating Least Square.
- 2023
Pemodelan Dinamis Data Share Price Beberapa Perusahaan Energi di Indonesia dari 2016-2022 (Analisis Multivariate Time Series)
Penelitian Hibah Bersaing
- 2022
Pemodelan Data Multivariat Time Series
Penelitian Dana Lokal Perguruan Tinggi
- 2022
Vektor Autoregresi (VAR) Model, Impuls Respons Fungsi dan Granger Causaliti pada Data Multivariate Time Series
Penelitian Dana Lokal Perguruan Tinggi
- 2022
Analysis and Modeling GDP, Carbon Dioxide(co2) Emission, Population Growth and Life Ecpectancy at Birth in Indonesia and Qatar
Penelitian Hibah Bersaing
- 2022
Analisis Multivariat Menggunakan Model State Space Untuk Peramalan Inflasi di Indonesia
Penelitian Dana Lokal Perguruan Tinggi
- 2021
Seminar Bersama FMIPA Universitas Lampung
- 2021
Aplikasi Vector Error Correction Model With Exogenus (VECMX) dan Impuls Respons Fungsi Pada Pemodelan Data Deret Waktu Terkointegrasi
Penelitian Tim Pasca Sarjana
- 2021
Deteksi Hotspot Covid-19 di Propinsi Lampung
- 2020
Profile Analysis of Local Governments Financial Ability and the Implication on the Sustainability of Local Autonomy Implementation
Penelitian Dana Lokal Perguruan Tinggi
- 2019
Metode Empirical Best Linear Unbiased Prediction (EBLUP) dan Spatial Empirical Best Linear Unbiased Prediction (SEBLUP) dalam Pendugaan Area Kecil
Penelitian Dana Lokal Perguruan Tinggi
- 2019
Dinamik Modeling Multivariate Time Series Data
Penelitian Dana Lokal Perguruan Tinggi
- 2018
Aplikasi Vektor Autoregresi (Var) Model, Impuls Respons Fungsi Dan Granger Causaliti
Penelitian Dana Lokal Perguruan Tinggi
- 2018
Karakteristik Metode Spatial Empirical Best Linear Unbiased Prediction (Seblup) Pada Pendugaan Area Kecil
Penelitian Dana Lokal Perguruan Tinggi
Pengabdian kepada Masyarakat
- 2025
seminar PKM
- 2025
Pembicara pada Pelatihan Aparat Desa dalam Menggunakan Statistik untuk Meningkatkan Pelayanan Publik di Purworejo, Negeri Katon, Pesawaran, Lampung
- 2025
Pelatihan Peningkatan Pemahaman Logika dan Aplikasinya pada Pembuktian dalam Matematika untuk Dosen-Dosen Ilmu Komputer di PTS Bandar Lampung
- 2023
Pelatihan Penggunaan Aplikasi Statistik dalam Penataan Administrasi Desa bagi Perangkat Desa di Desa Purworejo Kecamatan Negeri Katon Kabupaten Pringsewu
- 2023
Pelatihan Analisis Data Bagi Dosen Perguruan Tinggi Swasta Di Bandar Lampung
- 2022
Pelatihan Eksperimental Desain bagi Dosen di Universitas Muhammadiyah Pringsewu
Ipteks Bagi Masyarakat
- 2022
Pelatihan Analisis Statistika Non Parametrik Menggunakan SAS Untuk Dosen dosen Perguruan Tinggi Swasta di Bandarlampung
Ipteks
- 2022
Pelatihan Analisis Statistika Nonparametrik dengan Menggunakan SAS Program untuk Dosen-Dosen Perguruan Tinggi Swasta di Bandar Lampung
Ipteks
- 2022
Pelatihan Penulisan Artikel Pada Jurnal Ilmiah Internasional Untuk Dosen-Dosen Perguruan Tinggi Swasta Di Bandar Lampung
Ipteks Bagi Masyarakat
- 2021
Pelatihan Rancangan Percobaan untuk Riset dan Publikasi
Ipteks Bagi Masyarakat
- 2019
Pelatihan Statistika Sosial Menggunakan Software SPSS dan SAS Bagi Mahasiswa dan Dosen di Bandar Lampung
Penelitian Dana Lokal Perguruan Tinggi
Pembicara / Narasumber
Hukum-hukum logika dan aplikasinya
2026Workshop Pengabdian · FMIPA Universitas Lampung · Lokal
Statistika dalam komunikasi pemikiran keilmuan
2026International Professors Summits 2026 · Universitas Malahayati · Internasional
Analisis Multivariate analysis
2025Whorkshop data analitic using R Software for sustainable development · FMIPA Universitas Lampung · Internasional
Analisis kategorikal data
2025Workshop Statistika Sosial · Universitas Teknokra Indonesia · Daerah
Analisis Multivariate
2025Workshop Statistika Sosial · Universitas Teknokrat Indonesia · Daerah
Logika dan pembuktian-pembuktian dalam matematika untuk dosen-dosen Ilmu Komputer PTS di Bandar lampung
2025Workshop Pengabdian · FIK Universitas Bandar Lampung · Lokal
Analisis multivariate log-linear model untuk variable kategori
2025Workshop Statistika Sosial · Pasca Sarjana Unila · Lokal
LOG Linear Model
2024Workshop Statistika Sosial · FISIP UNILA · Lokal
Infografis Data Desa
2024Penyuluhan statistika pada perangkat desa · BPS Kabupaten Pringsewu · Daerah
Model Regresi untuk Respons Kategori
2024Visiting Lecturer · Universitas Bandar Lampung · Daerah
Model Building for Graduate Students in International Islamic University Malaysia
2024Visiting Lecturer · International Islamic University Malaysia · Internasional
Logistics Regression for Undergraduate students in International Islamic University Malaysia, KL
2024Visiting Lecturer · International Islamic University Malaysia · Internasional
Estimability Keriteria dan Aplikasinya
2023Seminar Nasional Bersama FMIPA · FMIPA Unila · Nasional
PATH ANALYSIS for Graduate Students
2023Visiting Scientist di QATAR University · Qatar University · Internasional
Time Series Analysis for Under Graduate Students QATAR University
2023Visiting Scientist di QATAR University dan Pertemuan ilmiah · Qatar University · Internasional
Filsafat Statistis
2022Kuliah UMUM Filsafat Statistik · Pascasarjana Universitas Bandar Lampung
Analisis Regresi dan Path Analisis
2022Workshop Statistika Sosial dan Pendidikan · Pascasarjana UNTIRTA · Lokal
Peran Statistika dalam Penelitian
2022Kuliah Umum di Pascasarjana UNTIRTA · Pascasarjana UNTIRTA
Penghargaan
Hibah Penelitian Dan Pengabdian Kepada Masyarakat DIPA BLU UNILA TA 2023
2023FMIPA Universitas Lampung · Lainnya
Hibah PKM Desa Binaan DIPA BLU Unila TA 2023
2023FMIPA Universitas Lampung · Lainnya
Pendanaan Pengabdian DIPA BLU FMIPA Tahun Anggaran 2023
2023FMIPA Universitas Lampung · Lainnya
Organisasi Profesi
Himpunan Matematika Indonesia IndoMS
2025 – 2026Anggota · INDOMS
Pengajaran
| Mata Kuliah | Program Studi | SKS | Tahun Ajaran |
|---|---|---|---|
| Analisis Statistika Biologi | S2 Biologi | 2 | 2025/2026 Genap |
| Biostatistik dan komputer statistik | Sp-1 Pulmonologi dan Ilmu Kedokteran Respirasi | 3 | 2025/2026 Genap |
| Metodologi Penelitian dan Telaah Pustaka | S1 Matematika | 3 | 2025/2026 Genap |
| Model Linear | S2 Matematika | 4 | 2025/2026 Genap |
| Analitik Data Lingkungan dan Pemodelan Statistik Spasial | S2 Ilmu Lingkungan | 3 | 2025/2026 Ganjil |
| Filsafat Ilmu | S2 Matematika, S2 Biologi | 3 | 2025/2026 Ganjil |
| Pengantar Model Linear | S1 Matematika | 3 | 2025/2026 Ganjil |
| Proses Stokastik | S2 Matematika | 3 | 2025/2026 Ganjil |
| Statistika Terapan | S2 Manajemen Wilayah Pesisir dan Laut, S3 Pendidikan | 3 | 2025/2026 Ganjil |
| Analisis Data Kategori | S1 Matematika | 3 | 2024/2025 Genap |
| Statistik Sosial | S2 Ilmu Penyuluhan Pembangunan/ Pemberdayaan Masyarakat | 2 | 2024/2025 Genap |
| Analisis Kuantitatif dan Kualitatif | S3 Ilmu Ekonomi | 3 | 2024/2025 Ganjil |
| Analisis Statistika Lingkungan | S2 Ilmu Lingkungan | 3 | 2024/2025 Ganjil |
| Pengantar Topologi | S1 Matematika | 3 | 2023/2024 Genap |
| Kalkulus 1 | S1 Matematika | 3 | 2023/2024 Ganjil |
| Metode Penelitian & Publikasi Ilmiah | Manajemen | 3 | 2023/2024 Ganjil |
| Metodologi Penelitian (Kuantitatif dan Kualitatif) | S2 Kesehatan Masyarakat | 2 | 2023/2024 Ganjil |
| Metodologi Penelitian Administrasi | Ilmu Administrasi | 3 | 2023/2024 Ganjil |
| Statistika Penelitian Pendidikan | S2 Pendidikan Matematika | 2 | 2023/2024 Ganjil |
| Publikasi Ilmiah | S3 Studi Pembangunan | 2 | 2022/2023 Ganjil |
| Ekonometrika II | S2 Ilmu Ekonomi | 3 | 2021/2022 Genap |
| Envirometrika | S3 Ilmu Lingkungan | 3 | 2021/2022 Genap |
| Kajian Pendukung Disertasi 5 | S3 Matematika dan Ilmu Pengetahuan Alam | 2 | 2021/2022 Genap |
| Smart Ecotechnology | S3 Ilmu Lingkungan | 3 | 2021/2022 Genap |
| Kajian Pendukung Disertasi 1 | S3 Matematika dan Ilmu Pengetahuan Alam | 2 | 2021/2022 Ganjil |
| Kajian Pendukung Disertasi 3 | S3 Matematika dan Ilmu Pengetahuan Alam | 2 | 2021/2022 Ganjil |
| Metode Penelitian dan Teknik Penulisan Ilmiah | S3 Ilmu Lingkungan | 3 | 2021/2022 Ganjil |
| Pengantar Stokastik | S1 Matematika | 3 | 2021/2022 Ganjil |
| Apresiasi Matematika | S1 Matematika | 2 | 2020/2021 Genap |
| Kalkulus Peubah Banyak | S1 Matematika | 3 | 2020/2021 Genap |
| Kajian Pendukung Disertasi 2 | S3 Matematika dan Ilmu Pengetahuan Alam | 2 | 2020/2021 Ganjil |
| Logika dan Himpunan | S1 Matematika | 3 | 2020/2021 Ganjil |
| Pengantar Teori Peluang | S1 Matematika | 3 | 2020/2021 Ganjil |
| Analisis Real II | S1 Matematika | 3 | 2019/2020 Genap |
| Analisis Real I | S1 Matematika | 3 | 2019/2020 Ganjil |
| Ekonometrika | S3 Ilmu Ekonomi | 3 | 2019/2020 Ganjil |
| Metode Penel dan TEK Penulisan Ilmiah | S3 Ilmu Lingkungan | 3 | 2019/2020 Ganjil |
| Statistika Terapan untuk Sumberdaya Alam | S2 Manajemen Sumber Daya Alam | 3 | 2019/2020 Ganjil |
| Statistik Terapan | S2 Ilmu Penyuluhan Pembangunan/ Pemberdayaan Masyarakat | 2 | 2018/2019 Genap |
| Analisis Model Linear | S3 Matematika dan Ilmu Pengetahuan Alam | 2 | 2017/2018 Ganjil |
| Analisis RAEL I | S1 Matematika | 3 | 2017/2018 Ganjil |
| Analisis Statistika Inferensia | S3 Matematika dan Ilmu Pengetahuan Alam | 2 | 2017/2018 Ganjil |
| Deret Waktu Finansial | S3 Matematika dan Ilmu Pengetahuan Alam | 2 | 2017/2018 Ganjil |
| Filsafat Sains | S3 Matematika dan Ilmu Pengetahuan Alam | 2 | 2017/2018 Ganjil |
| LOGIKA | S1 Matematika | 3 | 2014/2015 Ganjil |
| Pengantar Stokhastik | S1 Matematika | 3 | 2014/2015 Ganjil |
| Analisis Statistika | S2 Matematika, S2 Teknologi Industri Pertanian | 3 | 2013/2014 Genap |
| Pengajaran Matematika | S2 Matematika | 3 | 2013/2014 Genap |
| Aljabar Linear Lanjut | S1 Matematika | 3 | 2013/2014 Ganjil |
| Metodologi Penelitian | S1 Matematika | 3 | 2012/2013 Genap |
| Kapita Selekta Statistika | S1 Matematika | 3 | 2011/2012 Genap |
| Matriks untuk Statistika | S1 Matematika | 2 | 2011/2012 Genap |
| Pengt. Teori Peluang | S1 Ilmu Komputer | 3 | 2011/2012 Ganjil |
| Pengtteori Peluang | S1 Matematika | 3 | 2011/2012 Ganjil |
| Pengantar Model Linier | S1 Matematika | 3 | 2008/2009 Ganjil |
| Statistika Metodologi Penelitian Bisni | S2 Manajemen | 3 | 2008/2009 Ganjil |