Výsledky vyhledávání - (strategic OR stat) python code analysis*

LiPydomics: A Python Package for Comprehensive Prediction of Lipid Collision Cross Sections and Retention Times and Analysis of Ion Mobility-Mass Spectrometry-Based Lipidomics Data Autor Ross, Dylan H, Cho, Jang Ho, Zhang, Rutan, Hines, Kelly M, Xu, Libin

“… Existing solutions for these data analysis challenges (i.e., multivariate statistics and lipid identification…”
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Introduction to computational causal inference using reproducible Stata, R, and Python code: A tutorial Autor Smith, Matthew J., Mansournia, Mohammad A., Maringe, Camille, Zivich, Paul N., Cole, Stephen R., Leyrat, Clémence, Belot, Aurélien, Rachet, Bernard, Luque‐Fernandez, Miguel A.

“…The main purpose of many medical studies is to estimate the effects of a treatment or exposure on an outcome. However, it is not always possible to randomize…”
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Decoding the JAK-STAT Axis in Colorectal Cancer with AI-HOPE-JAK-STAT: A Conversational Artificial Intelligence Approach to Clinical–Genomic Integration Autor Yang, Ei-Wen, Waldrup, Brigette, Velazquez-Villarreal, Enrique

“…: AI-HOPE-JAK-STAT combines large language models (LLMs), a natural language-to-code engine, and harmonized public CRC datasets from cBioPortal…”
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Statistical analysis of feature-based molecular networking results from non-targeted metabolomics data Autor Pakkir Shah, Abzer K., Walter, Axel, Ottosson, Filip, Russo, Francesco, Navarro-Diaz, Marcelo, Boldt, Judith, Kalinski, Jarmo-Charles J., Kontou, Eftychia Eva, Elofson, James, Polyzois, Alexandros, González-Marín, Carolina, Farrell, Shane, Aggerbeck, Marie R., Pruksatrakul, Thapanee, Chan, Nathan, Wang, Yunshu, Pöchhacker, Magdalena, Brungs, Corinna, Cámara, Beatriz, Caraballo-Rodríguez, Andrés Mauricio, Cumsille, Andres, de Oliveira, Fernanda, Dührkop, Kai, El Abiead, Yasin, Geibel, Christian, Graves, Lana G., Hansen, Martin, Heuckeroth, Steffen, Knoblauch, Simon, Kostenko, Anastasiia, Kuijpers, Mirte C. M., Mildau, Kevin, Papadopoulos Lambidis, Stilianos, Portal Gomes, Paulo Wender, Schramm, Tilman, Steuer-Lodd, Karoline, Stincone, Paolo, Tayyab, Sibgha, Vitale, Giovanni Andrea, Wagner, Berenike C., Xing, Shipei, Yazzie, Marquis T., Zuffa, Simone, de Kruijff, Martinus, Beemelmanns, Christine, Link, Hannes, Mayer, Christoph, van der Hooft, Justin J. J., Damiani, Tito, Pluskal, Tomáš, Dorrestein, Pieter, Stanstrup, Jan, Schmid, Robin, Wang, Mingxun, Aron, Allegra, Ernst, Madeleine, Petras, Daniel

“… We provide explanations and code in two scripting languages (R and Python) as well…”
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Nestedness for Dummies (NeD): A user friendly web interface for exploratory nestedness analysis Autor Strona, Giovanni, Galli, Paolo, Seveso, Davide, Montano, Simone, Fattorini, Simone

“…Recent theoretical advances in nestedness analysis have led to the introduction of several alternative metrics to overcome most of the problems biasing the use of matrix 'temperature' calculated…”
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Reproducible Analysis Pipeline for Data Streams: Open-Source Software to Process Data Collected With Mobile Devices Autor Vega, Julio, Li, Meng, Aguillera, Kwesi, Goel, Nikunj, Joshi, Echhit, Khandekar, Kirtiraj, Durica, Krina C., Kunta, Abhineeth R., Low, Carissa A.

“… Mobile sensing researchers often program data processing and analysis code from scratch even though many research teams collect data from similar mobile sensors, platforms, and devices…”
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The MESSAGEix Integrated Assessment Model and the ix modeling platform (ixmp): An open framework for integrated and cross-cutting analysis of energy, climate, the environment, and sustainable development Autor Huppmann, Daniel, Gidden, Matthew, Fricko, Oliver, Kolp, Peter, Orthofer, Clara, Pimmer, Michael, Kushin, Nikolay, Vinca, Adriano, Mastrucci, Alessio, Riahi, Keywan, Krey, Volker

“…The MESSAGE Integrated Assessment Model (IAM) developed by IIASA has been a central tool of energy-environment-economy systems analysis in the global scientific and policy arena…”
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Output format biases in the evaluation of large language models for code translation Autor Macedo, Marcos, Tian, Yuan, Cogo, Filipe R., Adams, Bram

“…Code translation between programming languages (PLs) is a long-existing and critical task in software engineering, facilitating the modernization of legacy systems, ensuring cross-platform compatibility, and enhancing software performance…”
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Statistical Analyses and Reproducible Research Autor Gentleman, Robert, Temple Lang, Duncan

“…It is important, if not essential, to integrate the computations and code used in data analyses, methodological descriptions, simulations, and so on with the documents that describe and rely…”
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Open source tools for geographic analysis in transport planning Autor Lovelace, Robin

“…Geographic analysis has long supported transport plans that are appropriate to local contexts. Many incumbent ‘tools of the trade…”
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Weight-of-evidence approach to identify regionally representative sites for air-quality monitoring network: Satellite data-based analysis Autor Lekinwala, Nirav L, Bharadwaj, Ankur, Sunder Raman, Ramya, Bhushan, Mani, Bali, Kunal, Dey, Sagnik

“…’, is used to setup a nation-wide network for background PM2.5 measurement at strategic locations, optimally placing sites to obtain maximum regionally representative PM…”
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Is corporate reputation associated with voluntary cybersecurity risk reporting? Autor Singh, Harmandeep

“… to a company’s image and reputation. Design/methodology/approach An automated content analysis of VCRR by 95 Bombay Stock Exchange-listed companies was undertaken using Python code…”
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Percolation theory using Python Autor Malthe-Sørenssen, Anders

“… Readers will learn how to generate, analyze, and comprehend data and models, with detailed theoretical discussions complemented by accessible computer codes…”
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XeroGraph: enhancing data integrity in the presence of missing values with statistical and predictive analysis Autor Mousafi Alasal, Laila, Hammarlund, Emma U, Pienta, Kenneth J, Rönnstrand, Lars, Kazi, Julhash U

“…Abstract Motivation Missing data present a pervasive challenge in data analysis, potentially biasing outcomes and undermining conclusions if not addressed properly…”
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Facilitating the Calculation of the Efficient Score Using Symbolic Computing Autor B. Sibley, Alexander, Li, Zhiguo, Jiang, Yu, Li, Yi-Ju, Chan, Cliburn, Allen, Andrew, Owzar, Kouros

“… In the analysis of data from high-throughput genomic assays, inference on the basis of the score usually enjoys greater stability, considerably higher computational efficiency, and lends itself…”
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Using GNU Make to Manage the Workflow of Data Analysis Projects Autor Baker, Peter

“…Data analysis projects invariably involve a series of steps such as reading, cleaning, summarizing and plotting data, statistical analysis and reporting…”
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Defect and damage detection in filament wound carbon composite cylinders: A new numerical-experimental methodology based on vibrational analyses Autor de Menezes, Vanessa G.S., Souza, Gabriel S.C., Vandepitte, Dirk, Tita, Volnei, de Medeiros, Ricardo

“… Therefore, it is strategic to deepen the research in this line…”
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Trimmed Constrained Mixed Effects Models: Formulations and Algorithms Autor Zheng, Peng, Barber, Ryan, Sorensen, Reed J. D., Murray, Christopher J. L., Aravkin, Aleksandr Y.

“…Mixed effects (ME) models inform a vast array of problems in the physical and social sciences, and are pervasive in meta-analysis…”
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Graph analysis and visualization: discovering business opportunity in linked data Autor Brath, Richard, Jonker, David

“… The companion website offers data sets, full code examples in Python, and links to all the tools covered in the book…”
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The Community Inversion Framework v1.0: a unified system for atmospheric inversion studies Autor Karstens, Ute, Rödenbeck, Christian, van Peet, Jacob C. A, Palmer, Paul I, Haussaire, Jean-Matthieu, Henne, Stephan, Engelen, Richard, Monteil, Guillaume, Luijkx, Ingrid T, Aalto, Tuula, Houweling, Sanne, Tsuruta, Aki, Potier, Elise, Pison, Isabelle, Broquet, Grégoire, Gerbig, Christoph, Berchet, Adrien, Kutsch, Werner L, Thompson, Rona Louise, Berchet, Antoine, Zhao, Yuanhong, Brunner, Dominik, Saunois, Marielle, Fortems-Cheiney, Audrey, Peylin, Philippe, Scholze, Marko, Thanwerdas, Joel, Peters, Wouter, Bergamaschi, Peter, Chevallier, Frédéric, Zwaaftink, Christine Groot, Sollum, Espen

“…Atmospheric inversion approaches are expected to play a critical role in future observation-based monitoring systems for surface fluxes of greenhouse gases…”
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