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Time Series, Wavelets and High Dimensional Data

Grant number:18/04654-9
Support Opportunities:Research Projects - Thematic Grants
Start date: September 01, 2018
End date: August 31, 2023
Field of knowledge:Physical Sciences and Mathematics - Probability and Statistics - Statistics
Principal Investigator:Pedro Alberto Morettin
Grantee:Pedro Alberto Morettin
Host Institution: Instituto de Matemática e Estatística (IME). Universidade de São Paulo (USP). São Paulo , SP, Brazil
City of the host institution:São Paulo
Principal investigatorsAluísio de Souza Pinheiro ; Hedibert Freitas Lopes ; Luiz Koodi Hotta ; Ronaldo Dias
Associated researchers:Airlane Pereira Alencar ; Chang Chiann ; Guilherme Vieira Nunes Ludwig ; João Ricardo Sato ; José Carlos Simon de Miranda ; Márcio Poletti Laurini ; Mauricio Enrique Zevallos Herencia ; Michel Helcias Montoril
Associated research grant(s):19/10800-0 - Extensions of Hierarchical Models, Penalized Regression, Reference Priors and Functional Data Analysis., AV.BR
18/26158-3 - A Wavelet Model for Quasi-periodic Signals, AV.EXT
Associated scholarship(s):23/05587-1 - Wavelet-based estimation of conditional densities using FlexCode method, BP.IC
22/02273-3 - Wavelets and Statistics for Change Detection on SAR/POLSAR Images, BP.IC
21/05136-4 - Robust Singular Spectrum Analysis, classification, dimension reduction of functional Data with applications to climate change and epidemiological data., BP.PD
+ associated scholarships 21/04468-3 - Wavelets, Quasi U-Statistics and Functional Estimation: Decomposability and Adaptability, BP.PD
21/06057-0 - A causal mediation analysis in the presence of multiple time-varying mediators, BP.PD
21/04513-9 - Wavelet feature screening in high dimensional regression models, BP.PD
21/04729-1 - Forecasts and identification of buying and selling moments using time series models and neural networks in financial market, BP.IC
21/01516-7 - Composite likelihood: a simulation study, BP.IC
19/05917-6 - New Methodologies in Deformation of Temporal Spaces, BP.DD
18/19548-0 - Modern Portfolio Theory, Risk Parity and Applications, BP.IC - associated scholarships

Abstract

This project is a natural follow-up to the thematic project 13/00506-1 entitled Séries Temporais, Ondaletas e Análise de Dados Funcionais (Time Series, Wavelets and Functional data Analysis), from 01/07/2013 to 30/06/2018. The methodologies have potential and effective applicationto Medicine, Biology, Physics, Chemistry, Finance, Engineering, etc. These methods should solve theoretical and applied problems on the following topics: (1)Generalizations of ARMA models; (2) Wavelets; (3) Quasi U-statistics; (4) Outliers in time series; (5) Financial Volatilty, including high frequency data; (6) Functional data analysis; (7) High dimensional data, with emphasis in time series, spatial data,financial series, satellite images, genetics, DNA sequences, microarrays and MRI.Results will be published in international journals with selective editorial policies and shall be presented in scientific conferences. Forming human resources isone of our main concerns. For this effect we will supervise pos-docs, undergraduate research assistantships, master theses and PhD dissertations. Seminars will beheld regularly, in which the presentation of results, exchange of ideas, and where prospective talents may get acquainted with these research areas. In order to bringa serious push in this area in Brazil we intend to start a "Summer School" which will reunite every year international and Brazilian guest speakers, the project team,advanced undergraduate and graduate students. Two intermediate short courses will be held as well as a workshop where the state of the art and open problems willbe discussed, and new and/or established scientific collaborations will happen. (AU)

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Scientific publications (114)
(The scientific publications listed on this page originate from the Web of Science or SciELO databases. Their authors have cited FAPESP grant or fellowship project numbers awarded to Principal Investigators or Fellowship Recipients, whether or not they are among the authors. This information is collected automatically and retrieved directly from those bibliometric databases.)
VALENTE, FERNANDA; LAURINI, MARCIO. Spatio-temporal analysis of fire occurrence in Australia. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, . (18/04654-9)
CHOU-CHEN, SHU WEI; MORETTIN, PEDRO A.. Indirect inference for locally stationary ARMA processes with stable innovations. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, . (18/04654-9)
MOURA, RODOLFO C.; LAURINI, MARCIO P.. Spillovers and jumps in global markets: A comparative analysis. INTERNATIONAL JOURNAL OF FINANCE & ECONOMICS, . (18/04654-9)
LAURINI, M. P.. A spatio-temporal approach to estimate patterns of climate change. ENVIRONMETRICS, v. 30, n. 1, . (18/04654-9)
BUENO, A. P. A.; SATO, J. R.; HORNBERGER, M.. Eye tracking - The overlooked method to measure cognition in neurodegeneration?. Neuropsychologia, v. 133, . (18/21934-5, 17/23020-8, 16/19376-9, 18/04654-9)
CHAIM, PEDRO; LAURINI, MARCIO P.. Volatility and return jumps in bitcoin. ECONOMICS LETTERS, v. 173, p. 158-163, . (18/04654-9)
TRUCIOS, CARLOS; MAZZEU, JOAO H. G.; HALLIN, MARC; HOTTA, LUIZ K.; VALLS PEREIRA, PEDRO L.; ZEVALLOS, MAURICIO. Forecasting Conditional Covariance Matrices in High-Dimensional Time Series: A General Dynamic Factor Approach. JOURNAL OF BUSINESS & ECONOMIC STATISTICS, . (18/04654-9, 16/18599-4, 18/03012-3)
BARRETO, CANDIDA; BRUNERI, GUILHERME DE ALBUQUERQUE; BROCKINGTON, GUILHERME; AYAZ, HASAN; SATO, JOAO RICARDO. A New Statistical Approach for fNIRS Hyperscanning to Predict Brain Activity of Preschoolers' Using Teacher's. FRONTIERS IN HUMAN NEUROSCIENCE, v. 15, . (18/21934-5, 18/04654-9)
DE FREITAS PINTO, MATEUS GONZALEZ; MARQUES, GUILHERME DE OLIVEIRA LIMA C.; CHIANN, CHANG. Jump detection in high-frequency financial data using wavelets. INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, v. 21, n. 02, p. 20-pg., . (18/04654-9)
PINTO, MATEUS GONZALEZ DE FREITAS; CHIANN, CHANG. Long-memory parameter estimation based on fractional spline wavelets. DIGITAL SIGNAL PROCESSING, v. 133, p. 12-pg., . (18/04654-9)
GABRIEL, A. F. B.; ALENCAR, A. P.; MIRAGLIA, S. G. E. K.. Dengue outbreaks: unpredictable incidence time series. EPIDEMIOLOGY AND INFECTION, v. 147, . (18/04654-9)
ZEVALLOS, MAURICIO. A Note on Forecasting Daily Peruvian Stock Market Volatility Risk Using Intraday Returns. REVISTA ECONOMIA, v. 42, n. 84, p. 94-101, . (18/04654-9)
AMBRIOLA OKU, AMANDA YUMI; ZIMEO MORAIS, GUILHERME AUGUSTO; ARANTES BUENO, ANA PAULA; FUJITA, ANDRE; SATO, JOAO RICARDO. Potential Confounders in the Analysis of Brazilian Adolescent's Health: A Combination of Machine Learning and Graph Theory. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, v. 17, n. 1, . (19/17907-5, 18/21934-5, 16/19376-9, 18/04654-9)
DA FONSECA, EDER LUCIO; ALENCAR, AIRLANE PEREIRA; MORETTIN, PEDRO ALBERTO. Time-varying cointegration model using wavelets. Statistics & Probability Letters, v. 145, p. 260-267, . (18/04654-9)
CHAIM, PEDRO; LAURINI, MARCIO P.. Is Bitcoin a bubble?. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 517, p. 222-232, . (18/04654-9)
ABBARA, OMAR; ZEVALLOS, MAURICIO. Maximum Likelihood Inference for Asymmetric Stochastic Volatility Models. ECONOMETRICS, v. 11, n. 1, p. 18-pg., . (18/04654-9)
CHAIM, PEDRO; LAURINI, MARCIO POLETTI. Data Cloning Estimation and Identification of a Medium-Scale DSGE Model. STATS, v. 6, n. 1, p. 13-pg., . (18/04654-9)
ABBARA, OMAR; ZEVALLOS, MAURICIO. Estimation and forecasting of long memory stochastic volatility models. STUDIES IN NONLINEAR DYNAMICS AND ECONOMETRICS, v. N/A, p. 24-pg., . (18/04654-9)
LEIRIAO, LUCIANA FERREIRA LEITE; GABRIEL, ANA FLAVIA BARBOSA; ALENCAR, AIRLANE PEREIRA; MIRAGLIA, SIMONE GEORGES EL KHOURI. Is the expansion of the subway network alone capable of improving local air quality? A study case in Sao Paulo, Brazil. ENVIRONMENTAL MONITORING AND ASSESSMENT, v. 195, n. 9, p. 16-pg., . (18/04654-9)
CHAIM, PEDRO L. P.; LAURINI, MARCIO P.. Foreign Exchange Expectation Errors and Filtration Enlargements. STATS, v. 2, n. 2, p. 16-pg., . (18/04654-9)
GOMEZ, LUZ M.; PORTO, ROGERIO F.; MORETTIN, PEDRO A.. Nonparametric regression with warped wavelets and strong mixing processes. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, v. 73, n. 6, p. 26-pg., . (19/23078-1, 18/04654-9)
VALENTE, FERNANDA; LAURINI, MARCIO. A spatio-temporal analysis of fire occurrence patterns in the Brazilian Amazon. SCIENTIFIC REPORTS, v. 13, n. 1, p. 16-pg., . (18/04654-9)
MORETTIN, PEDRO A.; PORTO, ROGERIO F.. Estimation of nonparametric regression models by wavelets. SAO PAULO JOURNAL OF MATHEMATICAL SCIENCES, v. 16, n. 1, p. 27-pg., . (18/04654-9)
TRAMBAIOLLI, LUCAS R.; DEAN, PHILIP J. A.; CRAVO, ANDRE M.; STERR, ANNETTE; SATO, JOAO R.; IEEE. Current brain activity is a predictor of longitudinal motor imagery performance. 2020 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), v. N/A, p. 6-pg., . (15/17406-5, 18/21934-5, 18/04654-9, 13/10952-9)
MOURA, RODOLFO C.; LAURINI, MARCIO P.. Spillovers and jumps in global markets: A comparative analysis. INTERNATIONAL JOURNAL OF FINANCE & ECONOMICS, v. 26, n. 4, p. 5997-6013, . (18/04654-9)
IVANOV, ILIYAN; BOEDHOE, PREMIKA S. W.; ABE, YOSHINARI; ALONSO, PINO; AMEIS, STEPHANIE H.; ARNOLD, PAUL D.; BALACHANDER, SRINIVAS; BAKER, JUSTIN T.; BANAJ, NERISA; BARGALLO, NURIA; et al. Associations of medication with subcortical morphology across the lifespan in OCD: Results from the international ENIGMA Consortium. Journal of Affective Disorders, v. 318, p. 13-pg., . (11/21357-9, 18/04654-9, 18/21934-5)
FERREIRA, CLECIO DA SILVA; MONTORIL, MICHEL H.; PAULA, GILBERTO A.. Partially linear models with p-order autoregressive skew-normal errors. BRAZILIAN JOURNAL OF PROBABILITY AND STATISTICS, v. 36, n. 4, p. 15-pg., . (18/04654-9)
ALVES, CASSIO R. A.; LAURINI, MARCIO P.. Measuring inflation persistence under time-varying inflation target and stochastic volatility with jumps. ECONOMICS BULLETIN, v. 42, n. 2, p. 9-pg., . (18/04654-9)
AYAZ, HASAN; BAKER, WESLEY B.; BLANEY, GILES; BOAS, DAVID A.; BORTFELD, HEATHER; BRADY, KENNETH; BRAKE, JOSHUA; BRIGADOI, SABRINA; BUCKLEY, ERIN M.; CARP, STEFAN A.; et al. Optical imaging and spectroscopy for the study of the human brain: status report. NEUROPHOTONICS, v. 9, p. 65-pg., . (18/04654-9, 19/21962-1, 16/22990-0, 13/07559-3, 21/05332-8, 18/21934-5)
TRAMBAIOLLI, LUCAS R. R.; CASSANI, RAYMUNDO; BIAZOLI JR, CLAUDINEI E. E.; CRAVO, ANDRE M.; SATO, JOAO R.; FALK, TIAGO H. H.. Multimodal resting-state connectivity predicts affective neurofeedback performance. FRONTIERS IN HUMAN NEUROSCIENCE, v. 16, p. 12-pg., . (18/04654-9, 15/17406-5, 18/21934-5)
FERNANDA ROHRSETZER; JOANA BISOL BALARDIN; FELIPE PICON; JOÃO RICARDO SATO; LUCAS BATTEL; ANNA VIDUANI; PEDRO HENRIQUE MANFRO; LEEHYUN YOON; BRANDON A. KOHRT; HELEN L. FISHER; et al. A magnetic resonance imaging-based morphometric and structural covariance network study of Brazilian adolescents stratified by depression risk. Revista Brasileira de Psiquiatria, v. 45, n. 4, p. 318-326, . (18/21934-5, 21/05332-8, 18/04654-9)
MORALES, ADRIANO BARASAL; LAURINI, MARCIO POLETTI; VRIELING, ANTON. Risk assessment from space: Integrating satellite-derived insights for ESG financial decisions. FINANCE RESEARCH LETTERS, v. 76, p. 10-pg., . (18/04654-9)
SATO, JOAO RICARDO; GIANLORENCO, ANNA CAROLYNA; FERNANDES, ELAYNE BORGES; DA ROCHA, THALITA FRIGO; MAKIYAMA, ANTONIO MASSATO; DIPIETRO, LAURA. An Experiment Using Functional Near-Infrared Spectroscopy and Robot-Assisted Multi-Joint Pointing Movements of the Lower Limb. JOVE-JOURNAL OF VISUALIZED EXPERIMENTS, v. N/A, n. 208, p. 19-pg., . (18/09559-4, 21/05332-8, 18/04654-9, 18/21934-5, 23/02538-0)
BRANCO, RAFAEL R.; RUBESAM, ALEXANDRE; ZEVALLOS, MAURICIO. Forecasting realized volatility: Does anything beat linear models?. JOURNAL OF EMPIRICAL FINANCE, v. 78, p. 22-pg., . (23/02538-0, 18/04654-9)
MENDES, SERGIO LEONARDO; PINAYA, WALTER HUGO LOPEZ; PAN, PEDRO MARIO; JACKOWSKI, ANDREA PAROLIN; BRESSAN, RODRIGO AFFONSECA; SATO, JOAO RICARDO. Generalizability of 3D CNN models for age estimation in diverse youth populations using structural MRI. SCIENTIFIC REPORTS, v. 13, n. 1, p. 12-pg., . (18/04654-9, 22/07782-3, 18/21934-5, 21/05332-8)
TAVANIELLI, RENATA; LAURINI, MARCIO. Yield Curve Models with Regime Changes: An Analysis for the Brazilian Interest Rate Market. MATHEMATICS, v. 11, n. 11, p. 28-pg., . (18/04654-9)
TRUCIOS, CARLOS; MAZZEU, JOAO H. G.; HOTTA, LUIZ K.; VALLS PEREIRA, PEDRO L.; HALLIN, MARC. Robustness and the general dynamic factor model with infinite-dimensional space: Identification, estimation, and forecasting. INTERNATIONAL JOURNAL OF FORECASTING, v. 37, n. 4, p. 1520-1534, . (16/18599-4, 18/03012-3, 18/04654-9)
REBELLO, KEILA; MOURA, LUCIANA MONTEIRO; ARANTES BUENO, ANA PAULA; PICON, FELIPE ALMEIDA; PAN, PEDRO MARIO; GADELHA, ARY; MIGUEL, EURIPEDES CONSTATINO; BRESSAN, RODRIGO AFFONSECA; ROHDE, LUIS AUGUSTO; SATO, JOAO RICARDO. Associations between Family Functioning and Maternal Behavior on Default Mode Network Connectivity in School-Age Children. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, v. 19, n. 10, p. 10-pg., . (21/05332-8, 18/04654-9, 14/50917-0, 16/19376-9, 18/21934-5)
SUZUKI, WILLIAM Y. N.; LAURINI, MARCIO P.; NAKABASHI, LUCIANO. Spatial heterogeneities, institutions, and income: Evidence for Brazil. PAPERS IN REGIONAL SCIENCE, v. 101, n. 3, p. 35-pg., . (18/04654-9, 15/16539-1)
HOKAMA, JULIO; MORETTIN, PEDRO; BOLFARINE, HELENO; GALEA, MANUEL. Inference in a linear functional relationship with replications. BRAZILIAN JOURNAL OF PROBABILITY AND STATISTICS, v. 35, n. 3, p. 569-589, . (18/04654-9)
VALENTE, FERNANDA; LAURINI, MARCIO POLETTI. Estimating spatiotemporal patterns of deaths by COVID-19 outbreak on a global scale. BMJ OPEN, v. 11, n. 8, . (18/04654-9)
PINAYA, WALTER H. L.; SCARPAZZA, CRISTINA; GARCIA-DIAS, RAFAEL; VIEIRA, SANDRA; BAECKER, LEA; DA COSTA, PEDRO F.; REDOLFI, ALBERTO; FRISONI, GIOVANNI B.; PIEVANI, MICHELA; CALHOUN, VINCE D.; et al. sing normative modelling to detect disease progression in mild cognitive impairment and Alzheimer's disease in a cross-sectional multi-cohort stud. SCIENTIFIC REPORTS, v. 11, n. 1, . (18/21934-5, 18/04654-9)
ALVES, CASSIO ROBERTO DE ANDRADE; ABRAHAM, KURUVILLA JOSEPH; LAURINI, MARCIO POLETTI. Can Brazilian Central Bank communication help to predict the yield curve?. JOURNAL OF FORECASTING, v. 42, n. 6, p. 16-pg., . (18/04654-9)
SATO, JOAO RICARDO; BIAZOLI, CLAUDINEI EDUARDO; BUENO, ANA PAULA ARANTES; CAYE, ARTHUR; PAN, PEDRO MARIO; SANTORO, MARCOS; HONORATO-MAUER, JESSICA; SALUM, GIOVANNI ABRAHAO; HOEXTER, MARCELO QUEIROZ; BRESSAN, RODRIGO AFFONSECA; et al. Polygenic risk score for attention-deficit/hyperactivity disorder and brain functional networks segregation in a community-based sample. GENES BRAIN AND BEHAVIOR, v. N/A, p. 9-pg., . (18/04654-9, 16/13737-0, 13/08531-5, 21/05332-8, 16/04983-7, 18/21934-5)
DO NASCIMENTO, DIEGO CARVALHO; SANTOS DA SILVA, JOSE ROBERTO; ARA, ANDERSON; SATO, JOAO RICARDO; COSTA, LILIA. Hyperscanning fNIRS data analysis using multiregression dynamic models: an illustration in a violin duo. FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, v. 17, p. 13-pg., . (18/04654-9, 18/21934-5)
ZEVALLOS, MAURICIO. On the asymptotic distribution of sample autocovariance differences of long-memory processes. BRAZILIAN JOURNAL OF PROBABILITY AND STATISTICS, v. 37, n. 2, p. 16-pg., . (18/04654-9)
VALENTE, FERNANDA; LAURINI, MARCIO. Bayesian inference for long memory term structure models. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, v. 94, n. 8, p. 25-pg., . (18/04654-9)
LOCATELLI, SOLANGE W.; DE OLIVEIRA, LARISSA SOUZA; DA SILVA JUNIOR, S. RAIMUNDO; SATO, JOAO R.. Perspectives of the Eye-Tracking Application to Understand Access to Representational Levels in Chemistry. JOURNAL OF SCIENCE EDUCATION AND TECHNOLOGY, v. 33, n. 6, p. 12-pg., . (18/21934-5, 22/16395-3, 18/04654-9)
AMBRIOLA OKU, AMANDA YUMI; ZIMEO MORAIS, GUILHERME AUGUSTO; ARANTES BUENO, ANA PAULA; FUJITA, ANDRE; SATO, JOAO RICARDO. Potential Confounders in the Analysis of Brazilian Adolescent's Health: A Combination of Machine Learning and Graph Theory. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, v. 17, n. 1, p. 10-pg., . (19/17907-5, 16/19376-9, 18/04654-9, 18/21934-5)
SIMIS, MARCEL; MARQUES, LUCAS MURRINS; BARBOSA, SARA PINTO; SUGAWARA, ANDRE TADEU; SATO, JOAO RICARDO; PACHECO-BARRIOS, KEVIN; BATTISTELLA, LINAMARA RIZZO; FREGNI, FELIPE. Distinct patterns of metabolic motor cortex activity for phantom and residual limb pain in people with amputations: A functional near-infrared spectroscopy study. NEUROPHYSIOLOGIE CLINIQUE-CLINICAL NEUROPHYSIOLOGY, v. 54, n. 1, p. 8-pg., . (20/08512-4, 17/12943-8, 21/05897-5, 21/05332-8, 18/04654-9, 18/21934-5, 23/02538-0)
PINHEIRO, ENEYSE DAYANE; SATO, JOA RICARDO; SOARES JUNIOR, RAIMUNDO DA SILVA; BARRETO, CANDIDA; OKU, AMANDA YUMI AMBRIOLA. Eye-tracker and fNIRS: Using neuroscientific tools to assess the learning experience during children ' s educational robotics activities. TRENDS IN NEUROSCIENCE AND EDUCATION, v. 36, p. 8-pg., . (23/13418-5, 23/12217-6, 18/04654-9, 18/21934-5, 19/17907-5)
MINEO, EDUARDO; ALENCAR, AIRLANE PEREIRA; MOURA, MARCELO; FABRIS, ANTONIO ELIAS. Forecasting the Term Structure of Interest Rates with Dynamic Constrained Smoothing B-Splines. JOURNAL OF RISK AND FINANCIAL MANAGEMENT, v. 13, n. 4, p. 14-pg., . (18/04654-9)
CHOU-CHEN, SHU WEI; MORETTIN, PEDRO A.. Indirect inference for locally stationary ARMA processes with stable innovations. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, v. 90, n. 17, p. 29-pg., . (18/04654-9)
VALENTE, FERNANDA; LAURINI, MARCIO P.. Robust trend estimation for COVID-19 in Brazil. SPATIAL AND SPATIO-TEMPORAL EPIDEMIOLOGY, v. 39, . (18/04654-9)
SATO, JOAO RICARDO; BIAZOLI JUNIOR, CLAUDINEI EDUARDO; MEDEIROS DE ARAUJO, ELIDIANNE LAYANNE; RODRIGUES, JULIA DE SOUZA; ANDRADE, SUELLEN MARINHO. A guide for the use of fNIRS in microcephaly associated to congenital Zika virus infection. SCIENTIFIC REPORTS, v. 11, n. 1, . (18/04654-9, 18/21934-5, 20/13425-3)
MARCOS ANTÔNIO MACÊDO; JOÃO RICARDO SATO; RODRIGO A. BRESSAN; PEDRO MARIO PAN. Adolescent depression and resting-state fMRI brain networks: a scoping review of longitudinal studies. Revista Brasileira de Psiquiatria, . (14/50917-0, 18/04654-9, 18/21934-5)
GOMEZ, LUZ M.; PORTO, ROGERIO F.; MORETTIN, PEDRO A.. Nonparametric regression with warped wavelets and strong mixing processes. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, . (19/23078-1, 18/04654-9)
PINHEIRO, HILDETE P.; SEN, PRANAB K.; PINHEIRO, ALUISIO; KIIHL, SAMARA F.. A nonparametric approach to assess undergraduate performance. STATISTICA NEERLANDICA, . (11/15047-7, 13/09357-9, 18/04654-9)
MINEO, EDUARDO; ALENCAR, AIRLANE PEREIRA; MOURA, MARCELO; FABRIS, ANTONIO ELIAS. Forecasting the Term Structure of Interest Rates with Dynamic Constrained Smoothing B-Splines. JOURNAL OF RISK AND FINANCIAL MANAGEMENT, v. 13, n. 4, . (18/04654-9)
MENDES, SERGIO LEONARDO; LOPEZ PINAYA, WALTER HUGO; PAN, PEDRO; SATO, JOAO RICARDO. Estimating Gender and Age from Brain Structural MRI of Children and Adolescents: A 3D Convolutional Neural Network Multitask Learning Model. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, v. 2021, . (18/21934-5, 18/04654-9)
SATO, JOAO RICARDO; BIAZOLI, CLAUDINEI EDUARDO; ZUGMAN, ANDRE; PAN, PEDRO MARIO; ARANTES BUENO, ANA PAULA; MOURA, LUCIANA MONTEIRO; GADELHA, ARY; PICON, FELIPE ALMEIDA; AMARO JR, EDSON; SALUM, GIOVANNI ABRAHAO; et al. Long-term stability of the cortical volumetric profile and the functional human connectome throughout childhood and adolescence. European Journal of Neuroscience, v. 54, n. 6, . (18/21934-5, 16/19376-9, 13/08531-5, 14/50917-0, 18/04654-9)
MORALES, ADRIANO BARASAL; LAURINI, MARCIO POLETTI. Firm Location: A Spatial Point Process Approach. APPLIED SPATIAL ANALYSIS AND POLICY, . (18/04654-9)
TRAMBAIOLLI, LUCAS R.; TOSSATO, JULIANA; CRAVO, ANDRE M.; BIAZOLI, JR., CLAUDINEI E.; SATO, JOAO R.. Subject-independent decoding of affective states using functional near-infrared spectroscopy. PLoS One, v. 16, n. 1, . (18/21934-5, 18/04654-9, 15/17406-5, 17/05225-1)
VALENTE, FERNANDA; LAURINI, MARCIO. Spatio-temporal analysis of fire occurrence in Australia. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, v. 35, n. 9, p. 1759-1770, . (18/04654-9)
SOARES JR, RAIMUNDO DA SILVA; LUKASOVA, KATERINA; CARTHERY-GOULART, MARIA TERESA; SATO, JOAO RICARDO. Student's Perspective and Teachers' Metacognition: Applications of Eye-Tracking in Education and Scientific Research in Schools. FRONTIERS IN PSYCHOLOGY, v. 12, . (19/25795-2, 18/04654-9, 18/21934-5)
BRUIN, WILLEM B.; TAYLOR, LUKE; THOMAS, RAJAT M.; SHOCK, JONATHAN P.; ZHUTOVSKY, PAUL; ABE, YOSHINARI; ALONSO, PINO; AMEIS, STEPHANIE H.; ANTICEVIC, ALAN; ARNOLD, PAUL D.; et al. Structural neuroimaging biomarkers for obsessive-compulsive disorder in the ENIGMA-OCD consortium: medication matters. TRANSLATIONAL PSYCHIATRY, v. 10, n. 1, p. 12-pg., . (11/21357-9, 18/04654-9, 18/21934-5)
FURLANI, LUIZ GUSTAVO C.; LAURINI, MARCIO P.; PORTUGAL, MARCELO S.. Data cloning: Maximum likelihood estimation of DSGE models. RESULTS IN APPLIED MATHEMATICS, v. 7, p. 5-pg., . (18/04654-9)
REBELLO, KEILA; MOURA, LUCIANA M.; XAVIER, GABRIELA; SPINDOLA, LETICIA M.; CARVALHO, CAROLINA MUNIZ; HOEXTER, MARCELO QUEIROZ; GADELHA, ARY; PICON, FELIPE; PAN, PEDRO MARIO; ZUGMAN, ANDRE; et al. Association between spontaneous activity of the default mode network hubs and leukocyte telomere length in late childhood and early adolescence. JOURNAL OF PSYCHOSOMATIC RESEARCH, v. 127, . (13/08531-5, 18/21934-5, 14/50917-0, 14/07280-1, 18/04654-9)
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