2025-2028 CURRICULUM OF DOCTORAL PROGRAM IN STATISTICS

2025-2028 Curriculum of Doctoral Program In Statistics

Vision

To become an educational institution for doctoral program and developing statistics and data science international standard that contribute to science and technology, particularly in the fields of Computing, Business and Industry, Economics and Finance, Social and Population, and Environment and Health.

Mission

  1. The mission of the Doctoral Program of Statistics is to contribute to the development of science and technology in the field of Statistics and Data Science and its applications to realize community welfare through educational activities, research, community service, and management based on information and communication technology.
  2. The mission of the Doctoral Program of Statistics in the field of education:
    • Organizing postgraduate education based on information and communication technology with international quality curriculum, lecturers, and learning methods to produce graduates of international quality in the field of Statistics and Data Science and its applications ;
    • Producing graduates who believe in and are devoted to God Almighty and;
    • To equip graduates with technology-based entrepreneurial knowledge.
  3. The mission of the Doctoral Program of Statistics in the field of research is to play an active role in the development of science and technology in the fields of Statistics and Data Science based on computation and its applications through internationally quality research activities in the fields of Industry, Business, Economics, Social, Health, and Environment.
  4. The mission of the Doctoral Program of Statistics in the field of community service is to utilize the available resources to participate in solving problems faced by society, industry, and government by prioritizing information and communication technology facilities.
  5. The mission of the Doctoral Program of Statistics in the field of management:
    • The management of the Study Program is carried out by paying attention to the principles of good governance supported by information and communication technology;
    • To Create a conducive atmosphere and providing full support to Students, Lecturers, Education Personnel to be able to develop themselves and provide maximum contribution to society, industry, science and technology; and

Program Educational Objective

  • To Produce Doctoral graduates of Statistics who are noble, have good and independent personalities, have professional and ethical abilities, have high integrity and responsibility, and are able to develop themselves and compete at the international level.

  • To Produce qualified Doctoral graduates of Statistics who can have careers as lecturers, researchers, consultants, and practitioners in the field of Statistics and Data Science based on computing who are able to produce research in the development of high-quality Statistics and Data Science with its application in the fields of Industry, Business, Economy, Social, Health, and Environment and publish it internationally.

  • To Produce Doctoral graduates of Statistics who have the character of being able to develop themselves with lifelong learning through research, training, and professional activities.

Program Learning Outcome (PLO)

PLO-1: Able to demonstrate attitudes and characters that reflect: being pious to God Almighty, having ethics and integrity, virtuous character, sensitive and concern with social and environmental issues, respecting cultural differences and pluralism, upholding law enforcement, prioritizing the interests of the nation and the wider community, through creativity and innovation, excellence, strong leadership, synergy, and other potentials to achieve maximum results.
PLO-2: Able to develop new theories/concepts/ideas and solve scientific and/or technological problems in their field through research with inter, multi, and transdisciplinary approaches to produce creative, original, and tested works in the form of dissertations and papers that have been approved published in reputable international journals.
PLO-3: Able to manage their own learning and develop themselves as personal lifelong learners to compete at national and international levels, in order to make a real contribution to solving problems by implementing information and communication technology and paying attention to the principle of sustainability.
PLO-4: Able to develop Statistical Theory to address statistical problems.
PLO-5: Able to develop methodologies for collecting structured and unstructured data based on observation, experimentation, sampling, and simulation.
PLO-6: Able to design and evaluate advanced statistical computing systems or new algorithms for big-data processing, and to assess their effectiveness in comparison with conventional approaches.
PLO-7: Able to create and validate innovative statistical computing techniques and to critically examine their strengths and limitations in the context of complex real-world data.
PLO-8: Able to develop new statistical methods or theoretical models, and to evaluate their contributions to the advancement of statistical science and its applications through an interdisciplinary approach.
PLO-9: Able to integrate and advance computational and analytical statistical methods to address real-world problems in business, industry, economics, finance, social and sustainable development, environment, and health, as well as to evaluate their impacts on decision-making.

Graduate Profile

The curriculum of the Doctoral Program of Statistics is designed based on the learning outcomes of graduates, referring to the Indonesian National Qualifications Framework (KKNI) and the National Higher Education Standards (SN-DIKTI). Our tracking study reveals that our graduates work in the following fields:

  • Lecturers: Carry out the Tri Dharma of Higher Education in the Statistics Study Program or related study programs.
  • Statistical Experts and Researchers: Conduct research in the field of Statistics or in applied fields supported by statistical knowledge.
  • Practitioners in the Field of Statistics and Data Science: Professionals in various fields who require and use statistical and data science methods to support their work.

Regular Track

Distribution of Courses per Semester

SEMESTER I
No. Course Code Course Name Credit Document
Syllabus Handbook
1 SS256101 Advanced Mathematical Statistics 3 link link
2 SS256102 Generalized Linear Models 3 link link
3 SS256103 Science Phylosophy and Statistics 3 link link
4 UG256101 English 2 link link
Total Credit 11

 

SEMESTER II
No. Course Code Course Name Credit Document
Syllabus Handbook
1 UG256201 Academic Writing 2 link link
2 SS256202 Dissertation I 4 link link
3 SS2562– Elective Course I 3 link link
Total Credit 9

 

SEMESTER III
No. Course Code Course Name Credit Document
Syllabus Handbook
1 SS256301 Dissertation II 3 link link
2 SS256302 Publication I 2 link link
Total Credit 5

 

SEMESTER IV
No. Course Code Course Name Credit Document
Syllabus Handbook
1 SS256401 Dissertation III 3 link link
2 SS256402 Publication II 3 link link
Total Credit 6

 

SEMESTER V
No. Cource Code Course Name Credit Document
Syllabus Handbook
1 SS256501 Dissertation IV 3 link link
2 SS256502 Publication III 4 link link
Total Credit 7

 

SEMESTER VI
No. Kode MK Nama Mata Kuliah (MK) Sks Dokumen
Silabus Handbook
1 SS256601 Dissertation V 6 link link
Total Credit 6

Research Track

Distribution of Courses per Semester

SEMESTER I
No. Course Code Course Name Credit Document
Syllabus Handbook
1 SS256103 Science Philosophy and Statistics 3 link link
2 SS256173 Research Dissertation I 3 link link
3 UG256101 English 2 link link
4 UG256201 Academic Writing 2 link link
Total Credit 10

 

SEMESTER II
No. Course Code Course Name Credit Document
Syllabus Handbook
1 SS256271 Research Publication I 5 link link
2 SS256272 Research Dissertation II 4 link link
Total Credit 9

 

SEMESTER III
No. Course Code Course Name Credit Document
Syllabus Handbook
1 SS256371 Research Dissertation III 3 link link
Total Credit 3

 

SEMESTER IV
No. Course Code Course Name Credit Document
Syllabus Handbook
1 SS256471 Research Dissertation IV 3 link link
2 SS256472 Research Publication II 5 link link
Total Credit 8

 

SEMESTER V
No. Course Code Course Name Credit Document
Syllabus Handbook
1 SS256571 Research Dissertation V 3 link link
2 SS256572 Research Publication III 6 link link
Total Credit 9

 

SEMESTER VI
No. Kode MK Nama Mata Kuliah (MK) Credit Document
Syllabus Handbook
1 SS256671 Research Dissertation VI 5 link link
Total Credit 5

List of Elective Course

List of Elective Course
No. Course Code Course Name Credit Document
Syllabus Handbook
1 SS256211 Advanced Intensive Computational Statistics 3 link link
2 SS256212 Advanced Bayesian Analysis 3 link link
3 SS256221 Advanced Process Control Analysis 3 link link
4 SS256222 Advanced Optimization Methods 3 link link
5 SS256231 Advanced Econometrics 3 link link
6 SS256232 Advanced Time Series Analysis 3 link link
7 SS256233 Advanced Financial Statistics 3 link link
8 SS256234 Capita Selecta 3 link link
9 SS256241 Nonparametric and Semiparametric Regression 3 link link
10 SS256251 Advanced Multivariate Analysis 3 link link
11 SS256252 Advanced Categorical Data Analysis 3 link link
12 SS256253 Advanced Survival Analysis 3 link link
13 SS256254 Advanced Spatial Statistics 3 link link
14 SS256255 Generalized Structural Equation Modeling 3 link link
15 SS256256 Biostatistics and Epidemiology 3 link link
16 SS256257 Advanced Bioinformatic Statistics 3 link link
17 SS256258 Extreme Value Statistics 3 link link

Module Handbook

Regular Track

SEMESTER: I
No Course Code Course Name Credit
1 SS256101 Advanced Mathematical Statistics 3
2 SS256102 Generalized Linear Models 3
3 SS256103 Science Phylosophy and Statistics 3
3 UG256101 English 2
Total Credit 11

 

SEMESTER: II
No Course Code Course Name Credit
1 UG256201 Academic Writing 2
2 SS256202 Dissertation I 4
3 SS2562– Elective Course I 3
Total Credit 9

 

SEMESTER: III
No Course Code Course Name Credit
1 SS256301 Dissertation II 3
2 SS256302 Publication I 2
Total Credit 5

 

SEMESTER: IV
No Course Code Course Name Credit
1 SS256401 Dissertation III 3
2 SS256402 Publication II 3
Total Credit 6

 

SEMESTER: V
No Course Code Course Name Credit
1 SS256501 Dissertation IV 3
2 SS256502 Publication III 4
Total Credit 7

 

SEMESTER: VI
No Course Code Course Name Credit
1 SS256601 Dissertation V 6
Total Credit 6

Research Track

SEMESTER: I
No Course Code Course Name Credit
1 SS256103 Science Phylosophy and Research 3
2 SS256173 Research Dissertation I 3
3 UG256101 English 2
4 UG256201 Academic Writing 2
Total Credit 10

 

SEMESTER: II
No Course Code  Course Name Credit
1 SS256271 Research Publication I 5
2 SS256272 Research Dissertation II 4
Total Credit 9

 

SEMESTER: III
No Course Code  Course Name Credit
1 SS256371 Research Dissertation III 3
Total Credit 3

 

SEMESTER: IV
No Course Code  Course Name Credit
1 SS256471 Research Dissertation IV 3
2 SS256472 Research Publication II 5
Total Credit 8

 

SEMESTER: V
No Course Code  Course Name Credit
1 SS256571 Research Dissertation V 3
2 SS256572 Research Publication III 6
Total Credit 9

 

SEMESTER: VI
No Course Code  Course Name Credit
1 SS256671 Research Dissertation VI 5
Total Credit 5

List of Elective Course

List of Elective Course
No Course Code Elective Course Name Credit
1 SS256211 Advanced Intensive Computational Statistics 3
2 SS256212 Advanced Bayesian Analysis 3
3 SS256221 Advanced Process Control Analysis 3
4 SS256222 Advanced Optimization Methods 3
5 SS256231 Advanced Econometrics 3
6 SS256232 Advanced Time Series Analysis 3
7 SS256233 Advanced Financial Statistics 3
8 SS256234 Capita Selecta 3
9 SS256241 Nonparametric and Semiparametric Regression 3
10 SS256251 Advanced Multivariate Analysis 3
11 SS256252 Advanced Categorical Data Analysis 3
12 SS256253 Advanced Survival Analysis 3
13 SS256254 Advanced Spatial Statistics 3
14 SS256255 Generalized Structural Equation Modeling 3
15 SS256256 Biostatistics and Epidemiology 3
16 SS256257 Advanced Bioinformatic Statistics 3
17 SS256258 Extreme Value Statistics 3
GRADUATE NUMBERGRADUATION YEARNAME AND STUDENT IDWORK INSTITUTIONTITLE OF DOCTORAL THESISSUPERVISORS TEAMEXAMINERS TEAM
12011Ruslan
1306 301 202
Program Studi Statistika FMIPA Universitas Halu OleoRancangan optimum dan kondisi optimal pada model permukaan multirespon untuk rancangan percobaan campuran1. Prof. Dra. Susanti Linuwih, M.Stat., Ph.D
2. Dr. Purhadi, M.Sc
3. Dr. Sony Sunaryo, M.Si
1. Prof. Drs. Nur Iriawan, M.Ikomp, Ph.D
2. Prof. Dr. I Nyoman Budiantara, M.Si
3. Dr. Muhammad Mashuri, MT
4. Prof. Drs. Suryo Guritno, M.Stat., Ph.D (Universitas Gadjah Mada)
22012Sri Harini
1307 301 001
Universitas Islam Negeri Maulana Malik Ibrahim MalangRegresi spasial multivariate dengan pembobot geografis
(studi kasus: pengaruh hujan dan morfometri terhadap peningkatan debit dan sedimen di DAS konto hulu)
1. Dr. Purhadi, M.Sc
2. Dr. Muhammad Mashuri, MT
3. Dr. Sony Sunaryo, M.Si
1. Prof. Drs. Nur Iriawan, M.Ikom, Ph.D
2. Prof. Dr. Drs. I Nyoman Budiantara, M.Si
3. Dr. Bambang Widjanarko O., M.Si
4. Dr. Brodjol Sutijo SU., M.Si
5. Dr. Suhartono, M.Sc
32012Makkulau
1306 301 204
Program Studi Statistika FMIPA Universitas Halu OleoDetection and Outlier Testing at Multivariate Linear Models1. Prof. Dra. Susanti Linuwih, M.Stat., Ph.D
2. Dr. Purhadi, M.Sc
3. Dr. Muhammad Mashuri, MT
1. Prof. Drs. Nur Iriawan, M.Ikom, Ph.D
2. Prof. Dr. Drs. I Nyoman Budiantara, M.Si
3. Dr. Setiawan, MS
4. Dr. Sony Sunaryo, M.Si
5. Dr. Suhartono, M.Sc
42012Vita Ratnasari
1307 301 201
Departemen Statistika, ITSEstimasi parameter dan uji signifikansi model probit bivariat1. Dr. Purhadi, M.Sc
2. Dr. Ismaini Zain, M.Si
3. Dr. Suhartono, M.Sc
1. Prof. I. Nyoman Budiantara, M.Si.
2. Dr. Muhammad Mashuri, M.T
3. Dr. Sony Sunaryo, M.Si
4. Prof. Drs. I. Made Tirta, Dipl.Sc, M.Sc, Ph.D. (Universitas Jember)
52012I Nyoman Latra
1308 301 002
Purna Departemen Statistika, ITSStatistika uji pada model linier campuran multivariat1. Prof. Drs. Nur Iriawan, M.Ikom., Ph.D
2. Dr. Purhadi, M.Sc
3. Dr. Suhartono, M.Sc
1. Prof. Dr. Drs. I Nyoman Budiantara, M.Si
2. Dr. Sony Sunaryo, M.Si
3. Dr. Ir. Setiawan, MS
4. Dr. Bambang Widjanarko O, M.Si
5. Dr. Brodjol Sutijo SU, M.Si
62013Margaretha Ari Anggorowati
1309 301 702
Politeknik Statistika STISPengembangan metode estimasi sem non-standar pada analisis technology acceptance model1. Prof. Drs. Nur Iriawan, M.Ikom., Ph.D
2. Dr. Suhartono, M.Sc
3. Dr. Hasyim Gautama
1. Dr. Sony Sunaryo, M.Si
2. Dr. Muhammad Mashuri, MT
3. Dr. Brodjol Sutijo SU, M.Si
4. Prof. Dr. Ir. Henny Pramuedyo, MS (Universitas Brawijaya)
72013Suci Astutik
1309 301 003
Departemen Statistika, Universitas BrawijayaDEVELOPMENT OF SPATIO-TEMPORAL RAINFALL DISAGGREGATION METHOD USING BAYESIAN STATE-SPACE MODELING APPROACH1. Prof. Drs. Nur Iriawan, M.Ikom., Ph.D
2. Dr. Suhartono, M.Sc
3. Dr. Sutikno, M.Si
1. Dr. Ir. Setiawan, MS
2. Dr. Muhammad Mashuri, MT
3. Dr. Brodjol Sutijo SU, M.Si
4. Dr. Sony Sunaryo, M.Si
5. Prof. Dr. Budi Nurani, MS (Universitas Padjadjaran)
82013Pudji Ismartini
1309 301 704
BPS RIDEVELOPMENT IN HIERARCHICAL LINEAR MODEL WITH BAYESIAN APPROACH ON THE MODELING OF PER CAPITA HOUSEHOLD EXPENDITURE DATA1. Prof. Drs. Nur Iriawan, M.Ikom., Ph.D
2. Dr. Ir. Setiawan, MS
3. Dr. Brodjol Sutijo Suprih Ulama, M.Si
1. Prof. Dr. Drs. I Nyoman Budiantara, M.Si
2. Dr. Purhadi, M.Sc
3. Dr. Suhartono, M.Sc
4. Dr. Sony Sunaryo, M.Si
5. Dr. Hamonangan Ritonga (BPS Jakarta)
92013Erni Tri Astuti
1309 301 703
Politeknik Statistika STISEstimator polinomial lokal dalam model regresi nonparametrik untuk data count1. Prof. Dr. Drs. I Nyoman Budiantara, M.Si
2. Dr. Sony Sunaryo, M.Si
3. Mohammad Dokhi, Ph.D
1. Prof. Drs. Nur Iriawan, M.Ikom, Ph.D
2. Dr. Purhadi, M.Sc
3. Dr. Ismaini Zain, M.Si
4. Dr. Muhammad Mashuri, MT
5. Prof. Dr. Sri Haryatmi, M.Sc (Universitas Gadjah Mada)
102014Irfan Wahyudi
1309 301 006
Universitas CendrawasihA MULTIVARIATE COX-WEIBULL REGRESSION MODEL
Case of Study: Hazard Model Of Dengue Haemorrhagic Fever Sufferer At Surabaya Hajj General Hospita
1. Dr. Purhadi, M.Sc
2. Dr. Sutikno, M.Si
3. Dr. Irhamah, M.Si
1. Prof. Dr. Drs. I Nyoman Budiantara, M.Si
2. Dr. Brodjol Sutijo SU, M.Si
3. Dr. Bambang Widjanarko O, M.Si
4. Dr. Sony Sunaryo, M.Si
5. Dr. Ir. Anik Djuraidah, MS (Institut Pertanian Bogor)
112014Tiodora Hadumaon Siagian
1309 301 701
Politeknik Statistika STISROBUST MODEL-BASED CLUSTERING WITH MULTIVARIATE t DISTRIBUTION AND MINIMUM MESSAGE LENGTH1. Dr. Purhadi, M.Sc
2. Dr. Suhartono, M.Sc
3. Dr. Hamonangan Ritonga, M.Sc
1. Dr. Sony Sunaryo, M.Si
2. Prof. Dr. Drs. I Nyoman Budiantara, M.Si
3. Dr. Bambang Widjanarko O, M.Si
4. Dr. Sutikno, M.Si
5. Dr. Udjiana Pasaribu (Institut Teknologi Bandung)
122014Nur Chamidah
1308 301 001
Statistika, Universitas AirlanggaLOCAL POLYNOMIAL ESTIMATOR IN MULTIRESPONSE NONPARAMETRIC REGRESSION1. Prof. Dr. Drs. I Nyoman Budiantara, M.Si
2. Dr. Sony Sunaryo, M.Si
3. Dr. Dra. Ismaini Zain, M.Si
1. Prof. Drs. Nur Iriawan, M.Ikom, Ph.D
2. Dr. Purhadi, M.Sc
3. Dr. Ir. Setiawan, MS
4. Dr. Brodjol Sutijo SU, M.Si
5. Prof. Dr. Sri Haryatmi, MS (Universitas Gadjah Mada)
132014Kartika Fithriasari
1310 301 001
Departemen Statistika, ITSPengembangan disagregasi data curah hujan dengan pendekatan model Bayesian mixture of multi-output neural networks1. Prof. Drs. Nur Iriawan, M.Ikom., Ph.D
2. Dr. Brodjol Sutijo Suprih Ulama, M.Si
3. Dr. Sutikno, M.Si
1. Dr. Purhadi, M.Sc
2. Dr. Muhammad Mashuri, MT
3. Dr. Bambang Widjanarko O, M.Si
4. Dr. Suhartono, M.Sc
5. Prof. Dr. Ir. Khairil Anwar Notodiputro, MS (Institut Pertanian Bogor)
142014Rita Diana
1310 301 703
BPS RISmoothing spline in multivariable semiparametric regression through fully Bayesian approach1. Prof. Dr. Drs. I Nyoman Budiantara, M.Si
2. Dr. Purhadi, M.Sc
3. Dr. Satwiko Darmesto
1. Prof. Drs. Nur Iriawan, M.Ikom, Ph.D
2. Dr. Setiawan, MS
3. Dr. Bambang Widjanarko O, M.Si
4. Dr. Suhartono, M.Sc
5. Prof. Dr. Ir. Waego Hadi Nugroho (Universitas Brawijaya)
152014Mukhsar
1310 301 005
Program Studi Statistika FMIPA Universitas Halu OleoBAYESIAN 2-LEVEL SPATIO-TEMPORAL FOR RISK MODELING OF EPIDEMIOLOGICAL CASE1. Prof. Drs. Nur Iriawan, M.Ikom., Ph.D
2. Dr. Brodjol Sutijo Suprih Ulama, M.Si
3. Dr. Sutikno, M.Si
1. Sony Sunaryo, M.Si
2. Dr. rer. pol. Heri Kuswanto, M.Si
3. Dr. Irhamah, M.Si
4. Dr. Setiawan., MS
5. Dr. Danardono, MPH. (Universitas Gadjah Mada)
162015Amran
1309 301 002
Prodi Aktuaria Universitas HasanuddinPemodelan pengamatan ekstrem menggunakan bayesian hierarki spasial non stasioner regional1. Prof. Drs. Nur Iriawan, M.Ikom., Ph.D
2. Dr. Subiono
3. Dr. Irhamah, M.Si
1. Dr. Setiawan, MS
2. Dr. Suhartono, M.Sc
3. Dr. Sutikno, M.Si
4. Prof. Dr. Budi Nurani (Universitas Padjajaran)
172015Nurwiani
1309 301 004
STKIP PGRI JombangRidge regression in calibration models with extension-wavelet transform preprocessing1. Dr. Sony Sunaryo, M.Si
2. Dr. Ir. Setiawan, MS
3. Dr. Bambang Widjanarko Otok, M.Si
1. Prof. Dr. Drs. I Nyoman Budiantara, M.Si
2. Dr. Suhartono, M.Sc
3. Dr. Brodjol Sutijo SU, M.Si
4. Prof. Drs. Subanar, Ph.D (Universitas Gadjah Mada)
182016Jonathan K. Wororomi
1309 301 005
Universitas CenderawasihMODEL BASED OF MEWMA CONTROL CHARTS FOR NON RANDOM OBSERVATIONS1. Dr. Muhammad Mashuri, MT
2. Dr. Irhamah, M.Si
3. Dr. Agus Zainal Arifin, M.kom
1. Dr. Purhadi., M.Sc.
2. Prof. Drs. Nur Iriawan, M.Ikomp, Ph.D
3. Dr. Brodjol Sutijo Suprih Ulama, M.Si
4. Prof. Dr. Ir. Dyah Erny Herwindiati, M.Si. (Universitas Tarumanagara)
192016Adji Achmad Rinaldo Fernandes
1311 301 001
Departemen Statistika, Universitas BrawijayaSPLINE ESTIMATOR IN BIRESPON NONPARAMETRIC REGRESSION FOR LONGITUDINAL DATA
(CASE STUDY PATIENT WITH PULMONARY TUBERCULOSIS IN MALANG)
1. Prof. Dr. Drs. I Nyoman Budiantara, M.Si
2. Dr. Bambang Widjanarko Otok, M.Si
3. Dr. Suhartono, M.Sc
1. Dr. Ir. Setiawan, MS
2. Dr. Purhadi., M.Sc.
3. Dr. Vita Ratnasari., M.Si.
4. Dr. Danardono, MPH. (Universitas Gadjah Mada)
202017Triyanto
1312 301 004
Prodi Pendidikan Matematika, Universitas Sebelas Maret, SoloGEOGRAPHICALLY WEIGHTED MULTIVARIATE POISSON REGRESSION
Case Study: Modelling The Number of Mortality of Maternal Early Neonatal, and Late Neonatal in Central Java Province
1. Dr. Purhadi, M.Sc
2. Dr. Bambang Widjanarko Otok, M.Si
3. Santi Wulan Purnami, M.Si., Ph.D
1. Prof. Drs. Nur Iriawan, M.Ikomp, Ph.D
2. Dr. Agus Suharsono, M.S.
3. Dr. Sutikno, M.Si
4. Dr. Hizir Sofyan (Universitas Syiah Kuala)
212017Suyitno
1312 301 003
Jurusan Matematika, FMIPA Universitas MulawarmanGEOGRAPHICALLY WEIGHTED MULTIVARIATE WEIBULL REGRESSION MODEL Case Study : The River Water Pollution Indicators (COD, DO, PO4) on the River Water in Surabaya 2013
1. Dr. Purhadi, M.Sc
2. Dr. Sutikno, M.Si
3. Irhamah, M.Si., Ph.D
1. Dr. I Nyoman Latra, MS
2. Prof. Dr. I Nyoman Budiantara, M.Si
3. Dr. rer. pol. Heri Kuswanto, M.Si.
4. Dr. Sri Wahyuningsih, M.Si. (Universitas Mulawarman)
222017Ayub Parlin Ampulembang
1312 301 702
BPSDEVELOPMENT OF CONTINUE BIRESPONSES NONPARAMETRIC REGRESSION MODEL USING MARS1. Dr. Bambang Widjanarko Otok, M.Si
2. Dr. Agnes Tuti Rumiati, M.Sc
3. Dr. Budiasih, SE, ME
1. Dr. Ir. Setiawan, MS
2. Prof. Dr. I Nyoman Budiantara, M.Si
3. Dr. Suhartono, M.Sc
4. Dr. Ir. Hari Wijayanto, M.Si (Institut Pertanian Bogor)
232017Soehardjoepri
1310 301 002
Departemen Aktuaria, ITSIDENTIFICATION OF SIMILARITY TEXT DOCUMENTS PATTERN BASED ON TERM APPEARANCE IN SENTENCE
1. Prof. Drs. Nur Iriawan, M.Ikom., Ph.D
2. Dr. Brodjol Sutijo Suprih Ulama, M.Si
3. Irhamah, M.Si., Ph.D
1. Irhamah, M.Si, Ph.D
2. Dr. Muhammad Mashuri, MT
3. Dr. Ir. Setiawan, MS
4. Dr. Bambang W Otok, M.Si
5. Prof. Dwi Hendratmo W, M.Sc, Ph.D (STEI ITB)
242017Ani Budi Astuti
1311 301 002
Departemen Statistika, Universitas BrawijayaBAYESIAN MIXTURE MODEL AVERAGING TO IDENTIFY DIFFERENCES GENE EXPRESSION OF MICROARRAY EXPERIMENT1. Prof. Drs. Nur Iriawan, M.Ikom., Ph.D
2. Irhamah, M.Si., Ph.D
3. Dr.rer.pol. Heri Kuswanto, S.Si., M.Si
1. Dr. Santi Wulan Purnami, M.Si.
2. Dr. I Nyoman Latra., MS
3. Dr. R. Mohamad Atok., M.Si
4. Drs. Danardono, M.Ph, Ph.D (Universitas Gadjah Mada)
252018Ruliana
06211260010002
Statistika FMIPA Universitas Negeri MakassarStructural equation modeling (SEM) nonlinier with polynomial truncated spline approach1. Prof. Dr. Drs. I Nyoman Budiantara, M.Si
2. Dr. Bambang Widjanarko Otok, M.Si
3. Dr. Wahyu Wibowo, M.Si
1. Dr. Dra. Agus Suharsono, M.S.
2. Dr. Muhammad Mashuri, MT.
3. Dr. Vita Ratnasari, M.Si
4. Dr. Toni Toharudin, M.Sc. (Universitas Padjadjaran)
262018Harmi Sugiarti
06211360010004
Statistika, Fakultas Sains dan Teknologi Universitas Terbuka (FST-UT)GEOGRAPHICALLY WEIGHTED MULTIVARIATE t REGRESSION MODEL (GWMtR) (A Case Study: Modeling of Learning Achievement of Statistics Department’s Student, Universitas Terbuka)1. Dr. Purhadi, M.Sc
2. Dr. Sutikno, M.Si
3. Santi Wulan Purnami, M.Si., Ph.D
1. Dr. Ir. Setiawan, MS
2. Prof. Drs. Nur Iriawan, M.Ikomp, Ph.D
3. Dr. Dra. Ismaini Zain, M.Si
4. Udjianna Sekteria Pasaribu, Ph.D (Institut Teknologi Bandung)
272018I WAYAN SUDIARSA
0621 1260 010 001
Universitas PGRI Mahadewa IndonesiaCOMBINED ESTIMATOR FOURIER SERIES AND TRUNCATED SPLINE IN NONPARAMETRIC REGRESSION MULTIVARIABLE1. Prof. Dr. Drs. I Nyoman Budiantara, M.Si
2. Dr. Suhartono, M.Sc
3. Santi Wulan Purnami, M.Si., Ph.D
1. Dr. Ir. Setiawan, MS
2. Dr. Muhammad Mashuri, MT.
3. Dr. Dra. Ismaini Zain, M.Si
4. Prof. Akhmad Fauzy, S.Si., M.Si.. Ph.D. (Univeritas Islam Indonesia)
282018PREATIN
0621 1060 017 002
BPS Provinsi Kalimantan BaratNTEGRATION MIGRATION SCHEDULE MODEL AND POISSON MODEL IN HIERARCHICAL BAYES MODEL (POPULATION CENSUS 2010: EAST JAVA PROVINCE)1. Prof. Drs. Nur Iriawan, M.IKom., Ph.D
2. Dr. Dra. Ismaini Zain, M.Si
3. Dr. Wendy Hartanto, MA
1. Dr. Suhartono, M.Sc
2. Dr. Sutikno, M.Si
3. Santi Wulan Purnami, S.Si, M.Si, Ph.D
4. Dr. Ir. Erfiani, M.Si. (Institut Pertanian Bogor)
292018AGUS BUDHI SANTOSA
0621 1060 017 001
BPS Kabupaten JombangMODELING SKEW NORMAL ON SEEMINGLY UNRELATED REGRESSION (SUR) BAYESIAN APPROACH1. Prof. Drs. Nur Iriawan, M.Ikom., Ph.D
2. Dr. Ir. Setiawan, MS
3. Mohammad Dokhi, Ph.D
1. Dr. Drs. Agus Suharsono, M.S.
2. Dr. Dra, Agnes Tuti Rumiati, M.Sc
3. Dr. Santi Puteri Rahayu, M. Si.
4. Tri Haryanto, S.E., M.P., Ph.D. (Universitas Airlangga)
302019RAHMAWATI PANE
0621 1060 010 004
Prodi Matematika, FMIPA Universitas Sumatera UtaraFourier Series Estimator In Semiparametric Regression1. Prof. Dr. Drs. I Nyoman Budiantara, M.Si
2. Dr. Dra. Ismaini Zain, M.Si
3. Dr. Bambang Widjanarko Otok, M.Si
1. Dr. Ir. Setiawan, MS
2. Dr. Purhadi., M.Sc.
3. Dr. Vita Ratnasari., M.Si.
4. Prof Dr. Dra. Sri Haryatmi, M.Si (Universitas Gadjah Mada)
312019ENI SUMARMININGSIH
'0621 14 6001 0003
Departemen Statistika, Universitas BrawijayaSpatial vector autoregressive model with calendar variation and its application model to Inflation and Money Supply data in Surabaya, Malang, Kediri, and Jember1. Dr. Ir. Setiawan, MS.
2. Dr. Agus Suharsono, MS.
3. Prof. Dr. Budi Nurani Ruchjana, MS.
1. Prof. Dr. I Nyoman Budiantara, M.Si
2. Dr. Vita Ratnasari, M.Si
3. Dr. Sutikno, M.Si
4. Prof. Dr. Ir. Khairil Anwar N, MS (Institut Pertanian Bogor)
322019HIDAYATUL KHUSNA
'0621 16 6001 0003
Departemen Statistika, Institut Teknologi Sepuluh NopemberTHE DEVELOPMENT OF MAXIMUM MULTIVARIATE CUMULATIVE SUM CONTROL CHART FOR AUTOCORRELATED DATA1. Dr. Muhammad Mashuri, MT.
2. Dr. Suhartono, M.Sc.
3. Dr. rer.pol. Dedy Dwi Prastyo, M.Si.
1. Prof. Drs. Nur Iriawan, M.Ikomp, Ph.D
2. Dr. Santi Puteri Rahayu, M. Si.
3. Santi Wulan Purnami, S.Si, M.Si, Ph.D
4. Prof. Ir. Budi Santosa, M.S., Ph.D.
332019MUHAMMAD AHSAN
'0621 16 6001 0004
Departemen Statistika, Institut Teknologi Sepuluh NopemberDEVELOPMENT OF MULTIVARIATE CONTROL CHART BASED ON PCA MIX FOR DETECTION INTRUSION1. Dr. Muhammad Mashuri, MT.
2. Dr.rer.pol. Heri Kuswanto, M.Si.
3. Dr. rer.pol. Dedy Dwi Prastyo, M.Si.
1. Prof. Dr. I Nyoman Budiantara, M.Si
2. Dr. Suhartono, M.Sc
3. Dr. Santi Puteri Rahayu, M. Si.
4. Royyana Muslim Ijtihadi, M.Kom., Ph.D.
342020YULIANI SETIA DEWI
'0621 14 6001 0001
Universitas JemberGeographically Weighted Multivariate Negative Binomial Regression1. Dr. Purhadi, M.Sc.
2. Dr. Sutikno, M.Si.
3. Dr. Santi Wulan Purnami, M.Si.
1. Prof. Dr. I Nyoman Budiantara, M.Si
2. Dr. Bambang Widjanarko Otok, S.Si, M.Si
3. Dr. rer.pol. Heri Kuswanto, M.Si
4. Dr. Windhu Purnomo, dr., M.S. (Universitas Airlangga)
352020ACHMAD SYAHRUL CHOIR
'0621 12 6001 7001
Politeknik Statistika STISTHE NEW NEO-NORMAL DISTRIBUTION AND ITS PROPERTIES1. Prof. Drs. Nur Iriawan, M.Ikom, Ph.D.
2. Dr. Brodjol Sutijo Suprih Ulama, M.Si.
3. Mohammad Dokhi, Ph.D.
1. Dr. Bambang Widjanarko Otok, S.Si, M.Si
2. Dr. Suhartono, M.Sc
3. Dr.rer.pol. Heri Kuswanto, M.Si.
4. Prof. rer.nat Dedi Rosadi, S.Si., M.Sc. (Universitas Gadjah Mada)
362020Rindang Bangun Prasetyo
'0621 13 6001 7002
Politeknik Statistika STISSPATIAL HIERARCHICAL BAYES GENERALIZED LOGIT NORMAL MODELING IN SMALL AREA ESTIMATION FOR DROPOUT RATE MAPING AMONG POOR PEOPLE1. Prof. Dr.rer.pol. Heri Kuswanto, M.Si.
2. Prof. Drs. Nur Iriawan, M.Ikom, Ph.D
3. Dr. Brodjol Sutijo Suprih Ulama, M.Si.
1. Dr. Bambang Widjanarko Otok, S.Si, M.Si
2. Dr. Dra, Agnes Tuti Rumiati, M.Sc
3. Dr. Dra. Kartika Fithriasari, M.Si
4. Dr. Sarpono, S.Si., M.Sc (BPS RI)
372020Rahmat Hidayat
'0621 16 6001 0001
Universitas Cokroaminoto PalopoMIXED SMOOTHING SPLINE AND KERNEL ESTIMATOR IN MULTIVARIABLE NONPARAMETRIC REGRESSION1. Prof. Dr. Drs. I Nyoman Budiantara, M.Si.
2. Dr. Bambang Widjanarko Otok, M.Si.
3. Dr. Vita Ratnasari, M.Si.
1. Santi Wulan Purnami, S.Si, M.Si, Ph.D
2. Dr. Dra, Agnes Tuti Rumiati, M.Sc
3. R. Moh. Atok,S.Si, M.Si, Ph.D
4. Prof. Dr. Sri Haryatmi Kartiko, M.Sc (Universitas Gadjah Mada)
382020Mustaqim
'0621 13 6001 7001
BPS Kota BalikpapanDEVELOPMENT OF IV-GMM METHOD IN THE SYSTEM SIMULTANEOUS EQUATION OF SPATIAL DURBIN PANEL DATA
1. Dr. Ir. Setiawan, MS.
2. Dr. Suhartono, M.Sc.
3. Dr. Brodjol Sutijo Suprih Ulama, M.Si.
1. Dr. Sutikno, M.Si
2. Prof. Drs. Nur Iriawan, M.Ikomp, Ph.D
3. Dr.rer.pol. Dedy Dwi Prastyo, S.Si, M.Si
4. Prof. Dr Anton Abdulbasah Kamil (Istanbul Gelişim University, Turkey)
392020M. Fathurahman
'0621 13 6001 0001
Universitas MulawarmanGEOGRAPHICALLY WEIGHTED MULTIVARIATE LOGISTIC REGRESSION
A Case Study: Modeling the Status of Public Health Development Index and Human Development Index of Districts/Cities in Kalimantan Island
1. Dr. Purhadi, M.Sc.
2. Dr. Sutikno, M.Si.
3. Dr. Vita Ratnasari, M.Si.
1. Prof. Dr. I Nyoman Budiantara, M.Si
2. Dr. Bambang Widjanarko Otok, S.Si, M.Si
3. Dr. Suhartono, M.Sc
4. Dr. Sri Wahyuningsih, S.Si., M.Si (Universitas Mulawarman)
402020Wibawati
'0621 14 6001 0005
Departemen Statistika, Institut Teknologi Sepuluh NopemberFUZZY MULTIATRIBUTTE CONTROL CHART
1. Dr. Muhammad Mashuri, MT.
2. Irhamah, M.Si., Ph.D.
3. Dr. Purhadi, M.Sc.
1. Prof. Drs. Nur Iriawan, M.Ikomp, Ph.D
2. Dr. Suhartono, M.Sc
3. Dr.rer.pol. Dedy Dwi Prastyo, S.Si, M.Si
4. Dr. Ir. Sri Nurdiati, M.Sc (Institut Pertanian Bogor)
412020Anik Anekawati
'0621 13 6001 0003
Universitas WirarajaSpatial Structural Equation Modeling with Generalized Method of Moments Approach (Case Study: Education Quality Modeling in Senior High School Level at Sumenep Regency )1. Dr. Bambang Widjanarko Otok, M.Si.
2. Dr. Purhadi, M.Sc.
3. Dr. Sutikno, M.Si.
1. Dr. Drs. Agus Suharsono, M.S.
2. Prof. Drs. Nur Iriawan, M.Ikomp, Ph.D
3. Prof. Dr. I Nyoman Budiantara, M.Si
4. Prof. Dr. Ir. Henny Pramoedyo, M.S. (Universitas Brawijaya)
422020Anindya Apriliyanti Pravitasari
0621 15 6001 0003
Departemen Statistika FMIPA Universitas PadjadjaranSPATIALLY CONSTRAINED NEO-NORMAL MIXTURE MODEL (SC-NENOMIMO) WITH BAYESIAN APPROACH IN APPLICATION OF MRI BRAIN TUMOR SEGMENTATION
1. Prof. Drs. Nur Iriawan, M.Ikom, Ph.D.
2. Dr. Kartika Fithriasari, M.Si.
3. Dr. Santi Wulan Purnami, M.Si.
1. Dr.rer.pol. Heri Kuswanto, M.Si.
2. Dr. Purhadi, M.Sc.
3. Dr. Irhamah, M.Si.
4. Prof. Dra. Sri Hartati, M.Sc., Ph.D. (Universitas Gadjah Mada)
432021Anita Rahayu
0621 17 6001 0003
Computer Science, Universitas BINUS MalangGEOGRAPHICALLY WEIGHTED MULTIVARIATE GAMMA REGRESSION MODEL (Case Study: Index of Human Development Dimensions of Regency/Municipality in Java)1. Dr. Purhadi, M.Sc.
2. Dr. Sutikno, M.Si.
3. Dr.rer.pol. Dedy Dwi Prastyo, M.Si
1. Prof. Drs. Nur Iriawan, M.Ikomp, Ph.D
2. Santi Wulan Purnami, S.Si, M.Si, Ph.D
3. Dr. Dra. Ismaini Zain, M.Si
4. Dr. Ali Said, M.A (BPS RI)
442021Ni Putu Ayu Mirah Mariati
0621 17 6001 0004
Universitas Mahasaraswati DenpasarCOMBINATION ESTIMATION OF SMOOTHING SPLINE AND FOURIER SERIES IN NONPARAMETRIC REGRESSION MULTIVARIABLE1. Prof. Dr. Drs. I Nyoman Budiantara, M.Si.
2. Dr. Vita Ratnasari, M.Si.
1. Dr. Drs. Agus Suharsono, MS
2. Dr. Dra. Ismaini Zain, M.Si
3. Dr. Dra. Kartika Fithriasari, M.Si
4. Dr. Budi Santoso, S.ST, M.Si. (BPS RI)
452022Dwi Rantini
06211860010004
Prodi Teknologi Sains Data, Fakultas Teknologi Maju dan Multidisiplin, Universitas AirlanggaCONDITIONALLY AUTOREGRESSIVE MIXTURE SURVIVAL SPATIAL MODELING WITH BAYESIAN REVERSIBLE JUMP MARKOV CHAIN MONTE CARLO IN DENGUE HEMORRHAGIC FEVER CASES1. Prof. Drs. Nur Iriawan, M.Ikom, Ph.D.
2. Irhamah, M.Si, Ph.D.
1. Santi Wulan Purnami, S.Si, M.Si, PhD
2. Dr.rer.pol. Dedy Dwi Prastyo, S.Si, M.Si
3. Dr. Dra. Kartika Fithriasari, M.Si
4. Sri Astuti Thamrin, S.Si, M.Stat, PhD. (FMIPA Universitas Hasanudin)
462022Rumaisa Kruba
06211860010006
Jurusan Statistika FMIPA Universitas Syiah KualaDevelopment of Simultaneous Multivariate Control Chart for Individual Observations1. Prof. Dr. Muhammad Mashuri, MT.
2. Dr.rer.pol. Dedy Dwi Prastyo, M.Si.
1. Dr. Kartika Fithriasari, M.Si.
2. Dr. Sutikno, M.Si
3. Santi Puteri R, M.Si, Ph.D
4. Dr. Evi Ramadhani, S.Si.,M.Si (FMIPA, Universitas Syiah Kuala)
472022Dyah Putri Rahmawati
06211860010007
Telkom University SurabayaESTIMATION OF MULTI-RESPONSE NONPARAMETRIC REGRESSION CURVE WITH MIXED ESTIMATOR OF SPLINE SMOOTHING AND KERNEL
1. Prof. Dr. Drs. I Nyoman Budiantara, M.Si.
2. Dr.rer.pol. Dedy Dwi Prastyo, M.Si.
1. Dr. Bambang Widjanarko Otok, S.Si, M.Si
2. Dr. Dra, Agnes Tuti Rumiati, M.Sc
3. Irhamah, S.Si, M.Si, PhD.
4. Drs. Danardono, M.Ph, Ph.D (FMIPA UGM)
482022Helida Nurcahayani
06211860010002
BPS Provinsi D.I.YogyakartaCOMBINED ESTIMATOR OF TRUNCATED SPLINE AND FOURIER SERIES ON MULTIRESPONSE NONPARAMETRIC REGRESSION1. Prof. Dr. I Nyoman Budiantara, M.Si
2. Dr. Ismaini Zain, M.Si
1. Dr. rer. pol. Dedy Dwi Prastyo, S.Si., M.Si.
2. Dr. Dra. Agnes Tuti Rumiati, M.Sc.
3. Irhamah, S.Si, M.Si, PhD.
4. Dr. Ali Said, MA. (BPS RI)
492022Made Ayu Dwi Octavanny
06211860010005
FMIPA Universitas UdayanaMIXED ESTIMATOR OF TRUNCATED SPLINE AND FOURIER SERIES IN NONPARAMETRIC REGRESSION FOR LONGITUDINAL DATA
1. Prof. Dr. Drs. I Nyoman Budiantara, M.Si.
2. Dr.rer.pol. Heri Kuswanto, M.Si.
1. Santi Wulan P, S.Si, M.Si, Ph.D
2. Jerry Dwi Trijoyo Utomo, S.Si, M.Si, Ph.D
3. Dr. Vita Ratnasari, S.Si, M.Si
4. Prof. Muhammad Arif Tiro, Ph.D (Universitas Negeri Makassar)
502022Arifatus Solikhah
06211660017002
BPS Provinsi Kalimantan TimurDEVELOPMENT OF THE MIXTURE AUTOREGRESSIVE MODEL (CASE STUDY: SUMATRAN LIGHT CRUDE PRICE FORECASTING)
1. Prof. Dr.rer.pol. Heri Kuswanto, M.Si.
2. Prof. Drs. Nur Iriawan, M.Ikom, Ph.D.
3. Dr. Kartika Fithriasari, M.Si.
1. Dr. Ir. Setiawan, MS.
2. Dr. Drs. Muhammad Mashuri, MT.
3. Irhamah, S.Si, M.Si, PhD.
4. Dr. Nasrudin, S.Si., M.E (Politeknik Statistika STIS)
512022Muhammad Sjahid Akbar
06211360010006
Departemen Statistika, Institut Teknologi Sepuluh NopemberGeneralized Space-Time Autoregressive Moving Average (GSTARMA) Model Involving Exogenous Variables Using Seemingly Unrelated Regression (SUR) Approach
1. Dr. Ir. Setiawan, MS.
2. Prof. Dr. Budi Nurani Ruchjana, MS.
1. Prof. Drs. Nur Iriawan, M.Ikomp, Ph.D
2. Prof. Dr. Drs.I Nyoman Budiantara, M.Si
3. R. Moh. Atok,S.Si, M.Si, Ph.D
4. Prof. Dr Anton Abdulbasah Kamil (Istanbul Gelişim University, Turkey)
522022Sarni Maniar Berliana
06211660017001
Politeknik Statistika STISGEOGRAPHICALLY WEIGHTED MULTIVARIATE GENERALIZED POISSON REGRESSION MODEL (Case Study: Infant, Child, and Maternal Mortality Modeling in Java Island)
1. Dr. Purhadi, M.Sc.
2. Dr. Sutikno, M.Si.
3. Dr. Santi Puteri Rahayu, M. Si.
1. Dr. Muhammad Mashuri, MT
2. Jerry Dwi T Purnomo, M.Si, Ph.D
3. Dr. Irhamah, M.Si.
4. Dr. Sarpono S.Si, M.Sc (BPS RI)
532022Wahyuni Suryaningtyas
06211460010004
Pendidikan Matematika, Universitas Muhammadiyah SurabayaDevelopment of Hierarchical Bernoulli Mixture Model with Bayesian Approach for Bidikmisi Data Modeling1. Prof. Drs. Nur Iriawan, M.Ikom, Ph.D.
2. Prof. Dr.rer.pol. Heri Kuswanto, M.Si.
3. Dr. Ismaini Zain, M.Si.
1. Dr. Kartika Fithriasari, M.Si.
2. Dr. Ir. Setiawan, MS.
3. Dr. rer.pol. Dedy D Prastyo, M.Si
4. Prof. Drs. I Made Tirta, M.Sc., Ph.D. (Universitas Negeri Jember)
542022Dwi Endah Kusrini
06211460010007
Departemen Statistika Bisnis, Institut Teknologi Sepuluh NopemberSPATIAL SIMULTANEOUS MODEL OF DYNAMIC PANEL DATA WITH INSTRUMENTAL VARIABLE GENERALIZED METHOD OF MOMENT IN THE CASE OF HETEROSKESDASTICITY
1. Dr. Ir. Setiawan, MS.
2. Prof. Dr.rer.pol. Heri Kuswanto, M.Si.
3. Prof. Dr. Budi Nurani Ruchjana, MS.
1. Prof. Dr. I Nyoman Budiantara, M.Si
2. Dr. Sutikno, M.Si
3. R. Moh. Atok,S.Si, M.Si, Ph.D
4. Rossanto Dwi Handoyo, SE., M.Si., Ph.D. (Universitas Airlangga)
552022Dewi Novita Sari
06211860010003
BPS Provinsi Jawa TengahMODEL GEOGRAPHICALLY WEIGHTED MULTIVARIATE ZERO INFLATED GENERALIZED POISSON REGRESSION1. Dr. Purhadi, M.Sc.
2. Santi Puteri R, M.Si, Ph.D
3. Irhamah, M.Si, Ph.D
1. Prof. Dr. I Nyoman Budiantara, M.Si
2. Dr. Sutikno, M.Si
3. Dr. Kartika Fithriasari, M.Si.
4. Dr. I Made Arcana, S.Si, M.Sc (STIS)
562022Ermawati
'06211960010004
Universitas Islam Negeri - Alaudin MakassarMULTIVARIATE ZERO-INFLATED POISSON INVERSE GAUSSIAN REGRESSION
1. Dr. Purhadi, M.Sc.
2. Santi Puteri R, M.Si, Ph.D
1. Dr. Sutikno, M.Si
2. Dr. Irhamah, M.Si
3. Dr. Anang Kurnia, S.Si., M.Si (Institut Pertanian Bogor)
572022Selvi Mardalena
06211960010010
Universitas Syiah KualaPARAMETER ESTIMATION AND HYPOTHESIS TESTING OF GEOGRAPHICALLY WEIGHTED MULTIVARIATE POISSON INVERSE GAUSSIAN REGRESSION MODELS
1. Dr. Purhadi, M.Sc.
2. Jerry Dwi T Purnomo, M.Si, Ph.D
3. Dr. rer.pol. Dedy D Prastyo, M.Si
1. Dr. Sutikno, M.Si
2. Dr. Santi Puteri Rahayu, M. Si.
3. Dr. Erni Tri Astuti, M.Math (STIS)
582023Alfira Mulya Astuti
06211760010001
Universitas Islam Negeri MataramSIMULTANEOUS SPATIAL DYNAMIC DURBIN PANEL MODELS WITH MODIFIED GENERALIZED ESTIMATING EQUATION APPROACH1. Dr. Ir. Setiawan, M.S
2. Dr. Dra. Ismaini Zain, M.Si
3. Jerry Dwi Trijoyo Purnomo, M.Si, Ph.D
1. Prof. Drs. Nur Iriawan, M.Ikomp, Ph.D
2. Dr. Sutikno, M.Si
3. Dr. rer.pol. Dedy D Prastyo, M.Si
4. Dr. Windijarto, SE., MBA. (Universitas Airlangga)
592023Andreas Riyanto
06211760017003
BPS Kabupaten BanyumasDEVELOPMENT OF MUTUAL INFORMATION-BASED VARIABLES SELECTION METHOD ON LATENT CLASS CLUSTER (Case Study: Variable Selection In Data Collection For New Villages As A Results Of Regional Expansion)1. Prof. Dr.rer.pol. Heri Kuswanto, M.Si.
2. Dr. rer.pol. Dedy Dwi Prastyo, S.Si, M.Si.
1. Dr. Dra. Ismaini Zain, M.Si
2. Prof. Dr. Bambang Widjanarko Otok, M.Si.
3. Dr. Kartika Fithriasari, M.Si.
4. Dr. Agus Budhi Santosa, S.Si., M.T. (BPS Provinsi Jawa Timur)

602023Andi Tenri Ampa
06211760010006
Universitas Halu Oleo

COMBINED ESTIMATOR OF MULTIVARIABLES KERNEL AND FOURIER SERIES IN SEMIPARAMETRIC REGRESSION
1. Prof. Dr. I Nyoman Budiantara, M.Si
2. Dr. Dra. Ismaini Zain, M.Si
1. Dr. Kartika Fithriasari, M.Si.
2. Dr. Agus Suharsono, MS.
3. Dr. Dra. Agnes Tuti Rumiati, M.Sc.
4. Achmad Efendi, S.Si, M.Sc, Ph.D (Universitas Brawijaya)
612023Irwan Susanto
06211460010002
Universitas Sebelas MaretThe Bayesian Mixture of Generalized Linear Models with Gamma-Distributed Responses
1. Prof. Drs. Nur Iriawan, M.Ikomp, Ph.D
2. Prof. Dr.rer.pol. Heri Kuswanto, S.Si, M.Si
1. Prof. Dr. Bambang Widjanarko Otok, M.Si.
2. Prof. Dr. Muhammad Mashuri, MT
3. Dr. Kartika Fithriasari, M.Si.
4. Prof. Dr. Titin Siswantining, D.E.A. (Universitas Indonesia)
622023Rahmawati Erma Standsyah
06211760010005
Universitas Negeri SurabayaMETA-ANALYTIC STRUCTURAL EQUATION MODELING (MASEM) DENGAN GENERALIZED METHOD OF MOMENTS (GMM)1. Prof. Dr. Bambang Widjanarko Otok, M.Si.
2. Dr. Agus Suharsono, MS.
1. Dr. Purhadi, M.Sc.
2. Dr. Vita Ratnasari, M.Si.
3. Dr. Irhamah, M.Si
4. Prof. Akhmad Fauzy, S.Si., M.Si.. Ph.D. (Univeritas Islam Indonesia)
632023Idhia Sriliana
06211960010003
Universitas Bengkulu (UNIB)MIXED ESTIMATOR OF TRUNCATED SPLINE AND LOCAL LINEAR IN NONPARAMETRIC REGRESSION FOR LONGITUDINAL DATA1. Prof. Dr. Drs. I Nyoman Budiantara, M.Si.
2. Dr. Vita Ratnasari, S.Si., M.Si.
1. Prof. Dr. Bambang W. Otok, M.Si
2. Jerry Dwi Trijoyo Purnomo, M.Si, Ph.D
3. Yudhie Andriyana, M.Sc., Ph.D (Universitas Padjadjaran)
642023Hady Suryono
06211860010001
BPS Kota Bandar LampungCLASSIFICATION OF TEMPORAL DATA
WITH IMBALANCED RESPONSE USING
TWO-PHASE STRATIFIED RANDOM FOREST (TPSRF) Case Study: Rice Growth Phases in Lamongan
1. Prof. Dr.rer.pol. Heri Kuswanto, M.Si
2. Prof. Nur Iriawan, MIkomp, Ph.D
1. Prof. Dr. Bambang Widjanarko Otok., M.Si.
2. Dr. Ismaini Zain, M.Si
3. Prof. Setia Pramana, S.Si., M.Sc., Ph.D (Politeknik Statistika STIS)
652023Moch. Abdul Mukid
06211960010002
Universitas DiponegoroSEGMENTATION IN STRUCTURAL EQUATION
MODELING USING PARTIAL LEAST SQUARES AND MODIFIED FUZZY CLUSTERING
1. Dr. Bambang Widjanarko Otok, S.Si, M.Si
2. Dr. Drs. Agus Suharsono, MS
1. Prof. Dr. Purhadi, M.Sc
2. Dr. Sutikno, M.Si
3. Achmad Efendi, M.Sc, Ph.D (Universitas Brawijaya)
662023Riry Sriningsih
0621 19 6001 0011
Universitas Negeri PadangMULTIVARIATE ADAPTIVE GEOGRAPHICALLY
WEIGHTED GENERALIZED POISSON REGRESSION SPLINES (MAGWGPRS) (Case Study: Modeling the Number of Dengue Fever Cases)
1. Prof. Dr. Bambang Widjanarko Otok, M.Si
2. Dr. Sutikno, M.Si
1. Prof. Dr. Purhadi, M.Sc
2. Dr.rer.pol. Dedy Dwi Prastyo, M.Si
3. Rahma Fitriani, S.Si, M.Sc, Ph.D (Universitas Brawijaya)
672023Pismia Sylvi
06211560010002
Universitas TerbukaMODEL PERMUKAAN MULTIRESPON T MULTIVARIAT DENGAN OPTIMASI MENGGUNAKAN PENDEKATAN PEMROGRAMAN NONLINEAR (STUDI KASUS: OPTIMASI KARAKTERISTIK KUALITAS TABLET OBAT)1. Prof. Dr. Purhadi, M.Sc
2. Dr. Dra. Kartika Fithriasari, M.Si.
3. Dr. Sutikno, S.Si., M.Si.
1. Prof. Dr. Drs. I Nyoman Budiantara, MS
2. Irhamah, S.Si, M.Si, Ph.D
3. Santi Wulan Purnami, S.Si, M.Si, Ph.D
4. Achmad Efendi, M.Sc, Ph.D (Universitas Brawijaya)
682023Hartayuni Sain
06211560010001
Universitas TadulakoFUZZY SUPPORT VECTOR MACHINE UNTUK KLASIFIKASI DATA TIME SERIES MULTIKELAS IMBALANCED1. Prof. Dr.rer.pol. Heri Kuswanto, S.Si, M.Si.
2. Santi Wulan Purnami, S.Si, M.Si, Ph.D
3. Dr. Santi Puteri Rahayu, S.Si, M.Si, Ph.D
1. Prof. Drs. Nur Iriawan, M.Ikomp, Ph.D
2. Dr. Sutikno, S.Si, M.Si
3. Dr.rer.pol. Dedy Dwi Prastyo, S.Si, M.Si
4. Achmad Efendi, M.Sc, Ph. D (Universitas Brawijaya)
692024Defi Yusti Faidah
6211760010002
Departemen Statistika FMIPA, Universitas PadjadjaranDEVELOPMENT OF AN ENSEMBLE FORECAST
CALIBRATION METHOD FOR EXTREME EVENT
1. Prof. Dr.rer.pol. Heri Kuswanto, S.Si, M.Si
2. Dr. Sutikno, S.Si, M.Si
1. Drs. Nur Iriawan, M.Ikomp, Ph.D
2. Santi Puteri Rahayu, S.Si, .Si, Ph.D
3. Dr. Ir. Dodo Gunawan, DEA (STMKG-BMKG RI)
702024Lilis Laome
7003201001
Jurusan Matematika FMIPA, Universitas Halu OleoGEOGRAPHICALLY WEIGHTED NONPARAMETRIC
REGRESSION MODEL WITH MIXED ESTIMATOR
APPROACH SPLINE TRUNCATED AND FOURIER SERIES
1. Prof. Dr. Drs. I Nyoman Budiantara, M.Si.
2. Prof. Dr. Vita Ratnasari, S.Si., M.Si.

1. Prof. Dr. Purhadi, M.Sc
2. Jerry Dwi Trijoyo Purnomo, S.Si, M.Si, Ph.D
3. Dr. Agus M. Soleh (Institut Pertanian Bogor)
712024Gama Putra Danu Sohibien
7003201004
Politeknik Statistika STISDevelopment of Threshold Spatial Vector Autoregressive Model with Exogenous Variables (TSpVARX)1. Dr. Setiawan, MS
2. Dr.rer.pol. Dedy Dwi Prastyo, M.Si.
1. Prof. Dr.rer.pol. Heri Kuswanto, S.Si, M.Si
2. Dr. Hidayatul Khusna,  S.Si
3. Dr. Nasrudin, S.Si., M.E. (Politeknik Statistika STIS)
722024Wiyli Yustanti
06211960010001
Jurusan Teknik Informatika, Fakultas Teknik,
Universitas Negeri Surabaya
A DEVELOPMENT OF MULTICLASS SUPPORT VECTOR MACHINE (SVM) ALGORITHM FOR CATEGORIC PREDICTORS WITH PROPORTIONAL CLASS CONSTRAINT1. Prof. Drs. Nur Iriawan, MI.Kom, Ph.D.
2. Irhamah, M.Si, Ph.D.
1. Dr.rer.pol. Dedy Dwi Prastyo, M.Si.
2. Prof. Dr. Vita Ratnasari, S.Si, M.Si
3. Prof. Dr. Taufik Fuadi Abidin, S.Si., M.Tech (Universitas Syiah Kuala)
732024Septia Devi Prihastuti Yasmirullah
06211960010009
Prodi Teknologi Sains Data, Fakultas Teknologi Maju dan Multidisiplin, Universitas AirlanggaDevelopment of Spatial Multivariate Adaptive Generalized Poison Regression Spline Model (Case Study: The Number of Tuberculosis)1. Prof. Dr. Bambang Widjarnako Otok, M.Si
2. Jerry Dwi Trijoyo Utomo, S.Si, M.Si, Ph.D
3. Dr. rer pol, Dedy Dwi Prastyo, S.Si, M.Si
1. Prof. Dr. rer pol. Heri Kuswanto, S.Si, M.Si
2. Dr. Achmad Choiruddin, S.Si, M.Sc
3. Sri Astuti Thamrin, S.Si, M.Stat, PhD. (Universitas Hasanudin)
742024Yoga Sasmita
7003201005
BPS Provinsi Kalimantan TengahDEVELOPMENT OF SINGULAR SPECTRUM ANALYSIS
VECTOR WITH STATE-DEPENDENT MODEL APPROACH
Case Study: Forecasting Indonesian Export
1. Prof. Dr.rer pol. Heri Kuswanto, S.Si, M.Si
2. Dr.rer pol. Dedy Dwi Prastyo, S.Si, M.Si
1. Dr. Ir. Setiawan, M.S
2. Irhamah, S.Si, M.Si, Ph.D
3. Dr. Winita Sulandari, S.Si, M.Si (Universitas Sebelas Maret)
752024Marissa Rifada
06211960010007
Departemen Matematika, Fakultas Sains dan Teknologi, Universitas Airlangga, SurabayaMULTIVARIATE POLYNOMIAL ORDINAL LOGISTIC
REGRESSION MODEL
1. Prof. Dr. Vita Ratnasari, S.Si, M.Si
2. Prof. Dr. Drs. Purhadi, M.Sc
1. Prof. Dr. Drs. I Nyoman Budiantara, M.Si
2. Santi Puteri Rahayu, S.Si.,M.Si., Ph.D
3. Achmad Efendi, S.Si, M.Sc, Ph.D (Universitas Brawijaya)
762024Muhammad Fajar
7003211006
BPS Provinsi BantenDEVELOPMENT OF LORENZ-EXTENDED ROHDE
FUNCTION, ADJUSTED SNR, LORENZ CURVE
ASYMMETRY MEASURE, AND INEQUALITY MEASURE
1. Dr. Ir. Setiawan, MS
2. Prof. Drs. Nur Iriawan, M.Ikom, Ph.D
1. Prof. Dr.rer.pol. Heri Kuswanto, M.Si.
2. Dr.rer.pol. Dedy Dwi Prastyo, M.Si.
3. Dr. Nasrudin, S.Si., M.E. (Politeknik Statistika STIS)
772024Musta'in Ramli
7003211004
-PARAMETER HYPOTHESIS TESTING IN
NONPARAMETRIC REGRESSION MODEL WITH FOURIER
SERIER APPROACH
1. Prof. Dr. Drs. I Nyoman Budiantara, M.Si
2. Prof. Dr. Vita Ratnasari, S.Si, M.Si
1. Prof. Dr. Bambang Widjanarko Otok, S.Si, M.Si
2. Jerry Dwi Trijoyo Purnomo, S.Si. M.Si, Ph.D
3. Dr. Drs. I Wayan Sudiarsa, M.Si. (Universitas PGRI Mahadewa Indonesia)
782024Mira Meilisa
7003201003
Universitas Muhammadiyah Sumatera BaratMULTIVARIATE ADAPTIVE REGRESSION SPLINES
BIRESPONSE CONTINUOUS MODEL WITH FUZZY
CLUSTERING MEANS (FCM) APPROACH
1. Prof. Dr. Bambang Widjanarko Otok, M.Si
2. Jerry Dwi Trijoyo Purnomo,  S.Si, M.Si, Ph.D
1. Prof. Dr. Purhadi, M.Sc
2. Dr. Kartika Fithriasari, M.Si
3. Yudhie Andriyana, M.Sc, Ph.D (Universitas Padjadjaran)
792025Suci Ismadyaliana
7003211009
BPS Kabupaten RembangOUTLIER DETECTION AND ACCOMODATING IN SPATIAL
AUTOREGRESSIVE PANEL SIMULTANEOUS EQUATIONS
1. Prof. Dr. Ir. Setiawan, MS
2. Jerry D.T. Purnomo, S.Si, M.Si, Ph.D
1. Prof. Dr. Muhammad Mashuri, MT
2. Dr. Sutikno. M.Si
3. Dr. Timbang Sirait, M.Si (Politeknik Statistika STIS)
802025Hasbi Yasin
7003211002
Universitas DiponegoroModel Geographically and Temporally Weighted Multivariate Generalized Gamma Regression1. Prof. Dr. Drs. Purhadi, M.Sc
2. Dr. Achmad Choiruddin, S.Si, M.Sc
1. Prof. Dr. Bambang Widjanarko Otok, M.Si
2. Dr. Sutikno. M.Si
3. Dr. I Gede Nyoman Mindra Jaya, S.Si., M.Si. (Universitas Padjadjaran)
812025Syarifah Inayati
7003211005
Universitas Negeri YogyakartaModel Markov Switching Autoregressive with Time-Varying Parameter1. Prof. Drs. Nur Iriawan, M.Ikom., Ph.D
2. Irhamah, M.Si., Ph.D.
1. Prof. Dr.rer pol. Heri Kuswanto, S.Si, M.Si
2. Dr.rer pol. Dedy Dwi Prastyo, M.Si
3. Dr. Di Asih I Maruddani, M.Si (Universitas Diponegoro)
822025Reny Ari Noviyanti
06211960010008
BPS Provinsi Sumatera UtaraMODEL PERSAMAAN SIMULTAN DATA PANEL UNTUK SMALL AREA ESTIMATION (Studi Kasus: Estimasi Pengeluaran Per Kapita dan Rata-rata Lama Sekolah Level Kecamatan di Kabupaten Langkat)1. Prof. Dr. Ir. Setiawan, MS
2. Dr. Agnes Tuti Rumiati, M.Sc
1. Prof. Dr.rer.pol. Heri Kuswanto, M.Si
2. Dr. Dra. Ismaini Zain, M.Si
3. Dr. Azka Ubaidillah, SST, MSi (Politeknik Statistika STIS)
832025Chrisandi Rantegau Lande
7003201006
Politeknik Ilmu Pelayaran MakassarState Space Generalized Extreme Value Mixture
Autoregressive Model with Hybrid EM-Particle Filter Estimator
1. Prof. Drs. Nur Iriawan, M.Ikom., Ph.D
2. Dr.rer pol. Dedy Dwi Prastyo, M.Si
1. Prof. Dr.rer pol. Heri Kuswanto, S.Si, M.Si
2. Dr.Muhammad Sjahid Akbar, S.Si, M.Si
3. Dr. Di Asih I Maruddani, M.Si (Universitas Diponegoro)
842025Marsono
7003211007
BPS Provinsi Sulawesi BaratSeemingly Unrelated Regression On Matrix Exponential Spatial Specification Development1. Prof. Dr. Ir. Setiawan, M.S
2. Prof. Dr.rer pol. Heri Kuswanto, S.Si. M.Si
1. Prof. Dr. Bambang Widjanarko Otok., M.Si
2. Prof. Dr. Drs. Purhadi, M.Sc
3. Dr. Ernawati Pasaribu, M.E. (Politeknik Statistika STIS)
852025Elok Fitriani Rafikasari
7003211001
IAIN TulungagungTechnology Acceptance Model (TAM) Analysis Using Fernandez-Steel Skew Normal Structural Equation Modeling with Bayesian Approach (Bayesian FSSN-SEM)1. Prof. Drs. Nur Iriawan, M.Ikomp., Ph.D.
2. Prof. Dr. Bambang Widjanarko Otok., M.Si
1. Dr. Dra. Kartika Fithriasari, M.Si
2. Dr.rer pol. Dedy Dwi Prastyo, S.Si, M.Si
3. Dr. Ruliana, M.Si (Universitas Negeri Makassar)
862025Dwilaksana Abdullah Rasyid
7003211003
Neo Normal Distribution Control Chart using Highest Posterior Distributions1. Prof. Drs. Nur Iriawan, M.Ikomp., Ph.D.
2. Prof. Dr. Muhammad Mashuri, M.T
1. Irhamah, S.Si, M.Si, Ph.D
2. Dr. Muhammad Ahsan, S.Si
3. Dr. Evi Ramadhani, S.Si., M. Si (Universitas Syiah Kuala)
872026MARGARETHA OHYVER
7003201002
Binus UniversityPengembangan Geographically and Temporally Weighted dengan Elastic Net Logistic Regression1. Prof. Dr. Drs. Purhadi, M.Sc
2. Dr. Achmad Choiruddin, S.Si, M.S
Dr. Sutikno, S.Si, M.Si
Santi Puteri Rahayu, S.Si., M.Si., Ph.D
Prof. Dr. Ir. Anik Djuraidah, M.S (IPB University)
882026CINDY CAHYANING ASTUTI
7003221003
Universitas Muhammadiyah SidoarjoSegmentasi Dalam Partial Least Square Structural Equation Modeling Menggunakan Kernel K-MEANS Clustering (PLS-SEM KKC)1. Prof. Dr. Bambang Widjanarko Otok, M.Si.
2. Shofi Andari, S.Stat., M.Si., Ph.D.
Prof. Dr. Vita Ratnasari, S.Si, M.Si
Jerry Dwi Trijoyo Purnomo, S.Si. M.Si, Ph.D
Prof. Dr. Sri Harini, M.Si (UIN Maulana Malik Ibrahim Malang)
892026SUKMA ADI PERDANA
7003221007
STAIN Sultan Abdurrahman Kepulauan RiauPengembangan Diagram Pengendali Simultan Tipe Shewhart Dan Cusum Berbasis Ranked Set Sampling1. Prof. Dr. Muhammad Mashuri, M.T
2. Dr. Muhammad Ahsan, S.Si.
Dr. Wibawati, S.Si, M.Si
Dr. Dra. Kartika Fithriasari, M.Si
Prof. Dr. Ir. Dradjad Irianto, M.Eng (Institut Teknologi Bandung)
902026WISNOWAN HENDY SAPUTRA
7003231004
Binus UniversityPengembangan Model Expectile Regression Neural Network Dengan Regularisasi Modified Lasso Untuk Data Mixed-Frequency Time Series1. Dr.rer.pol. Dedy Dwi Prastyo, S.Si, M.Si
2. Dr. Dra. Kartika Fithriasari., M.Si
Prof. Dr. Drs. Purhadi, M.Sc.
Dr. Muhammad Sjahid Akbar, S.Si, M.Si
Prof. Khreshna Imaduddin, S.Si, M.Si, Ph.D (Institut Teknologi Bandung)

YearDescriptionFile
2026Period August 2026 - February 2027View
2026Period January 2026 - July 2026View

YEARSUBJECTDESCRIPTIONFILE
2026myITS Academics 2.0 GuideView
2025Peraturan akademik tahunView
2025Persyaratan seminar dan ujianView
2025Form Learning Agreement and Credit Transfer ITSView
2025QUALITY ASSURANCE OF HIGHER EDUCATIONNUMBER 39 OF 2025
REGULATION OF THE MINISTER OF HIGHER EDUCATION, SCIENCE AND TECHNOLOGY
REPUBLIC OF INDONESIA
NUMBER 39 OF 2025
View
2025Kode Etik Mahasiswa ITSPeraturan Rektor ITS
Nomor 34 Tahun 2025
View
2024Buku Panduan Penggunaan Generative AI pada Pembelajaran di Perguruan TinggiView
2024Buku Panduan Penggunaan Generative AI pada Pembelajaran di ITSView
2023Penetapan Gelar LulusanSK Rektor ITS
No 69/IT2/T/HK.00.01/2023
View
2023Academic RegulationRector Regulation of Institut Teknologi Sepuluh Nopember (ITS) Number 18 Year 2023View
2020Peraturan AkademikPeraturan Rektor ITS
No 23 Tahun 2020
Unduh
2020Baku Mutu Pascasarjana ITSKeputusan Rektor ITS
Nomor: T/2086/IT2/HK.00.01/2020
View
2020myITS Classroom GuideView
2019Buku Panduan Kuliah Pascasarjana StatistikaView
2019Peraturan AkademikPeraturan Rektor ITS
No 32 Tahun 2019
Unduh
2019Hak dan Kewajiban Mahasiswa Institut Teknologi Sepuluh NopemberPeraturan Rektor ITS Nomor 16 Tahun 2019View
2019Organisasi dan Tata Kerja Fakultas di Lingkungan ITSPeraturan Rektor ITS
No 25 Tahun 2019
View
2018Peraturan AkademikPeraturan Rektor ITS
No 15 Tahun 2018
View
2018Pedoman Penyusunan Disertasi Program Studi DoktorView
2012Higher Education, the National Standards for Higher Education Law Number 12 of 2012 concerning Higher Education, the National Standards for Higher Education (SN-Dikti)View
2012DESCRIPTION OF KKNI QUALIFICATION LEVELSATTACHMENT PRESIDENTIAL REGULATION OF THE REPUBLIC OF INDONESIA
NUMBER 8 OF 2012
View
2012INDONESIAN NATIONAL QUALIFICATION FRAMEWORKPRESIDENTIAL REGULATION OF THE REPUBLIC OF INDONESIA
NUMBER 8 OF 2012
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