scikit-fda: A Python Package for Functional Data Analysis by Carlos Ramos-Carreño, José Luis Torrecilla, Miguel Carbajo-Berrocal, Pablo Marcos, Alberto Suárez

“… The library scikit-fda is a Python package for functional data analysis (FDA). …”
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A Study of the Colombian Stock Market with Multivariate Functional Data Analysis (FDA) by Deivis Rodríguez Cuadro, Sonia Pérez-Plaza, Antonia Castaño-Martínez, Fernando Fernández-Palacín

“…In this work, Functional Data Analysis (FDA) is used to detect behavioral patterns in the Bolsa de Valores de Colombia (BVC) in reaction to the global crises caused by COVID-19 and the war in Ukraine. …”
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The Second Wave of the COVID-19 Pandemic in Poland - Characterised Using FDA Methods by Patrycja Hęćka

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A functional data analysis approach for modelling frequency‐modulated tonal sounds in animal communication by Maria Silvia Labriola, Petra Oswine Pammer, Giulia Pedrazzi, Giancarlo Giacomini, Giovanna Jona Lasinio, Daniela Silvia Pace

“…We propose the application of a functional data analysis (FDA) approach to model extracted FM patterns, which entails the transformation of acoustic signals into continuous functions. …”
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Condition monitoring and multi-fault classification of hydraulic systems using multivariate functional data analysis by Cevahir Yildirim, Alba M. Franco-Pereira, Rosa E. Lillo

Subjects: “…Functional data analysis (FDA)…”
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Music Genre Classification Based on Functional Data Analysis by Jiahong Shen, Guangrun Xiao

“…This paper proposes a noval method for MGC using functional data analysis (FDA) to represent music signals as smooth functions, capturing their temporal and harmonic properties more naturally. …”
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Functional analysis within latent states: A novel framework for analysing functional time series data. by Owen Forbes, Edgar Santos-Fernandez, Paul Pao-Yen Wu, Kerrie Mengersen

“…Functional data analysis (FDA) enables modelling and interpretation of data represented as functions over a continuum like time, space, or frequency. …”
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Runoff Potentiality of a Watershed through SCS and Functional Data Analysis Technique by M. I. Adham, S. M. Shirazi, F. Othman, S. Rahman, Z. Yusop, Z. Ismail

“…Runoff potentiality of a watershed was assessed based on identifying curve number (CN), soil conservation service (SCS), and functional data analysis (FDA) techniques. Daily discrete rainfall data were collected from weather stations in the study area and analyzed through lowess method for smoothing curve. …”
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Central Limit Theorem for Conditional Mode in the Single Functional Index Model with Data Missing at Random by Anis Allal, Abdessamad Dib, Abbes Rabhi

“…The rates of convergence highlight the critical part that the probability of concentration play in the law of the explanatory functional variable. Additionally, we establish the asymptotic normality of the derived estimators proposed under specific mild conditions, relying on standard assumptions in Functional Data Analysis (FDA) for the proofs. …”
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Characterizing Neurocardiovascular Responses to an Active Stand Test in Older Women: A Pilot Study Using Functional Data Analysis by Feng Xue, Roman Romero-Ortuno

“…This observational pilot study investigated neurocardiovascular responses to an active stand test using continuous physiological monitoring and functional data analysis (FDA) in older women. A sample of 25 community-dwelling female adults aged 59–78 years (mean age: 70.3 years) participated. …”
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The daily auditory environments of people with tinnitus by Erika Skoe, Rachel Corsetti, Janet Desmarais, Annalise Kieley, David Wilson, Patrick Adamczyk, Daniel Roberts, Yifan Zhang, Kun Chen, Ofer Harel, Kourosh Parham

“…The sample (n = 108) included both Tinnitus and Control groups. Data were analyzed first using summative metrics of daily sound exposure followed by functional data analysis (FDA) to reveal finer temporal differences in sound exposure between groups. …”
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Analysis of Electric Vehicle Charging Behavior Patterns with Function Principal Component Analysis Approach by Chenxi Chen, Yang Song, Xianbiao Hu, Ivan G. Guardiola

“…This manuscript focused on analyzing electric vehicles’ (EV) charging behavior patterns with a functional data analysis (FDA) approach, with the goal of providing theoretical support to the EV infrastructure planning and regulation, as well as the power grid load management. 5-year real-world charging log data from a total of 455 charging stations in Kansas City, Missouri, was used. …”
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Functional Principal Components Analysis of Shanghai Stock Exchange 50 Index by Zhiliang Wang, Yalin Sun, Peng Li

“…The main purpose of this paper is to explore the principle components of Shanghai stock exchange 50 index by means of functional principal component analysis (FPCA). Functional data analysis (FDA) deals with random variables (or process) with realizations in the smooth functional space. …”
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Statistical and Clustering Analysis of Safety Profiles of FDA-Approved Protein Kinase Inhibitors by Ioana Lavinia Radulian, Georgiana Nitulescu, Anca Zanfirescu, George Mihai Nitulescu

“…Protein kinases are vital regulators in cell biology, modifying protein functions through phosphorylation. Protein kinase inhibitors (PKIs), which impede these kinases’ activities, have broadened their therapeutic scope from cancer treatment to autoimmune and viral diseases. …”
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Oseltamivir-induced hepatotoxicity: A retrospective analysis of the FDA adverse event reporting system. by Lurong Yu, Qiumeng Xiang, Limei Liu

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Longitudinal graphics of patient-reported physical function in patients treated for hematologic malignancies by Gita Thanarajasingam, Vishal Bhatnagar, Brie N. Noble, Ting-Yu Chen, Mallorie H. Fiero, Ron Hoffman, Molly Jeffery, Gina L. Mazza, John Mascarenhas, Ruben Mesa, Meena Murugappan, Joseph Ross, Surbhi Sidana, Rahma Warsame, Paul G. Kluetz, Amylou C. Dueck

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Tumor suppressing function of SLC16A7 in bladder cancer and its pan-cancer analysis by Mingjie Xu, Jiatong Zhou, Jiancheng Lv, Yu Zhang

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Psychiatric safety associated with hormone replacement therapy for menopausal symptoms: a real-world study of the FDA adverse event reporting system by Nan Chen, Lei Li, Chun-li Fu, Yi Ren

“…This study aimed to systemically investigate the psychiatric risks associated with HRT in menopausal women using real-world data.MethodsWe conducted disproportionality analyses by using data from the Food and Drug Administration (FDA) Adverse Event Reporting System (FAERS) collected from January 1, 2004, to September 30, 2024, to calculate the reporting odds ratio (ROR) for psychiatric adverse events (pAEs) across four FDA-approved HRT categories. …”
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Glaucoma and brain functional networks: a bidirectional Mendelian randomisation study by Xiaoxiao Chen, Xinghuai Sun, Lian Shu

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Mid-infrared spectra of dried and roasted cocoa (Theobroma cacao L.): A dataset for machine learning-based classification of cocoa varieties and prediction of theobromine and caffe... by Gentil A. Collazos-Escobar, Andrés F. Bahamón-Monje, Nelson Gutiérrez-Guzmán

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