Publications

Filter by type:

. Agnostic tests can control the type I and type II errors simultaneously. Brazilian Journal of Probability and Statistics, 2019.

Preprint

. Avian haemosporidians in the cattle egret (Bubulcus ibis) from central-western and southern Africa: high diversity and prevalence. PLOS ONE, 2019.

. ABC-CDE: Towards Approximate Bayesian Computation with Complex High-Dimensional Data and Limited Simulations. Journal of Computational and Graphical Statistics, 2018.

Preprint PDF

. Comparing two populations using Bayesian Fourier series density estimation. Communications in Statistics – Simulation and Computation., 2018.

Code

. Comparing probabilistic predictive models applied to football. Journal of the Operational Research Society., 2018.

PDF

. Conditional density estimation using Fourier series and neural networks. KDMiLe - Symposium on Knowledge Discovery, Mining and Learning - Algorithms Track, 2018.

PDF

. Considerations for monitoring population trends of colonial waterbirds using the effective number of breeders and census estimates . Ecology and Evolution., 2018.

PDF

. Monitoramento online da dengue: usando o Google para predizer epidemias.. Revista Brasileira de Biometria, 2018.

. Hypertension is associated with frailty in older adults. The Journal of Clinical Hypertension., 2018.

PDF

. Photo-z estimation: An example of nonparametric conditional density estimation under selection bias. The Annals of Applied Statistics., 2017.

Preprint PDF

. A unified framework for constructing, tuning and assessing photometric redshift density estimates in a selection bias setting. Monthly Notices of the Royal Astronomical Society, 2017.

Preprint PDF

. Teaching decision theory proof strategies using a crowdsourcing problem. The American Statistician, 2017.

PDF

. Logically-consistent hypothesis testing and the hexagon of oppositions. Logic Journal of the IGPL, 2017.

PDF

. Coherent hypothesis testing. The American Statistician, 2017.

PDF

. Frailty in older adults with aMCI due to AD: a comparison of two models of frailty characterization. Geriatrics & Gerontology International, 2017.

PDF

. Screening for frailty with the FRAIL scale: a comparison with the phenotype criteria. Journal of the American Medical Directors Association., 2017.

PDF

. Classificação morfológica de galáxias em conjuntos de dados desbalanceados.. TEMA – Tendências em Matemática Aplicada e Computacional, 2017.

PDF

. Nonparametric Conditional Density Estimation in a High-Dimensional Regression Setting.. Journal of Computational and Graphical Statistics, 2016.

Preprint PDF

. A Spectral Series Approach to High-Dimensional Nonparametric Regression.. Electronic Journal of Statistics, 2016.

Preprint PDF

. The Logical Consistency of Simultaneous Agnostic Hypothesis Tests. Entropy, 2016.

PDF

. A Bayesian Decision-Theoretic Approach to Logically-Consistent Hypothesis Testing. Entropy, 2016.

PDF

. Logical consistency in simultaneous statistical test procedures. Logic Journal of the IGPL, 2015.

PDF

. High-Dimensional density ratio estimation with extensions to approximate likelihood computation. Journal of Machine Learning Research (AISTATS Track), 2014.

PDF

. New image statistics for detecting disturbed galaxy morphologies at high redshift. Statistical Analysis and Data Mining, 2013.

Preprint PDF Code

. Learning with many experts: Model selection and sparsity. Statistical Analysis and Data Mining, 2013.

Preprint PDF

. Religion as a protective factor against drug use among Brazilian university students: a national survey. Revista Brasileira de Psiquiatria, 2013.

PDF

. A Bayesian Look at Nonidentifiability: a Simple Example. The American Statistician, 2013.

PDF

. Testing Allele Homogeneity: The Problem of Nested Hypotheses. BMC Genetics, 2012.

PDF

. Disequilibrium Coefficient: A Bayesian Perspective. Statistical Applications in Genetics and Molecular Biology, 2011.

PDF

. Depressive morbidity and gender in community-dwelling Brazilian elderly: systematic review and meta-analysis. International Psychogeriatrics, 2010.

PDF

. Optimizing the CAMCOG test in the screening for mild cognitive impairment and incipient dementia: saving time with relevant domains. International Journal of Geriatric Psychiatry, 2010.

PDF

. Can the CAMCOG be a good cognitive test for patients with Alzheimer’s disease with low levels of education?. International Psychogeriatrics, 2010.

PDF