{"id":4198,"date":"2015-01-26T17:16:24","date_gmt":"2015-01-26T16:16:24","guid":{"rendered":"http:\/\/sidor.webs5.uvigo.es\/flexible-statistical-inference\/"},"modified":"2015-01-26T17:16:24","modified_gmt":"2015-01-26T16:16:24","slug":"flexible-statistical-inference","status":"publish","type":"post","link":"https:\/\/sidor.uvigo.es\/en\/flexible-statistical-inference\/","title":{"rendered":"Flexible statistical inference: methodological advances and new applications in Biomedicine, Engineering, and Health"},"content":{"rendered":"
\n
Research Area<\/h5>\n

Basic Research<\/p>\n<\/p><\/div>\n

\n
Start Date<\/h5>\n

2012-01-01<\/p>\n<\/p><\/div>\n

\n
End date<\/h5>\n

2014-12-31<\/p>\n<\/p><\/div>\n

\n
Status<\/h5>\n

Finished<\/p>\n<\/p><\/div>\n

\n
Project leaders<\/h5>\n

de U\u00f1a-\u00c1lvarez, Jacobo<\/p>\n

Members<\/h5>\n

de U\u00f1a-\u00c1lvarez, Jacobo; Pardo Fern\u00e1ndez, Juan Carlos; Liang, Han-Ying; Iglesias P\u00e9rez, Mar\u00eda del Carmen; Roca Pardi\u00f1as, Javier; Saavedra, A.; Cotos Y\u00e1\u00f1ez, Tom\u00e1s R.; Moreira, Carla; Mart\u00ednez Camblor, Pablo; Franco Pereira, Alba; Rodr\u00edguez Girondo, Mar; Sestelo P\u00e9rez, Marta; Amorim, Ana Paula; Mendon\u00e7a, J.<\/p>\n

<\/p>\n

Description<\/h3>\n
\n

The focus of this project is on the development of nonparametric and semiparametric (i.e., flexible) statistical methods for estimation and testing problems. Covered topics include: survival analysis, multi-state models, censored and truncated data, length-bias, location-scale models, ROC curves, variable selection, k-sample tests, high-dimensional hypotheses testing, dependent data, reliability, significance on derivatives and change points, bootstrap methods, sampling theory in nonstandard settings, spatial data, GAMs, copula functions, or missing data. Applications include: biology, biomedicine, health, economics, finance, engineering, environmental sciences, or sports. The wideness of the project is a consequence of the size of the group (10 Ph. D.) and its strong background in mathematical statistics and experience in applications and transfer of knowledge, specially to the biomedical area. Indeed, collaboration with medical centers such as the Hospital Universitario Central de Asturias (HUCA, Oviedo), the Complexo Hospitalario de Vigo (CHUVI, Vigo), the Complexo Hospitalario de Ourense (CHOU, Ourense), and the Portuguese Institute of Oncology (IPO, Porto) is planned. Also, in the analysis of the dynamics and the exploitation of marine populations, we will collaborate with CETMAR (Centro Tecnol\u00f3gico del Mar, Vigo), Centro Oceanogr\u00e1fico de Vigo (IEO), and the Instituto de Hidr\u00e1ulica Ambiental at the University of Cantabria (Santander).<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"

Research Area Basic Research Start Date 2012-01-01 End date 2014-12-31 Status Finished Project leaders de U\u00f1a-\u00c1lvarez, Jacobo Members de U\u00f1a-\u00c1lvarez, Jacobo; Pardo Fern\u00e1ndez, Juan Carlos; … Continued<\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[112],"tags":[],"class_list":["post-4198","post","type-post","status-publish","format-standard","hentry","category-cat-basic-research-finished"],"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/sidor.uvigo.es\/en\/wp-json\/wp\/v2\/posts\/4198\/"}],"collection":[{"href":"https:\/\/sidor.uvigo.es\/en\/wp-json\/wp\/v2\/posts\/"}],"about":[{"href":"https:\/\/sidor.uvigo.es\/en\/wp-json\/wp\/v2\/types\/post\/"}],"author":[{"embeddable":true,"href":"https:\/\/sidor.uvigo.es\/en\/wp-json\/wp\/v2\/users\/2\/"}],"replies":[{"embeddable":true,"href":"https:\/\/sidor.uvigo.es\/en\/wp-json\/wp\/v2\/comments\/?post=4198"}],"version-history":[{"count":0,"href":"https:\/\/sidor.uvigo.es\/en\/wp-json\/wp\/v2\/posts\/4198\/revisions\/"}],"wp:attachment":[{"href":"https:\/\/sidor.uvigo.es\/en\/wp-json\/wp\/v2\/media\/?parent=4198"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sidor.uvigo.es\/en\/wp-json\/wp\/v2\/categories\/?post=4198"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sidor.uvigo.es\/en\/wp-json\/wp\/v2\/tags\/?post=4198"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}