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SciCrunch Registry is a curated repository of scientific resources, with a focus on biomedical resources, including tools, databases, and core facilities - visit SciCrunch to register your resource.
https://CRAN.R-project.org/package=gamm4
Software R package to estimate generalized additive mixed models.
Proper citation: gamm4 (RRID:SCR_024507) Copy
Software tool that offers analysis of CRISPR editing data. Used for inference of CRISPR edits from Sanger trace data.
Proper citation: Inference of CRISPR Edits (RRID:SCR_024508) Copy
https://www.mathworks.com/products/optimization.html
Software package provides functions for finding parameters that minimize or maximize objectives while satisfying constraints. Toolbox includes solvers for linear programming, mixed integer linear programming, quadratic programming, second order cone programming, nonlinear programming, constrained linear least squares, nonlinear least squares, nonlinear equations.
Proper citation: Optimization Toolbox (RRID:SCR_024486) Copy
https://github.com/navinlabcode/copykat
Software R package to estimate genomic copy number profiles at average genomic resolution of 5 Mb from read depth in high throughput single cell RNA sequencing data.Used for inference of genomic copy number and subclonal structure of human tumors from high-throughput single cell RNAseq data.
Proper citation: CopyKAT (RRID:SCR_024512) Copy
https://CRAN.R-project.org/package=classInt
Software R package for choosing univariate class intervals for mapping or other graphics purposes.
Proper citation: classInt (RRID:SCR_024515) Copy
https://CRAN.R-project.org/package=mitml
Software R package for multiple imputation of missing data in multilevel modeling.
Proper citation: mitml (RRID:SCR_024516) Copy
http://www.drive5.com/muscle/prefab.htm
Downloadable data designed for testing multiple sequence alignment methods.
Proper citation: PREFAB (RRID:SCR_001009) Copy
THIS RESOURCE IS NO LONGER IN SERVICE. Documented on February 23,2023.Software package for comparison and analysis of microbial communities, primarily based on high-throughput amplicon sequencing data, but also supporting analysis of other types of data. QIMME analyzes and transforms raw sequencing data generated on Illumina or other platforms to publication quality graphics and statistics.
Proper citation: QIIME (RRID:SCR_008249) Copy
http://tree.bio.ed.ac.uk/software/figtree
A graphical viewer of phylogenetic trees and a program for producing publication-ready figures. It is designed to display summarized and annotated trees produced by BEAST.
Proper citation: FigTree (RRID:SCR_008515) Copy
http://bioinf.uni-greifswald.de/augustus/
Software for gene prediction in eukaryotic genomic sequences. Serves as a basis for further steps in the analysis of sequenced and assembled eukaryotic genomes.
Proper citation: Augustus (RRID:SCR_008417) Copy
This site is designed for researchers and students who want a quick way to generate random numbers or assign participants to experimental conditions. Research Randomizer can be used in a wide variety of situations, including psychology experiments, medical trials, and survey research. The program uses a JavaScript random number generator to produce customized sets of random numbers. Since its release in 1997, Research Randomizer has been used to generate number sets over 10.7 million times. This service is part of Social Psychology Network and is fast, free, and runs with any recent web browser as long as JavaScript isn''t disabled. Research Randomizer is a free service offered to students and researchers interested in conducting random assignment and random sampling. By using this service, you agree to abide by the SPN User Policy and to hold Research Randomizer and its staff harmless in the event that you experience a problem with the program or its results. Although every effort has been made to develop a useful means of generating random numbers, Research Randomizer and its staff do not guarantee the quality or randomness of numbers generated. Any use to which these numbers are put remains the sole responsibility of the user who generated them. What are the system requirements needed to run Research Randomizer? This program works best with Firefox and other recent web browsers. If you''re using a browser that came with America Online, or older browsers made prior to 2003, you may experience some difficulties with Research Randomizer. You may also not be able to use Research Randomizer with some limited-function browsers that do not fully support JavaScript, such as the Opera broswer used on certain game consoles. We would suggest that you update to a fairly recent, fully- functional stand-alone browser. How do I know what browser I am using? The easiest way to find this out is to click Help on the pulldown menu at the top of the screen. One of the options should be About Mozilla Firefox, About Internet Explorer, About Netscape, or something similar. Selecting this option will open a window that displays the name, version number, and copyright date of your browser. How does Research Randomizer generate its numbers? Research Randomizer uses the Math.random method within the JavaScript programming language to generate its random numbers for all modern web browsers. If you are using an older version of Microsoft Internet Explorer or Netscape Navigator (that is prior to version 4.0 of either), Research Randomizer uses an adaptation of the Central Randomizer by Paul Houle. Note that Research Randomizer no longer supports much-older browsers by other vendors (e.g., Mosaic). Who designed Research Randomizer? The original idea and programming for Research Randomizer came from Geoffrey C. Urbaniak in 1997. Research Randomizer was then jointly developed with Scott Plous, webmaster of Social Psychology Network, and online tutorials were added to the main program. In 1999 the site was redesigned with the assistance of Mike Lestik, in 2003 Mike Lestik added the download function, and in 2007 Mike Lestik and Scott Plous redesigned the site and added new content.
Proper citation: Research Randomizer (RRID:SCR_008563) Copy
http://salilab.org/modeller/modeller.html
Software tool as Program for Comparative Protein Structure Modelling by Satisfaction of Spatial Restraints. Used for homology or comparative modeling of protein three dimensional structures. User provides alignment of sequence to be modeled with known related structures and MODELLER automatically calculates model containing all non hydrogen atoms.
Proper citation: MODELLER (RRID:SCR_008395) Copy
https://automeris.io/WebPlotDigitizer/
Web based tool to extract data from plots, images, and maps. HTML5 based online tool to extract numerical data from plot images. Used to reverse engineer images of data visualizations to extract underlying numerical data.
Proper citation: WebPlotDigitizer (RRID:SCR_013996) Copy
http://www.malvern.com/en/products/technology/nanoparticle-tracking-analysis/
Software which utilizes the properties of both light scattering and Brownian motion to obtain the particle size distribution of samples in liquid suspension. The Nanoparticle Tracking Analysis software tracks many particles individually and calculates their hydrodynamic diameters using the Stokes Einstein equation.
Proper citation: Nanoparticle Tracking Analysis (RRID:SCR_014239) Copy
http://www.jmp.com/en_us/software/jmp.html
Statistical software that uses dynamic graphics rather than tables or graphs to visualize raw data. More specific versions of JMP are available for statistical analyses, clinical work, and genomics. Features include statistical modeling, data cleanup, automation and scripting, and experimental design.
Proper citation: JMP (RRID:SCR_014242) Copy
Ratings or validation data are available for this resource
https://www.nikoninstruments.com/Products/Software
Microscope imaging software suite used with Nikon products. NIS-Elements includes software applications for advanced and standard research, documentation, confocal microscopy, and high-content analysis., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.
Proper citation: NIS-Elements (RRID:SCR_014329) Copy
https://www.phenix-online.org/documentation/reference/phaser.html
Crystallographic software which solves structures using algorithms and automated rapid search calculations to perform molecular replacement and experimental phasing methods.
Proper citation: Phaser (RRID:SCR_014219) Copy
http://www2.mrc-lmb.cam.ac.uk/personal/pemsley/coot/
Software for macromolecular model building, model completion and validation, and protein modelling using X-ray data. Coot displays maps and models and allows model manipulations such as idealization, rigid-body fitting, ligand search, Ramachandran plots, non-crystallographic symmetry and more. Source code is available.
Proper citation: Coot (RRID:SCR_014222) Copy
Ratings or validation data are available for this resource
http://www.embl.de/eamnet/html/body_image_browser.html
Software used to compile images obtained from the Zeiss LSM 510 confocal microscope. The browser can be used for general image archiving and handling and interactive measurement in labs and workgroups. Features include orthogonal sectioning, 3D cut function, 3D view with calculation of single projections, and interactive measurement functions in the overlay dialog, such as scale bar, distance, and area.
Proper citation: LSM Image Examiner (RRID:SCR_014344) Copy
http://www.waters.com/waters/en_US/MassLynx-MS-Software/nav.htm?cid=513662&locale=en_US
Software which can acquire, analyze, manage, and share mass spectrometry data. MassLynx controls any Waters mass spectrometry system, from sample and solvent management components to mass spectrometer and auxiliary detectors. The software can acquire nominal mass, exact mass, MS/MS and exact mass MS/MS data. The software system also maintains and consolidates all user sample data. Optional Application Manager programs provide additional information for specific MS analyses and data., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.
Proper citation: MassLynx (RRID:SCR_014271) Copy
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