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Regression Analysis: Procedures for finding the mathematical function which best describes the relationship between a dependent variable and one or more independent variables. In linear regression (see Linear models) the relationship is constrained to be a straight line and Least-squares analysis is used to determine the best fit. In logistic regression (see Logistic models) the dependent variable is qualitative rather than continuously variable and Likelihood functions are used to find the best relationship. In multiple regression, the dependent variable is considered to depend on more than a single independent variable.

Detecting Estrogenic Ligands in Personal Care Products using a Yeast Estrogen Screen Optimized for the Undergraduate Teaching Laboratory

1Department of Biology, University of the South, 2School of Biological Sciences, Louisiana Tech University, 3School of Medicine, Louisiana State University Health Sciences Center, 4Department of Biology, Furman University, 5Department of Computer Science, Louisiana Tech University, 6Clemson University

JoVE 55754


 Biology

Assessing Cellular Stress and Inflammation in Discrete Oxytocin-secreting Brain Nuclei in the Neonatal Rat Before and After First Colostrum Feeding

1Department of Psychiatry, Columbia University, 2Department of Pathology & Cell Biology, Columbia University Medical Center, 3Department of Psychiatry, Division of Molecular Imaging and Neuropathology, New York State Psychiatric Institute, 4EB Sciences

JoVE 58341


 Immunology and Infection

Rodent Behavioral Testing to Assess Functional Deficits Caused by Microelectrode Implantation in the Rat Motor Cortex

1Advanced Platform Technology Center, Rehabilitation Research and Development, Louis Stokes Cleveland Department of Veterans Affairs Medical Center, 2Department of Biomedical Engineering, Case Western Reserve University

JoVE 57829


 Bioengineering

High Throughput, Absolute Determination of the Content of a Selected Protein at Tissue Levels Using Quantitative Dot Blot Analysis (QDB)

1Medicine and Pharmacy Research Center, Binzhou Medical University, 2Yantai Zestern Biotechnique Co. LTD, 3Precision Medicine research center, Binzhou Medical University, 4Department of Chemistry - BMC, Uppsala University

JoVE 56885


 Biochemistry

Whole-brain Segmentation and Change-point Analysis of Anatomical Brain MRI—Application in Premanifest Huntington's Disease

1The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, 2Center for Imaging Science, Johns Hopkins University, 3Institute for Computational Medicine, Johns Hopkins University, 4Department of Applied Mathematics and Statistics, Johns Hopkins University, 5Division of Neurobiology, Departments of Psychiatry, Neurology, Neuroscience and Pharmacology, and Program in Cellular and Molecular Medicine, Johns Hopkins University School of Medicine, 6F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, 7Department of Biomedical Engineering, Johns Hopkins University

JoVE 57256


 Medicine

Online Transcranial Magnetic Stimulation Protocol for Measuring Cortical Physiology Associated with Response Inhibition

1College of Medicine, University of Cincinnati, 2Division of Neurology, Cincinnati Children's Hospital Medical Center, 3Division of Psychiatry, Cincinnati Children's Hospital Medical Center, 4Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute

JoVE 56789


 Neuroscience

Capturing the Interaction Kinetics of an Ion Channel Protein with Small Molecules by the Bio-layer Interferometry Assay

1Department of General Surgery, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, 2Key Laboratory of Systems Biomedicine (Ministry of Education), Institute of Systems Biomedicine, Shanghai Jiao Tong University, 3Hongqiao International Institute of Medicine, Tongren Hospital, Shanghai Jiao Tong University School of Medicine

JoVE 56846


 Biochemistry

Optimized Management of Endovascular Treatment for Acute Ischemic Stroke

1Institute of Neuroradiology, University Medical Center Goettingen, 2Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, 3Department of Neurology, University Medical Center Goettingen, 4Department of Epidemiology, Helmholtz Center for Infection Research, 5Institute of Medical Epidemiology, Biostatistics and Informatics, Martin-Luther-University Halle-Wittenberg, 6Department of Anesthesiology, University Medical Center Goettingen

JoVE 56397


 Neuroscience

A Protocol for the Administration of Real-Time fMRI Neurofeedback Training

1Office of the Vice President for Research and Graduate Studies, Wright State University, 2Department of Biomedical, Industrial and Human Factors Engineering, Wright State University, 3Pediatric Radiology and Medical Imaging, Dayton Children's Hospital, 4Department of Trauma Care and Surgery, Boonshoft School of Medicine, Wright State University, 5Department of Defense Hearing Center of Excellence, JBSA-Lackland, 6Department of Neurology, Boonshoft School of Medicine, Wright State University

JoVE 55543


 Neuroscience

Measuring G-protein-coupled Receptor Signaling via Radio-labeled GTP Binding

1The Solomon H. Snyder Department of Neuroscience, Johns Hopkins University School of Medicine, 2Department of Neurology and neurosurgery, Johns Hopkins University School of Medicine, 3Departments of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, 4Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine

JoVE 55561


 Biochemistry

A Microfluidic Flow Chamber Model for Platelet Transfusion and Hemostasis Measures Platelet Deposition and Fibrin Formation in Real-time

1Transfusion Research Center, Belgian Red Cross-Flanders, 2Faculty of Medicine and Health Sciences, Ghent University, 3Blood Service, Belgian Red Cross-Flanders, 4Department of Public Health and Primary Care, KULeuven - University of Leuven

JoVE 55351


 Bioengineering

Simultaneous Evaluation of Cerebral Hemodynamics and Light Scattering Properties of the In Vivo Rat Brain Using Multispectral Diffuse Reflectance Imaging

1Graduate School of Bio-application & Systems Engineering, Tokyo University of Agriculture & Technology, 2Division of Biomedical Information Sciences, National Defense Medical College Research Institute, 3Graduate School of Science and Engineering, Yamagata University

JoVE 55399


 Neuroscience

The α-test: Rapid Cell-free CD4 Enumeration Using Whole Saliva

1Department of Medicine, Weill Cornell Medical College, 2Department of Oral Biology, University of Missouri-Kansas City-School of Dentistry, 3Department of Pharmacology and Toxicology, University of Missouri Kansas City- School of Pharmacy, 4Regional Hospital, Bamenda, NWP, Cameroon, 5Mezam Polyclinic HIV/AIDS Treatment Center, Cameroon, 6Institute for Human Genetics and Biochemistry

JoVE 3999


 Medicine

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