Jove
Visualize
联系我们

相关概念视频

One-Compartment Open Model: Wagner-Nelson and Loo Riegelman Method for ka Estimation01:24

One-Compartment Open Model: Wagner-Nelson and Loo Riegelman Method for ka Estimation

513
This lesson introduces two critical methods in pharmacokinetics, the Wagner-Nelson and Loo-Riegelman methods, used for estimating the absorption rate constant (ka) for drugs administered via non-intravenous routes. The Wagner-Nelson method relates ka to the plasma concentration derived from the slope of a semilog percent unabsorbed time plot. However, it is limited to drugs with one-compartment kinetics and can be impacted by factors like gastrointestinal motility or enzymatic degradation.
On...
513
Structural Classification of Joints01:20

Structural Classification of Joints

3.4K
Joints, also known as articulations, are classified based on their structural characteristics, i.e., based on whether the articulating surfaces of the adjacent bones are directly connected by fibrous connective tissue or cartilage, or whether the articulating surfaces contact each other within a fluid-filled joint cavity. These differences serve to divide the joints of the body into three structural classifications.
A fibrous joint is where the adjacent bones are united by fibrous connective...
3.4K
Multicompartment Models: Overview01:14

Multicompartment Models: Overview

145
Multicompartment models are mathematical constructs that depict how drugs are distributed and eliminated within the body. They segment the body into several compartments, symbolizing various physiological or anatomical areas connected through drug transfer processes such as absorption, metabolism, distribution, and elimination.
These models offer a more comprehensive representation of drug behavior in the body than one-compartment models. They accommodate the complexity of drug distribution,...
145
Mechanistic Models: Compartment Models in Individual and Population Analysis01:23

Mechanistic Models: Compartment Models in Individual and Population Analysis

43
Mechanistic models are utilized in individual analysis using single-source data, but imperfections arise due to data collection errors, preventing perfect prediction of observed data. The mathematical equation involves known values (Xi), observed concentrations (Ci), measurement errors (εi), model parameters (ϕj), and the related function (ƒi) for i number of values. Different least-squares metrics quantify differences between predicted and observed values. The ordinary least...
43
Routh-Hurwitz Criterion I01:15

Routh-Hurwitz Criterion I

246
Consider an electrical power grid, where stability is essential to prevent blackouts. The Routh-Hurwitz criterion is a valuable tool for assessing system stability under varying load conditions or faults. By analyzing the closed-loop transfer function, the Routh-Hurwitz criterion helps determine whether the system remains stable.
To apply the Routh-Hurwitz criterion, a Routh table is constructed. The table's rows are labeled with powers of the complex frequency variable s, starting from the...
246
Structuralism01:26

Structuralism

639
Structuralism, an early psychological theory developed by Wilhelm Wundt and his student Edward Bradford Titchener, sought to dissect the human mind into its most fundamental components. Wundt's groundbreaking work in his laboratory set the stage for Titchener to define structuralism's goal as cataloging the "atoms" of the mind—sensations, images, and feelings—akin to how chemists identify elements of matter.
Titchener's approach to structuralism was unique. He...
639

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Extending Hilbert-Schmidt Independence Criterion for Testing Conditional Independence.

Entropy (Basel, Switzerland)·2023
Same author

Efficient Proximal Gradient Algorithms for Joint Graphical Lasso.

Entropy (Basel, Switzerland)·2021
查看所有相关文章
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关实验视频

Updated: Jul 5, 2025

O-cresol Concentration Online Measurement Based On Near Infrared Spectroscopy Via Partial Least Square Regression
06:50

O-cresol Concentration Online Measurement Based On Near Infrared Spectroscopy Via Partial Least Square Regression

Published on: November 8, 2019

6.6K

在多维IRT模型中估计一个简单的结构,使用结构规范化.

Ryosuke Shimmura1, Joe Suzuki1

  • 1Graduate School of Engineer Science, Osaka University, Toyonaka 560-0043, Japan.

Entropy (Basel, Switzerland)
|January 22, 2024
PubMed
概括

我们开发了一种用于多维物品响应理论模型的新方法,该方法简化了潜在特征估计. 这种方法提高了可解释性和项目聚类,优于现有的L1惩罚方法,特别是在数据有限的情况下.

科学领域:

  • 心理测量 心理测量 心理测量
  • 统计建模 统计建模
  • 教育测量的教育测量.

背景情况:

  • 多维物品响应理论 (MIRT) 模型是复杂的.
  • 现有的方法可能难以解释,并且可能在小样本大小的情况下扎.
  • 需要更简单,更易于解释的MIRT估计技术.

研究的目的:

  • 在MIRT中开发一种用于估计简单结构矩阵的新方法.
  • 为了提高MIRT中潜在特征的解释性.
  • 为了实现基于潜伏特征的测试项目的有效集群.

主要方法:

  • 使用基于产品的弹性净 (prenet) 罚款,根据因素分析进行了调整.
  • 使用随机EM算法,近似梯度方法和坐标下降的组合进行优化.
  • 开发一种方法,使每个测试项对应于单个潜在特征.

主要成果:

  • 拟议的方法通过将单个潜伏特征分配给测试项目,从而产生易于解释的结果.
  • 根据相应的潜伏特征实现了对测试项的有效聚类.
  • 数字实验与现有的L1惩罚方法相比显示出更高的性能,特别是在少量测试对象的情况下.
关键词:
拉索 (Lasso) 是一个拉索.在预网处罚处罚.简单的结构结构简单的结构.随机的EM算法 随机的EM算法

更多相关视频

Development of an Individual-Tree Basal Area Increment Model using a Linear Mixed-Effects Approach
04:35

Development of an Individual-Tree Basal Area Increment Model using a Linear Mixed-Effects Approach

Published on: July 3, 2020

3.4K
A Psychophysics Paradigm for the Collection and Analysis of Similarity Judgments
08:12

A Psychophysics Paradigm for the Collection and Analysis of Similarity Judgments

Published on: March 1, 2022

2.5K

相关实验视频

Last Updated: Jul 5, 2025

O-cresol Concentration Online Measurement Based On Near Infrared Spectroscopy Via Partial Least Square Regression
06:50

O-cresol Concentration Online Measurement Based On Near Infrared Spectroscopy Via Partial Least Square Regression

Published on: November 8, 2019

6.6K
Development of an Individual-Tree Basal Area Increment Model using a Linear Mixed-Effects Approach
04:35

Development of an Individual-Tree Basal Area Increment Model using a Linear Mixed-Effects Approach

Published on: July 3, 2020

3.4K
A Psychophysics Paradigm for the Collection and Analysis of Similarity Judgments
08:12

A Psychophysics Paradigm for the Collection and Analysis of Similarity Judgments

Published on: March 1, 2022

2.5K

结论:

  • 预网罚款为在MIRT中估计简单结构矩阵提供了一种有效的方法.
  • 该方法提供了增强的解释性和项目聚类能力.
  • 这种技术在样本规模有限的场景中特别有利,为现有的L1惩罚方法提供了强大的替代方案.