Single Functional Index Quantile Regression for Functional Data with Missing Data at Random by Nadia Kadiri, Sanaà Dounya Mekki, Abbes Rabhi

Subjects: “…functional data analysis…”
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Functional data analysis in forecasting Serbian fertility by Nikitović Vladimir

“…A new approach, combining functional data analysis and principal components decomposition in order to forecasting demographic rates, introduced recently by Hyndman and his associates, is tested on official data series of Serbian age-specific fertility rates available for period 1950-2009. …”
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Functional Data Analysis for Prediction of Employee Presence by Nouhaila Goujili, Matthieu Saumard, Nicolas Cochard, Maher Jridi

“…This paper proposes a robust approach combining functional data analysis with the integration of exogenous variables adapted to time series (RobFTS). …”
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Some recent developments on functional data analysis* by Cugliari Jairo, Devijver Emilie, Meynaoui Anouar, Mignot Raphaël

“…Recent contributions to functional data analysis are presented. Various problems are considered including the definition of the barycenter of multivariate functional data and the adaptive nonparametric estimation in the functional linear model with functional output.…”
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Copula Functions for Spatial Survival Data Analysis by Mohsen Mohammadzadeh, Nasrin Ebrahimi, Giuliana Cortese

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Functional Data Analysis in Forecasting Serbian Fertility by Vladimir Nikitović

“… A new approach, combining functional data analysis and principal components decomposition in order to forecasting demographic rates, introduced recently by Hyndman and his associates, is tested on official data series of Serbian age-specific fertility rates available for period 1950-2009. …”
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Functional Data Analysis of Multi-Angular Hyperspectral Data on Vegetation by Sugianto Sugianto, Shawn Laffan

“…One of them is the sensor zenith angle. Functional data analysis can be used to assess the distribution and variation of spectral reflectance due to sensor zenith angle. …”
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Asymptotic Normality of Single Functional Index Quantile Regression for Functional Data with Missing Data at Random by Anis Allal, Nadia Kadiri, Abbes Rabhi

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Application of Functional Data Analysis in Complex Human Movement Analysis by Baifa Zhang, Zhi-Cheng Lin

Subjects: “…Functional Data Analysis…”
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Music Genre Classification Based on Functional Data Analysis by Jiahong Shen, Guangrun Xiao

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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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Raw-Data Driven Functional Data Analysis with Multi-Adaptive Functional Neural Networks for Ergonomic Risk Classification Using Facial and Bio-Signal Time-Series Data by Suyeon Kim, Afrooz Shakeri, Seyed Shayan Darabi, Eunsik Kim, Kyongwon Kim

Subjects: “…functional data analysis…”
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Covariate-adjusted functional data analysis for structural health monitoring by Philipp Wittenberg, Lizzie Neumann, Alexander Mendler, Jan Gertheiss

“…Our approach is particularly suited for long-term monitoring when several months or years of training data are available. It combines highly flexible yet interpretable semi-parametric modeling with functional principal component analysis and uses the corresponding out-of-sample Phase-II scores for monitoring. …”
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Air quality investigation using functional data analysis methods by Akvilė Vitkauskaitė, Milda Salytė

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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). It provides a comprehensive set of tools for representation, preprocessing, and exploratory analysis of functional data. …”
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Evaluation of Bayesian network scoring functions in polychotomous data analysis by Xuejia Ke, Katherine Keenan, V. Anne Smith

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An analysis of the functionality of selected websites presenting data on air traffic by Krawczyńska Katarzyna, Karsznia Izabela

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Predicting electricity supply and demand curves with functional data techniques by Zehang Li, Andrés M. Alonso, Lorenzo Pascual

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Comparative Analysis of Tool Functionality in Descriptive Statistics of Language R by T. G. Apal’kova, K. G. Levchenko

“…The article provides methods and procedures of getting numerical statistical characteristics of qualitative and quantitative features by means of language R in the process of preliminary data analysis. The most expedient, in view of simplicity of use and information value of result, specification of functions of language descriptive statistics was shown. …”
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Modeling and forecasting of the high-dimensional time series data with functional data analysis and machine learning approaches by Yousuf Alkhezi, Hajar M. Alkhezi, Ahmad Shafee

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