"Randomized singular spectrum analysis for long time series, Methods Festival 2017, Jyvskyl, Finland, May 3031, 2017. Papers focusing on applications with important substantive implications as well as methodological issues are welcome, including new developments in Data Science. In 2019 Prof. Czado published a textbook on analyzing dependent data with Vine copulas. Robust heritability estimation in plantcandidate gene association studies (joint work with V.M. Loureno* and A.M. Pires; May 2014), XX conference of the Portuguese Statistical Society, Porto, Portugal. 58th World Statistics Congress of the International Statistical Institute (ISI), Dublin, Ireland. and Mexia, J.T.) An overview of singular spectrum analysis, Mat Triad 2013, Herceg Novi, Montenegro, September 1620, 2013. Discussant of the Invited Paper Session organized by the Portuguese Central Bank - July 2012, LinStat & IWMS 2012 International Conference on Trends and Perspectives in Linear Statistical In- ference, and 21st International Workshop of Matrices and Statistics, Bedlewo, Poland, July 1620, 2012. Biregressional modelling heavy metal electroremediation of fly ash from different wastes (joint work with A.T. Lima, M. Fonseca, A.B. Robust and randomized singular spectrum analysis, Data in Bahia Meetup #5, UFBA, Salvador, BA, Brazil, April 25, 2019. Pereira*., S. Mejza and J.T. Marcelis and F. van Eeuwijk) - August 2010. Statistics and Data Science: Transforming data into information (Plenary Lecture), 12th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2019), University of London, UK, December 14-16, 2019. 17th IWMS - International Workshop on Matrices and Statistics, Tomar, Portugal. Presentation of the y-BIS - the Young Peoples group in ISBIS - August 2009. Manipulation and statistical analysis of big data sets using the R software at Instituto Nacional de Estatstica - Portuguese Statistical Institute. Loureno; August 2014), 21st International Conference on Computational Statistics, Geneva, Switzerland. ), that is 40 minutes by car/train from the city center. The atmosphere of the workshop is friendly and supportive, with no parallel sessions, with the aim of stimulating the exchange of ideas and experiences related to statistical modelling. SCRA 2006/FIM XIII, Tomar, Portugal. Munkvold, E.L. Heffner and M. Sorrells) - July 2009.
Results for markers within several hundred kilobases of these regions were genotyped or imputed in the FUSION (Scott et al, Science, 2007), DGI (Diabetes Genetics Initiative, Science, 2007), and SardiNIA (Scuteri et al, PLoS Genetics, 2007) genomewide association studies and are tabulated in the three files below: For convenience, a zip archive
The workshop aims to involve both academic and professional statisticians and data analysts with a particular focus on real data problems which involve an element of novel statistical modelling, or novel model application. The usefulness of robust principal component analysis in quantitative genetics, 60th World Statistics Congress of the International Statistical Institute, Rio de Janeiro, Brazil, July 2631, 2015. 56th Session of the ISI - International Statistical Institute, Lisbon, Portugal. Big data e visualizao: Aplicao em gentica de plantas e minerao de texto (Big data and visualization: Application to plant genetics and text mining) (4 hours short course), III Meeting of the Graduated School in Mathematics, Federal University of Bahia, Salvador, Brazil, September 1418, 2015.
Testing the equality of several linear regression models (joint work with F. Marques. Workshop on Big Data Analytics ( 10 hours; October 26-27, 2016), Sebelas Maret University, Surakarta, Indonesia. This second plot represents a problematic situation, where it is very clear that test statistics don't match null expectations. Discover the Conference Program, the Short Course Program and the Speakers. Workshop presented for students of Probability and Statistics of the MSc in Mathematics for Teaching, at Faculty of Sciences and Technology, Nova University of Lisbon, 5 and 6 of December, 2005. Part I inorganic tracing of water movement (joint work with Lima, A.T.* and Loch, J.P.G.) Statistical Methods to Detect and Understand Genotype-by-Environment Interactions and QTL-by-Environment Interactions - July 2012, 5th Workshop on Statistics, Mathematics, and Computation: Methods and Applications and Third Portuguese-Polish Workshop on Biometry, Covilh, Portugal, July 34, 2012. Mexia) - September 2006. Low-rank approximations and weighted low-rank approximations (Plenary Talk) - July 2012, 5th Workshop on Statistics, Mathematics, and Computation: Methods and Applications and Third Portuguese-Polish Workshop on Biometry, Covilh, Portugal, July 34, 2012. Her focus is on the modeling of complex dependencies including regression effects and time / space structures with the help of Vine copula-based models.
Low Rank Approximations and Weighted PCA - June 2012, 5th Workshop on Statistics, Mathematics, and Computation: Methods and Applications, Faro, Portugal, 2011.
(* indicates the presenting author. XVII Conference of the Portuguese Statistical Society, Sesimbra, Portugal. Randomized singular spectrum analysis for long time series (joint work with P. Tuy and R. Mahmoudvand), 60th World Statistics Congress of the International Statistical Institute, Rio de Janeiro, Brazil, July 2631, 2015. Faculty of Agriculture and Horticulture, Humboldt-Universitat, Berlin, Germany. ), XXVII International Biometric Conference, Florence, Italy. - July 2011. A comparison between Principal Component Analysis and Nonlinear Principal Component Analysis: Application on European Union data - September 2007. Mexia) - September 2011. Nonlinear Principal Component Analysis: An Introduction - May 2008. A robust approach to singular spectrum analysis (Organized Paper Session), LinStat 2018 International Conference on Trends and Perspectives in Linear Statistical Inference, Bedlewo, Poland, August 20-24, 2018. A robust coefficient of determination for heritability estimation in genetic association studies (joint work with V.M. Seminario - Inverno demografico: Que respostas?, Lisbon, Portugal. Souza), XVI School of Time Series and Econometrics, Campos do Jordo, SP, Brazil, August 57, 2015. Ribeiro, J.T. Are the Glucose Associated Variants Also Associated with Other Traits? Journal of the Royal Statistical Society, Series C (Applied Statistics), Computational Statistics and Data Analysis}. Loureno and A. Monteiro; March 2015), ENAR 2015, Miami, USA. Alternatively, one may fly to the international airport in Venice (connection with all main cities) and then reach Trieste by train (approximately 2 hours). Statistics in the Era of big data and Internet of Things", EMR 2017 XV EMR - Escola de Modelos de Regresso (Brazilian School of Regression Models), Goiania, GO, Brazil, March 2629, 2017.
CompStat 2008 - International Conference on Computational Statistics, Porto, Portugal. On the robust estimation of trait heritability (joint work with V. Loureno*, M. Fonseca and A.M. Pires), Workshop Data Bahia UFBA, Fio Cruz, Sorbonne Universits, Salvador, Brazil, April 2526, 2016. A sensitivity analysis of physiological genotype to phenotype crop growth modes models - April 2011. Provide key descriptors in your data, including header information for: Select a region to plot (for example, you could request plots in the regions surrounding G6PC2, MTNR1B or GCK). Munkvold, E.L. Heffner and M. Sorrells) - October 2009. Dieleman, R.E. Big data and statistical genetics (Keynote Speaker), II Workshop on Big Data Big (and not so big) Data in Health Bahia, Salvador, BA Brazil, April 7, 2014. Nonlinear Principal Component Analysis: An Application - March 2008. IMST 2008/FIM XIV, Memphis, USA. Trieste lies in the north-east part of Italy and has its own airport (https://www.triesteairport.it), that is 40 minutes by car/train from the city center. LifeStat 08 - First Conference of the Central European Network, Munich, Germany. Can you propose possible explanations for the patterns you observe in the QQ plot? ANOVA using commutative Jordan algebras: An application (joint work with J.T.
Comparison of algorithms for weighted low-rank approximations and application to plant genetics, Joint Meeting of y-BIS and jSPE Joint Meeting of y-BISInternational Young Business and Industrial Statisticians of the ISBIS, and jSPEYoung Portuguese Statisticians, Caparica, Portugal, July 2326, 2012. A complex trait with unstable QTLs can follow from component traits with stable QTLs: An illustration by a simulation study in pepper, Escuela Mtodos Matemticos en Biologa y Medicina, Bogota, Colombia, July 22-26, 2019. A comparison between Joint Regression Analysis and AMMI model: a case study with barley (joint work with D.G. 18th annual meeting of the International Environmetrics Society, Mikulov, Czech Republic.
11) genes. Variance Estimation (Linearization method; Random Groups method; Resampling methods Jackknife and Bootstrap; Application to complex surveys and statistical software) at Instituto Nacional de Estatstica - Portuguese Statistical Institute. Onsite: GWAS Workshop (2016 Wuhan, China)instructed by Dr.Zhiwu Zhang, Onsite: GSWorkshop (2017 Harbin, China)instructed by Dr.Zhiwu Zhang, Onsite: Bioinformatics Workshop (2016 Yangzhou University, China) instructed by Dr.Yunchen Gong, Onsite: Principles of Statistical Genomics Workshop (2018 Yangzhou University, China) Main instructed by Prof.Shizhong Xu, Online resources 23rd Summer Institute in Statistical Genetics (SISG2017), Online resources 2019 International Statistical Genetics Workshop, Teaching Bioinformatics (Linux, Perl and RNA-seq pipeline ) and DataViz Course, Teaching Bioinformatics and R for DataViz courses (Rstats), Single cell RNA-seq data analysis with R AND Python workshop 2020 in MAJORBIO. This example examines evidence for association between fasting glucose levels and genetic markers in the G6PC2 (chr. Recent advances in singular spectrum analysis, 61st RBras 2016, Salvador, Brazil, May 2325, 2016. October 9 to October 17, 2015 (20 hours), An introduction to Singular Spectrum Analysis at XVI School of Time Series and Econometrics, Campos do Jordo, SP, Brazil, August 57, 2015. Gauch, J.D. There are a number of collaborations with various international scientists and industry representatives. Uma viso global sobre Cincia de Dados e Big Data (May 16, 2019), Viet Nam National University Ho Chi Minh - University of Science, Ho Chi Minh City, Vietnam. Do the association signals clearly point to one gene? Interaction between factors that nest: application to prime basis factorials (joint work with V.M. Mexia) - July 2011, 5th Workshop on Statistics, Mathematics, and Computation: Methods and Applications, Faro, Portugal, 2011. Statistical challenges in genotype by environment interactions and, http://www.apfn.com.pt/Noticias/Jan2007/apfn1.htm. Read more about the admissions fee and register to the Conference and the Short Course. Specifically, do you have evidence that these same variants / loci are associated with other traits? XV conference of the Portuguese Statistical Society, Lisbon, Portugal. Mexia) - September 2005. Overview of Genotype x Environment Interaction (joint work with S. Mejza and J.T. Do the boundaries of the association signal match the recombination map in each region? Information about your use of this site is shared with Google. Simulao de interacao entre QTL e ambiente usando modelos ecofisiolgicos - September 2010. Singular spectrum analysis for long and contaminated time series (Thematic Session), SINAPE 2018 23o Simpsio Nacional de Probabilidade e Estatstica, So Pedro, SP, Brazil, September 24-28, 2018. XXIVth International Biometric Conference, Dublin, Ireland. Simulation of GEI and QEI using a genotype to phenotype model with physiological parameters without GEI - August 2011. A robust DF-REML framework for genetic studies (joint work with Loureno, V.M., Pires, A.M. and Piepho, H.-P.), SINAPE 2016 22o SINAPE - Simpsio Nacional de Probabilidade e Estatstica, Porto Alegre, RS, Brazil, July 2529, 2016. Robust heritability estimation in plant studies (joint work with V.M. Statistics for data science, ISBIS 2016, Barcelona, Spain, June 810, 2016. the NHGRI catalog of genomewide association study results at, the swiss army knive of the early 21st century at. QTL detection in the outcome of a simple Crop Growth Model - May 2010. What did you learn from each of the web resources? Faculty of Agriculture and Horticulture, Humboldt-Universitt, Berlin, Germany. The applied work he is/s been involved in is in: sports science (modelling high-frequency in-game events in team sports, and uncovering the links between human behaviour, health, fitness and overall well-being); finance (modelling the dynamics of financial indicators with structural dependencies); earthquake engineering (assessment of the vulnerability of the built environment from post-hazard survey data); neuroimaging (regression methods for brain lesions from MRI data and the summarization and visualization of effects); and genetics (inferring changes in genomic network structures).Last but not least, Ioannis is particularly interested in the design and development of scientific (and not only) software to deliver the advances from his theoretical/methodological efforts and some tools that he finds useful to the Data Science community and more broadly. Principal Component Analysis of dependent data - September 2007. We also offer courses on a variety of topics related to analysis of human genetic data. Mexia) - June 2008. The three eras of the NBA regular seasons: Historical trend and success factors (joint work with Silva, J.V. Here are the basic steps you will need to carry out to generate a Q-Q plot: Compare your generated Q-Q plot with the three examplar plots below: This first plot represents a null setting, where test statistics appear well behaved, but there is no evidence for association. Gauch, J.D. 2011 Joint Statistical Meetings, Florida, USA. Mexia) - March 2009. Mexia) - October 2004.
If no suitable statistical package is available, Microsoft Excel will do.
Robust singular spectrum analysis: An application to the energy sector", RBras 2017 62nd Annual Conference of the Brazilian Region of the International Biometric Society (RBras), Lavras, MG, Brazil, July 24-28, 2017. Weighted singular value decomposition and application to the study of QTL by environment interactions - July 2011. What are the limitations of using web resources to study overlap between results? Keynote Lecture - Genotype by environment interaction and QTL by environment interaction in multilocation trials (joint work with H.G. XVI conference of the Portuguese Statistical Society, Vila Real, Portugal. Genotype by environment interaction in crop growth models for pepper - January 2011. Gauch, J.D. Especializao em Cincia de Dados e Big Data: Moldando as habilidades analticas, Workshop em Data Science, UFLA, Lavras, MG, Brazil, March 13-15, 2019. Senior lecturer and DEPARTMENTAL SEMINARS: Bioinformatics Workshop (2016 Yangzhou University, China), Principles of Statistical Genomics Workshop (2018 Yangzhou University, China), 23rd Summer Institute in Statistical Genetics (SISG2017), 2019 International Statistical Genetics Workshop.
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