Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Residual Plots01:07

Residual Plots

5.0K
A residual plot is a statistical representation of data used to analyze correlation and regression results. It helps verify the requirements for drawing specific conclusions about correlation and regression. To obtain the residual plot, first, the residual for each data value is calculated, which is simply the vertical distance between the observed and the predicted value obtained from the regression equation.
When the residual values are plotted against the variable x, it is called a residual...
5.0K
Modified Boxplots00:57

Modified Boxplots

10.0K
A standard box and whisker plot informs us about the spread of the data in a given sample. One can identify the minimum value, maximum value, first quartile value, second quartile or median value, and third quartile.
However, the box plot does not tell the reader about outliers - values that lie far from the center of the data. We can modify the standard box and whisker plot to identify the outliers and visualize the actual spread of the data in a sample.
Initially, we calculate the adjusted...
10.0K
Relative Frequency Histogram01:14

Relative Frequency Histogram

5.6K
The relative frequency depicts the proportion of data points that have each value. The frequency tells the number of data points that have each value. Like the histogram, a relative frequency histogram also has the same shape with a horizontal scale (the x-axis), but the vertical scale (the y-axis) is marked with relative frequencies (percentages of the whole) instead of actual frequencies. A relative frequency histogram is a graphical representation of a frequency distribution where the...
5.6K

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Preclinical Evaluation of <sup>177</sup>Lu-Labeled Anti-CLDN18.2 VHH-Fc for Radioimmunotherapy in Gastric Cancer.

Molecular pharmaceutics·2026
Same author

Synergistic Enhancement of Gel Properties in Unwashed Silver Carp Surimi by Hydroxypropyl Starch, Gallic Acid, and Xylitol.

Journal of texture studies·2026
Same author

Interaction-structure coupling enables high-flux enantioselective transport in lamellar membranes.

Chemical science·2026
Same author

Cigarette Smoke Promotes Lung Cancer Progression by Mediating EMT Through the IL-9-Regulated STAT3/miR-155-5p/SOCS1 Feedback Loop.

Journal of applied toxicology : JAT·2026
Same author

Ankyrin-repeat transmembrane protein WAI-1 confers multiple disease resistance in wheat by activating autoimmunity.

Science China. Life sciences·2026
Same author

CD70-targeted platform for diagnosing and treating multiple myeloma.

Journal for immunotherapy of cancer·2026
Same journal

RETRACTION: Optimization and Modeling of Cr (VI) Removal from Tannery Wastewater onto Activated Carbon Prepared from Coffee Husk and Sulfuric Acid (H<sub>2</sub>SO<sub>4</sub>) as Activating Agent by Using Central Composite Design (CCD).

Journal of environmental and public health·2026
Same journal

RETRACTION: Iodine Status in Pregnant Women Having Urinary Fluoride in Contaminated Areas: A Case Study of Phayao Province.

Journal of environmental and public health·2026
Same journal

RETRACTION: Garden Landscape Design Method in Public Health Urban Planning Based on Big Data Analysis Technology.

Journal of environmental and public health·2025
Same journal

RETRACTION: Analysis and Research on the Impact of Physical Exercise on Residents' Health Based on the Improved BP Neural Network Model.

Journal of environmental and public health·2025
Same journal

RETRACTION: Analysis of the Impact of Ecological Innovation and Green Investment on China's CO<sub>2</sub> Emissions.

Journal of environmental and public health·2025
Same journal

Copyright Transaction Mode and Copyright Protection Risk Analysis of Green Industry from the Perspective of Information Environment.

Journal of environmental and public health·2024
See all related articles

Related Experiment Video

Updated: Sep 1, 2025

Two-Dimensional Visualization and Quantification of Labile, Inorganic Plant Nutrients and Contaminants in Soil
12:03

Two-Dimensional Visualization and Quantification of Labile, Inorganic Plant Nutrients and Contaminants in Soil

Published on: September 1, 2020

6.2K

Research on Recurrence Plot Feature Quantization Method Based on Image Texture Analysis.

Yan Li1,2, Zhan Li1

  • 1School of Economics and Management, Dongguan University of Technology, Dongguan 523808, Guangdong, China.

Journal of Environmental and Public Health
|August 18, 2022
PubMed
Summary
This summary is machine-generated.

This study introduces a novel nonlinear time-series analysis method using Gaussian functions to improve recurrence plots, overcoming information loss and parameter selection issues in complex system dynamics.

More Related Videos

Automated Analysis of Dynamic Ca2+ Signals in Image Sequences
06:49

Automated Analysis of Dynamic Ca2+ Signals in Image Sequences

Published on: June 16, 2014

17.2K
Author Spotlight: Efficient Image Recognition Using Directional Gradient Histogram Technique and Support Vector Machines
08:27

Author Spotlight: Efficient Image Recognition Using Directional Gradient Histogram Technique and Support Vector Machines

Published on: January 5, 2024

1.2K

Related Experiment Videos

Last Updated: Sep 1, 2025

Two-Dimensional Visualization and Quantification of Labile, Inorganic Plant Nutrients and Contaminants in Soil
12:03

Two-Dimensional Visualization and Quantification of Labile, Inorganic Plant Nutrients and Contaminants in Soil

Published on: September 1, 2020

6.2K
Automated Analysis of Dynamic Ca2+ Signals in Image Sequences
06:49

Automated Analysis of Dynamic Ca2+ Signals in Image Sequences

Published on: June 16, 2014

17.2K
Author Spotlight: Efficient Image Recognition Using Directional Gradient Histogram Technique and Support Vector Machines
08:27

Author Spotlight: Efficient Image Recognition Using Directional Gradient Histogram Technique and Support Vector Machines

Published on: January 5, 2024

1.2K

Area of Science:

  • Nonlinear Dynamics
  • Complex Systems Analysis
  • Time-Series Analysis

Background:

  • Recurrence plot theory is a powerful tool for nonlinear time-series analysis.
  • Traditional recurrence plots using Heaviside functions suffer from information loss and critical parameter selection challenges.

Purpose of the Study:

  • To address limitations of traditional recurrence plots.
  • To introduce a more robust method for analyzing complex system dynamics.
  • To propose new measurement techniques for dynamic features.

Main Methods:

  • Replaced Heaviside step functions with Gaussian functions for state-phase point recursiveness.
  • Applied texture analysis to recurrence plots.
  • Developed a system of complex system dynamic-like measurement methods.

Main Results:

  • The Gaussian function resolves the rigidity and binary issues of Heaviside functions, reducing information loss.
  • Texture analysis provides new insights into complex system dynamics.
  • A novel measurement system for dynamic-like features was established.

Conclusions:

  • The proposed method enhances the accuracy and robustness of nonlinear time-series analysis.
  • This approach offers improved ways to study and quantify complex system dynamics.
  • The findings pave the way for more sophisticated analysis of dynamic systems.