Suchergebnisse - Statistical Computing and Data Analysis in R

Statistical Computing in Functional Data Analysis: The R Package fda.usc von Febrero-Bande, Manuel, Fuente, Manuel Oviedo de la

“… This paper is devoted to the R package fda.usc which includes some utilities for functional data analysis …”
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RStudio for R statistical computing cookbook: over 50 practical and useful recipes to help you perform data analysis with R by unleashing every native RStudio feature von Cirillo, Andrea

“… Over 50 practical and useful recipes to help you perform data analysis with R by unleashing every native RStudio feature About This Book …”
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Data visualization and analysis within a Hydrologic Information System: Integrating with the R statistical computing environment von Horsburgh, Jeffery S., Reeder, Stephanie L.

“… ) Hydrologic Information System (HIS) and the R statistical computing environment. By linking these two systems within a single desktop software application, an integrated …”
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Bibliometric Analysis of Living Qur'an Research: A Dimensions Database Exploration (2005-2025) Using R for Statistical Computing and Bibliometrix Software von Ali, Asyiq Billah, Fi Ardillah, Maulida Fitri, Iwanebel, Fejrian Yazdajird, Taufik, Egi Tanadi

“… ”, "Living Al-Quran", and “Living Al-Quran,” with two keywords containing no apostrophe. Data scraping and analysis rely on a bibliometric approach by analyzing utilizing …”
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Teaching Statistical Concepts and Modern Data Analysis With a Computing-Integrated Learning Environment von Burckhardt, Philipp, Nugent, Rebecca, Genovese, Christopher R.

“… Revisiting the seminal 2010 Nolan and Temple Lang article on the role of computing in the statistics curricula, we discuss several trends that have emerged over the last ten years …”
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HTqPCR: high-throughput analysis and visualization of quantitative real-time PCR data in R von Dvinge, Heidi, Bertone, Paul

“… Although numerous statistical tools are available in the public domain for the analysis of microarray experiments, this is not the case for qPCR …”
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Characterization of Plant Glycoproteins: Analysis of Plant Glycopeptide Mass Spectrometry Data with plantGlycoMS, a Package in the R Statistical Computing Environment von Baker, Margaret R, Ching, Travers, Tabb, David L, Li, Qing X

“… plantGlycoMS is a set of tools, implemented in R, which is used to assess and validate glycopeptide spectrum matches (gPSMs …”
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How to do linguistics with R : data exploration and statistical analysis von Levshina, Natalia

“… How to do Linguistics with R: Data exploration and statistical analysis is unique in its scope, as it covers a wide range of classical and cutting-edge statistical methods, including different flavours of regression analysis …”
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Risk factors for subsequent vertebral fractures after percutaneous vertebral augmentation in Asian populations: a systematic review and meta-analysis von Zheng, Weijie, Huang, Jiexin, Jin, Liang, Zhang, Qiaoli, Li, TianFeng, Gong, WanChen, Xia, Yuchen, Lin, Zhengyi, Zhou, Fei, Lu, Chengwu, Zhang, Libao, Xue, Changhui, Ye, Hong, Wang, Linfeng

“… (The R Project for Statistical Computing). Results Fourteen articles comprising data from 5,673 patients were included in the analysis …”
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Meta-Analysis in Surgical Research: Methodology and Statistical Application von Choi, Jae Hwan, Grimsley, Emily A, Read, Meagan D, Rogers, Michael P, Bulard, Blake, Kuo, Paul C

“… to provide a comprehensive overview of a topic. Meta-analysis provides further depth by allowing for comparative analysis between the studied intervention and the control …”
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Motivation, values, and work design as drivers of participation in the R open source project for statistical computing von Mair, Patrick, Hofmann, Eva, Gruber, Kathrin, Hatzinger, Reinhold, Zeileis, Achim, Hornik, Kurt

“… One of the cornerstones of the R system for statistical computing is the multitude of packages contributed by numerous package authors …”
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Quality control of 3D MRSI data in glioblastoma: Can we do without the experts? von Tensaouti, Fatima, Desmoulin, Franck, Gilhodes, Julia, Martin, Elodie, Ken, Soleakhena, Lotterie, Jean‐Albert, Noël, Georges, Truc, Gilles, Sunyach, Marie‐Pierre, Charissoux, Marie, Magné, Nicolas, Lubrano, Vincent, Péran, Patrice, Cohen‐Jonathan Moyal, Elizabeth, Laprie, Anne

“… both time‐consuming and subjective. The aim of the present study was to assess automatic QC of glioblastoma MRSI data using random forest analysis …”
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Factors Associated with High Prevalence of Multibacillary Leprosy in West Bengal: A Case-Control Study von Mukhopadhyay, Dipta Kanti, Sarkar, Tarun Kumar, Chatterjee, Supantha, Ray, Soumalya, Roy, Pritam, Biswas, Asit Kumar

“… Requisite data were collected through structured interview with a validated questionnaire …”
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rBiopaxParser—an R package to parse, modify and visualize BioPAX data von Kramer, Frank, Bayerlová, Michaela, Klemm, Florian, Bleckmann, Annalen, Beißbarth, Tim

“… However, use of these data within statistical analyses can be tedious. On the other hand, the statistical computing environment R has become the standard for bioinformatics analysis of large-scale genomics data …”
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Analysing the impact of multiple stressors in aquatic biomonitoring data: A ‘cookbook’ with applications in R von Feld, Christian K., Segurado, Pedro, Gutiérrez-Cánovas, Cayetano

“… Experimental studies have advanced the understanding of single and combined stressor effects, but there is a lack of a robust analytical framework, to address the impact of multiple stressors based on monitoring data …”
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Evaluating the impact of the National Health Insurance Fund oncology benefits package and a healthcare workers’ strike on time to cancer treatment initiation in Nairobi County, Kenya: An interrupted time series analysis von Gakunga, Robai, Korir, Anne, Bouttell, Janet

“… We conducted our analysis using R, a statistical computing software, for interrupted …”
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ROOT — A C++ framework for petabyte data storage, statistical analysis and visualization von Antcheva, I., Ballintijn, M., Bellenot, B., Biskup, M., Brun, R., Buncic, N., Canal, Ph, Casadei, D., Couet, O., Fine, V., Franco, L., Ganis, G., Gheata, A., Maline, D. Gonzalez, Goto, M., Iwaszkiewicz, J., Kreshuk, A., Segura, D. Marcos, Maunder, R., Moneta, L., Naumann, A., Offermann, E., Onuchin, V., Panacek, S., Rademakers, F., Russo, P., Tadel, M.

“… In ROOT the TTree object container is optimized for statistical data analysis over very large data sets by using vertical data storage techniques …”
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Along-tract statistics allow for enhanced tractography analysis von Colby, John B., Soderberg, Lindsay, Lebel, Catherine, Dinov, Ivo D., Thompson, Paul M., Sowell, Elizabeth R.

“… It facilitates between-subject statistical analyses tailored to the specific anatomy of each participant …”
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Using proteomics for stratification and risk prediction in patients with solid tumors von Werner, Tilman, Fahrner, Matthias, Schilling, Oliver

“… Liquid chromatography–mass spectrometry (LC-MS) is pivotal in proteomic data generation, enabling high-throughput analysis of protein samples …”
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I/O-efficient statistical computing with RIOT von Yi Zhang, Weiping Zhang, Jun Yang

“… In this demo, we present RIOT (R with I/O Transparency), a system that extends R, a popular computing environment for statistical data analysis …”
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