Danardono

 

Biography

Danardono was graduated from the Statistics Bachelor Program, Faculty of Mathematics and Natural Sciences, Universitas Gadjah Mada (UGM) in 1992.  Since 1994 he works in the Faculty of Mathematics and Natural Sciences, UGM; and is also affiliated with the Clinical Epidemiology Unit Faculty of Medicine, UGM.  He got a Master of Public Health in Biostatistics (MPH) from the Department of Biostatistics and Demography, Faculty of Public Health, Khon Kaen University, Thailand. The field of epidemiology and medicine motivated him to do methodological research in this area as his doctoral study, by then in 2005 he got Ph.D. in Statistics from Umeå University, Sweden. Since then, he has been working in teaching, consulting, and research in biostatistics, survival analysis, epidemiology, demography, mortality models, and statistical computing. 

 

Research interests

Danardono’s main research interests are in Survival Data (time-to-event data) Analysis and Longitudinal Data Analysis.  His research focus is on the development and application of Survival and longitudinal data analysis for epidemiological, medical, and actuarial problems.

 

Students

PhD student

1. Adhitya Ronnie Effendie (2011) (Supervision and promotor)

Topic: On Health Insurance Valuation Models with Dynamic Interest Rate using Multistate Risk Approach

2. Hasih Pratiwi (2015) (Co-supervision and co promotor)

Topic: Earthquake Insurance Model in Indonesia using Spatio-Temporal Point Process Approach

3. M. Fatekurohman (2015) (Co-supervision and co promotor)

Topic: Nonparametric Maximum Likelihood Estimation for Bivariate Censored Data using Graph Theory

4. Devni Primasari (2020) (Co-supervision and co promotor)

Topic: Earthquake insurance premium valuation using K-Means Bayesian Networs

5. A. Nina Rosana Chytrasari (2020) (Co-supervision and co promotor)

Topic: Small area estimation under semi-parametric mixed-models and informative sampling

 

Master student

1. Humam Rosyadi (2022)

Topic: Competing Risk Models using Cause-specific Hazards

2. Brian Yonathan Suryantho (2021)

Topic:  A Buhlmann credibility approach to mortality rates extrapolation 

3. Nur Rahmah Yunita Abar (2020) 

Topic: Small population bias and sampling effect in stochastic mortality modeling

4. Nisaul Aufa A. (2020)

Topic: Competing risk models with time-dependent covariate using sub-distribution hazards approach

5. Alfa Nur Sabila (2020)

Topic: Application of machine learning decision tree for mortality modeling to improve the accuracy of Lee-Carter and Renshaw-Haberman Models

6. Suci Rahmadani (2020)

Topic: Pension funding using Group Self Annuitization 

7. Ni Wayan Septi Sadevi (2019)

Topic: A construction of mortality tables for small populations using the Lee-Carter model with partial SMR and the Whittaker graduation approach

8. Chandra Sari Widyaningrum (2019)

Topic: Marginal multilevel modeling for binary longitudinal data

9. Syarto Musthofa (2019)

Topic: Variable selection for high dimensional survival data  

10. Around 30 Master students have been supervised  from 2007 to 2020

 

Bachelor student

Around 100 bachelor students have been supervised from 2007 to 2022

 

Publications:

1. A Comparison of Methods for Analyzing Event History Data with Longitudinal Measurements, Qvartilen, 2005, No. 4: 12-15
2. Dual Time Scales in Event History Analysis, proceeding of The 5th SEAMS-GMU conference on Mathematics and its Applications, 2007
3. Analisis Data Longitudinal (Book), 2015, GMU Press

He (co-)authored 10 journal articles and conference proceedings, and 12 refereed contributions to proceedings; see also this link https://sinta.kemdikbud.go.id/authors/profile/6005722 (link) page for further information