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Functional and High-Dimensional Statistics and Related Fields
This book presents the latest research on the statistical analysis of functional, high-dimensional and other complex data, addressing methodological and computational aspects, as well as real-world applications. It covers topics like classification, confidence bands, density estimation, depth, diagnostic tests, dimension reduction, estimation on manifolds, high- and infinite-dimensional statistics, inference on functional data, networks, operatorial statistics, prediction, regression, robustness, sequential learning, small-ball probability, smoothing, spatial data, testing, and topological object data analysis, and includes applications in automobile engineering, criminology, drawing recogni...
Contributions in infinite-dimensional statistics and related topics
The interest towards Functional and Operatorial Statistics, and, more in general, towards infinite-dimensional statistics has dramatically increased in the statistical community and in many other applied scientific areas where people faces functional data. This volume collects the works selected and presented at the Third Edition of the International Workshop on Functional and Operatorial Statistics held in Stresa, Italy, from the 19th to the 21st of June 2014 (IWFOS’2014). The meeting represents an opportunity of bringing together leading researchers active on these topics both for what concerns theoretical aspects and a wide range of applications in various fields. To promote collaborations with other important strictly related areas of infinite-dimensional Statistics, such as High Dimensional Statistics and Model Selection Procedures, this book hosts works in the latter research subjects too.
Functional Statistics and Related Fields
This volume collects latest methodological and applied contributions on functional, high-dimensional and other complex data, related statistical models and tools as well as on operator-based statistics. It contains selected and refereed contributions presented at the Fourth International Workshop on Functional and Operatorial Statistics (IWFOS 2017) held in A Coruña, Spain, from 15 to 17 June 2017. The series of IWFOS workshops was initiated by the Working Group on Functional and Operatorial Statistics at the University of Toulouse in 2008. Since then, many of the major advances in functional statistics and related fields have been periodically presented and discussed at the IWFOS workshops.
Recent Advances in Functional Data Analysis and Related Topics
New technologies allow us to handle increasingly large datasets, while monitoring devices are becoming ever more sophisticated. This high-tech progress produces statistical units sampled over finer and finer grids. As the measurement points become closer, the data can be considered as observations varying over a continuum. This intrinsic continuous data (called functional data) can be found in various fields of science, including biomechanics, chemometrics, econometrics, environmetrics, geophysics, medicine, etc. The failure of standard multivariate statistics to analyze such functional data has led the statistical community to develop appropriate statistical methodologies, called Functional...
Topics in Nonparametric Statistics
This volume is composed of peer-reviewed papers that have developed from the First Conference of the International Society for Non Parametric Statistics (ISNPS). This inaugural conference took place in Chalkidiki, Greece, June 15-19, 2012. It was organized with the co-sponsorship of the IMS, the ISI and other organizations. M.G. Akritas, S.N. Lahiri and D.N. Politis are the first executive committee members of ISNPS and the editors of this volume. ISNPS has a distinguished Advisory Committee that includes Professors R.Beran, P.Bickel, R. Carroll, D. Cook, P. Hall, R. Johnson, B. Lindsay, E. Parzen, P. Robinson, M. Rosenblatt, G. Roussas, T. SubbaRao and G. Wahba. The Charting Committee of IS...
Statistical Methods for Biostatistics and Related Fields
This book covers a wide range of recent statistical methods that are of interest to scientists in biostatistics as well as in other related fields such as chemometrics, environmetrics and geophysics. The contributed papers, from internationally recognized researchers, present various statistical methodologies together with a selected scope of their main mathematical properties and their application in a real case study.
Cladag 2017 Book of Short Papers
This book is the collection of the Abstract / Short Papers submitted by the authors of the International Conference of The CLAssification and Data Analysis Group (CLADAG) of the Italian Statistical Society (SIS), held in Milan (Italy) on September 13-15, 2017.
ANNO 2021 IL TERRITORIO SECONDA PARTE
Antonio Giangrande, orgoglioso di essere diverso. ODIO OSTENTAZIONE ED IMPOSIZIONE. Si nasce senza volerlo. Si muore senza volerlo. Si vive una vita di prese per il culo. Tu esisti se la tv ti considera. La Tv esiste se tu la guardi. I Fatti son fatti oggettivi naturali e rimangono tali. Le Opinioni sono atti soggettivi cangianti. Le opinioni se sono oggetto di discussione ed approfondimento, diventano testimonianze. Ergo: Fatti. Con me le Opinioni cangianti e contrapposte diventano fatti. Con me la Cronaca diventa Storia. Noi siamo quello che altri hanno voluto che diventassimo. Facciamo in modo che diventiamo quello che noi avremmo (rafforzativo di saremmo) voluto diventare. Rappresentare con verità storica, anche scomoda ai potenti di turno, la realtà contemporanea, rapportandola al passato e proiettandola al futuro. Per non reiterare vecchi errori. Perché la massa dimentica o non conosce. Denuncio i difetti e caldeggio i pregi italici. Perché non abbiamo orgoglio e dignità per migliorarci e perché non sappiamo apprezzare, tutelare e promuovere quello che abbiamo ereditato dai nostri avi. Insomma, siamo bravi a farci del male e qualcuno deve pur essere diverso!
