Search Results - (statistical OR statistics) data processing software

Data Processing System (DPS) software with experimental design, statistical analysis and data mining developed for use in entomological research by Tang, Qi-Yi, Zhang, Chuan-Xi

“…A comprehensive but simple‐to‐use software package called DPS (Data Processing System…”
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metaX: a flexible and comprehensive software for processing metabolomics data by Wen, Bo, Mei, Zhanlong, Zeng, Chunwei, Liu, Siqi

“… The large amount of data generated from mass spectrometry requires intensive computational processing for annotation of mass spectra and identification of metabolites…”
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An automated software methodology for biomedical statistics, data pre-processing, and machine learning by Miller, Hunter A., Goodin, Dylan A., Frieboes, Hermann B.

“…•Includes data pre-processing, statistics, survival analysis, and machine learning.•Use-case scenarios are explored to illustrate major capabilities of the system…”
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Using MetaboAnalyst 5.0 for LC-HRMS spectra processing, multi-omics integration and covariate adjustment of global metabolomics data by Pang, Zhiqiang, Zhou, Guangyan, Ewald, Jessica, Chang, Le, Hacariz, Orcun, Basu, Niladri, Xia, Jianguo

“… However, outstanding bioinformatics challenges in terms of data processing, statistical analysis and functional interpretation remain critical barriers to the wider adoption of this technology…”
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Robust Statistics Through the Monitoring Approach: Applications in Regression by Atkinson, Anthony C, Riani, Marco, Corbellini, Aldo, Perrotta, Domenico, Todorov, Valentin

“…This open access book presents robust statistical methods and procedures through the monitoring approach, with an emphasis on applications to linear regression…”
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Detecting novel associations in large data sets by Reshef, David N, Reshef, Yakir A, Finucane, Hilary K, Grossman, Sharon R, McVean, Gilean, Turnbaugh, Peter J, Lander, Eric S, Mitzenmacher, Michael, Sabeti, Pardis C

“…) statistics for identifying and classifying relationships. We apply MIC and MINE to data sets in global health, gene expression, major-league baseball, and the human gut…”
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mProphet: automated data processing and statistical validation for large-scale SRM experiments by Reiter, Lukas, Rinner, Oliver, Picotti, Paola, Hüttenhain, Ruth, Beck, Martin, Brusniak, Mi-Youn, Hengartner, Michael O, Aebersold, Ruedi

“…) mass spectrometry data, is described. Selected reaction monitoring (SRM) is a targeted mass spectrometric method that is increasingly used in proteomics…”
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MNE software for processing MEG and EEG data by Gramfort, Alexandre, Luessi, Martin, Larson, Eric, Engemann, Denis A., Strohmeier, Daniel, Brodbeck, Christian, Parkkonen, Lauri, Hämäläinen, Matti S.

“… MNE, whose name stems from its capability to compute cortically-constrained minimum-norm current estimates from M/EEG data, is a software package that provides comprehensive analysis tools…”
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Using cellular device location data to estimate visitation to public lands: Comparing device location data to U.S. National Park Service’s visitor use statistics by Tsai, Wei-Lun, Merrill, Nathaniel H., Neale, Anne C., Grupper, Madeline

“… However, compiling consistently reliable visitation data across large spatial and temporal scales and across different land managing entities is challenging…”
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Bayes factors for forensic decision analyses with R by Bozza, Silvia, Taroni, Franco, Biedermann, Alex

“…Bayes Factors for Forensic Decision Analyses with R provides a self-contained introduction to computational Bayesian statistics using R…”
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Using MicrobiomeAnalyst for comprehensive statistical, functional, and meta-analysis of microbiome data by Chong, Jasmine, Liu, Peng, Zhou, Guangyan, Xia, Jianguo

“… It enables researchers and clinicians with little or no bioinformatics training to explore a wide variety of well-established methods for microbiome data processing, statistical analysis, functional…”
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BrainStat: A toolbox for brain-wide statistics and multimodal feature associations by Larivière, Sara, Bayrak, Şeyma, Vos de Wael, Reinder, Benkarim, Oualid, Herholz, Peer, Rodriguez-Cruces, Raul, Paquola, Casey, Hong, Seok-Jun, Misic, Bratislav, Evans, Alan C., Valk, Sofie L., Bernhardt, Boris C.

“…•BrainStat is a toolbox for the statistical analysis and context decoding of neuroimaging data…”
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Empirical assessment of published effect sizes and power in the recent cognitive neuroscience and psychology literature by Szucs, Denes, Ioannidis, John P. A.

“…We have empirically assessed the distribution of published effect sizes and estimated power by analyzing 26,841 statistical records from 3,801 cognitive neuroscience and psychology papers published recently…”
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Computational statistics & data analysis

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Weighted recalibration of the Rosetta pedotransfer model with improved estimates of hydraulic parameter distributions and summary statistics (Rosetta3) by Zhang, Yonggen, Schaap, Marcel G.

“…•An existing popular hierarchical set of pedotransfer functions was improved.•A bootstrapped artificial neural network was calibrated using weighted input.•The…”
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Renewable estimation and incremental inference in generalized linear models with streaming data sets by Luo, Lan, Song, Peter X.-K.

“… Consisting of two data-processing layers, the rho architecture enables us to accommodate inference-related statistics and to facilitate sequential updating of the statistics used in both estimation and inference…”
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Statistical analysis in metabolic phenotyping by Blaise, Benjamin J., Correia, Gonçalo D. S., Haggart, Gordon A., Surowiec, Izabella, Sands, Caroline, Lewis, Matthew R., Pearce, Jake T. M., Trygg, Johan, Nicholson, Jeremy K., Holmes, Elaine, Ebbels, Timothy M. D.

“… (guidelines and software) for statistical analysis of metabolic data generated by these methods…”
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Statistical Cerebrovascular Reactivity Signal Properties after Secondary Decompressive Craniectomy in Traumatic Brain Injury: A CENTER-TBI Pilot Analysis by Zeiler, Frederick A., Aries, Marcel, Cabeleira, Manuel, van Essen, Thomas A., Stocchetti, Nino, Menon, David K., Timofeev, Ivan, Czosnyka, Marek, Smielewski, Peter, Hutchinson, Peter, Ercole, Ari, Anke, Audny, Beer, Ronny, Bellander, Bo-Michael, Biqiri, Erta, Buki, Andras, Carbonara, Marco, Chieregato, Arturo, Citerio, Giuseppe, Czeiter, Endre, Depreitere, Bart, Frisvold, Shirin, Helbok, Raimund, Jankowski, Stefan, Kondziella, Danile, Koskinen, Lars-Owe, Meyfroidt, Geert, Moeller, Kirsten, Nelson, David, Piippo-Karjalainen, Anna, Radoi, Andreea, Ragauskas, Arminas, Raj, Rahul, Rhodes, Jonathan, Rocka, Saulius, Rossaint, Rolf, Sahuquillo, Juan, Sakowitz, Oliver, Stevanovic, Ana, Sundström, Nina, Takala, Riikka, Tamosuitis, Tomas, Tenovuo, Olli, Vajkoczy, Peter, Vargiolu, Alessia, Vilcinis, Rimantas, Wolf, Stefan, Younsi, Alexander

“… We aimed to determine if the statistical properties of vascular reactivity metrics and slow-wave relationships were impacted after DC, as such information would allow us to comment on whether…”
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Trends in the sample size, statistics, and contributions to the BrainMap database of activation likelihood estimation meta‐analyses: An empirical study of 10‐year data by Yeung, Andy Wai Kan, Robertson, Michaela, Uecker, Angela, Fox, Peter T., Eickhoff, Simon B.

“… However, most papers did not describe how data redundancy was avoided when multiple related Experiments were reported…”
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A review of statistical methods for dietary pattern analysis by Zhao, Junkang, Li, Zhiyao, Gao, Qian, Zhao, Haifeng, Chen, Shuting, Huang, Lun, Wang, Wenjie, Wang, Tong

“… Methods This paper presents a landscape review of the existing statistical methods used to derive dietary patterns, especially the finite mixture model, treelet transform, data mining, least absolute…”
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