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Dr Milena Falcaro
Dept. of Primary Care and Population Health
UCL Medical School (Royal Free Campus)
Rowland Hill Street
London
NW3 2PF
Appointment
  • Senior Research Associate
  • Primary Care & Population Health
  • Institute of Epidemiology & Health
  • Faculty of Pop Health Sciences
Biography


Milena has a Laurea degree (BSc+MSc equivalent) in Statistical and Economic Sciences and a PhD in Statistics, both from the University of Padua (Italy). Her PhD thesis was on methods for correlated survival times in genetic studies. She worked for several years at the Biostatistics Group of the University of Manchester where she strengthened her expertise especially in multilevel data analysis. Before joining UCL in March 2014, she was a Research Fellow at the London School of Hygiene and Tropical Medicine and a Senior Statistician at the North West Institute for Bio-Health Informatics (Health Methodology Research Group, University of Manchester).

 

Research interests

   - survival analysis

   - methods for longitudinal and multilevel data, especially random effects models

   - the treatment of missing values  

   - latent variable modelling

   - simulation studies and  programming

Research Summary


Selected publications


Falcaro M and Carpenter J (2017). Correcting bias due to missing stage data in the non-parametric estimation of stage-specific net survival for colorectal cancer using multiple imputation. Cancer Epidemiology 48, 16-21.

Falcaro M, Nur U, Rachet B and Carpenter J (2015). Estimating excess hazard ratios and net survival when covariate data are missing: strategies for multiple imputation. Epidemiology 26, 421-428.

Falcaro M, Pendleton N and Pickles A (2013). Analysing censored longitudinal data with non-ignorable missing values and individually-varying observation schedule: depression in older age. J. of the Royal Statistical Society A 176, 415-430.

Falcaro M and Pickles A (2010). Riskplot: a graphical aid to investigate the effect of multiple categorical risk factors. Stata Journal 10, 61-68.

Falcaro M et al. (2009). Estimating intervention effects in a complex multi-level smoking prevention study. Int. J. of Environmental Research & Public Health 6, 463-477.

Falcaro M et al. (2008). Genetic and phenotypic effects of phonological short-term memory and grammatical morphology in Specific Language Impairment. Genes, Brain & Behavior 7, 393-402.

Falcaro M and Pickles A (2007). A flexible model for multivariate interval-censored survival times with complex correlation structure. Statistics in Medicine 26, 663-680.


Current work

Handling overdispersion when assessing hospital performance

Electronic health records: (a) management of depression in older age, (b) early discontinuation of antidepressants, (c) smoking cessation support

Precision antibiotic prescribing for urinary tract infection

Non-parametric measures of agreement in paired ordinal data (new Stata command)

Multiple imputation for flexible parametric survival models with time-varying effects

Combining parametric multiple imputation with the Pohar-Perme method: a simulation study


Appointments
FEB-2014 Senior Research Associate Dept. of Primary Care & Population Health UCL, United Kingdom
SEP-2010 – FEB-2014 Research Fellow in Biostatistics and Programming Cancer Survival Group London School of Hygiene and Tropical Medicine, United Kingdom
JAN-2010 – SEP-2010 Senior Statistician North West Institute for Bio-Health Informatics University of Manchester, United Kingdom
MAR-2009 – DEC-2009 Research Fellow Biostatistics Group and Cancer Studies Research Group University of Manchester, United Kingdom
APR-2004 – FEB-2009 Research Associate Biostatistics Group University of Manchester, United Kingdom
APR-2003 – MAR-2004 Research Assistant Biostatistics Group University of Manchester, United Kingdom
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