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相关概念视频

Experimental Designs01:16

Experimental Designs

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An experimental design is a systematic process that allows researchers to evaluate the relationship between dependent and independent variables. There are three widely used types of experimental design - pre-experimental design, true experimental design, and quasi-experimental design. In pre-experimental design, the researcher compares the data before and after some interventions or treatments. The true-experimental design has more than one purposefully created group, a commonly measured...
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Modeling in Therapy01:26

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Modeling, a key technique in therapy, uses observational learning to help clients acquire and practice new skills by watching therapists demonstrate desired behaviors. This approach, rooted in Albert Bandura's concept of vicarious learning, plays a significant role in therapeutic interventions for various psychological conditions, including social anxiety, ADHD, and depression.
Participant Modeling
Participant modeling involves therapists demonstrating calm and effective behaviors in...
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Steps in the Modeling Process01:14

Steps in the Modeling Process

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Albert Bandura's theory of observational learning identifies four critical processes: attention, retention, motor reproduction, and reinforcement or motivation.
Attention is the first necessary component for observational learning. It involves focusing on what the model is doing and saying. For example, if you decide to take a drawing class to enhance your skills, you need to pay close attention to the instructor's words and hand movements. The characteristics of the model significantly...
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Modeling and Similitude01:12

Modeling and Similitude

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Scaled modeling is a fundamental technique in engineering, enabling the study of large and complex systems by creating smaller, manageable replicas that recreate critical characteristics of the original. In hydrology and civil infrastructure, for example, scaled models of dams help analyze water flow, turbulence, and pressure. This method allows for accurate predictions of real-world behavior within a controlled environment, significantly reducing the cost and time involved in full-scale...
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Observational Learning01:12

Observational Learning

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Albert Bandura's observational learning, also known as imitation or modeling, occurs when a person observes and imitates another's behavior. It is a quicker process than operant conditioning. A well-known example is the Bobo doll study, where children who saw an adult acting aggressively towards the doll were more likely to act aggressively when left alone, compared to those who observed a nonaggressive adult. Many psychologists view observational learning as a form of latent learning...
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Data Collection by Experiments01:13

Data Collection by Experiments

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Data collection is a systematic method of obtaining, observing, measuring, and analyzing accurate information. An experimental study is a standard method of data collection that involves the manipulation of the samples by applying some form of treatment prior to data collection. It refers to manipulating one variable to determine its changes on another variable. The sample subjected to treatment is known as “experimental units.”
An example of the experimental method is a public...
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Characterization of Complex Systems Using the Design of Experiments Approach: Transient Protein Expression in Tobacco as a Case Study
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像一个实验家那样建模

John M Drake1,2

  • 1Odum School of Ecology, University of Georgia, Athens, Georgia, USA.

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概括
此摘要是机器生成的。

生态和进化建模可以通过将其视为实验来改进. 这种方法通过将模型参数和数据视为实验治疗来增强研究设计,沟通和可信度.

关键词:
实验设计 实验设计模拟建模的模型.教学教育学 在教学教育学.

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科学领域:

  • 生态建模 生态建模
  • 进化生物学是进化的生物学.
  • 科学方法科学方法学

背景情况:

  • 建模是生态和进化研究中的标准工具.
  • 当前的建模实践往往缺乏一个强大的概念框架.

研究的目的:

  • 为科学建模提出一个新的概念框架.
  • 将生态和进化建模作为一种实验形式.

主要方法:

  • 建模实践的概念分析.建模实践的概念分析.
  • 在经验实验和计算建模之间绘制的类比.
  • 在建模中识别治疗,水平和反应.

主要成果:

  • 建模可以像经验实验一样结构化.
  • 参数模式和数据操纵作为实验治疗.
  • 复制模型运行和比较分析揭示了效应和相互作用.

结论:

  • 将建模视为实验,可以提高研究设计的精度.
  • 这一框架提高了沟通的清晰度,并减少了范围的爬行.
  • 采用实验主义思维方式促进研究建模的严谨性,可靠性和可信性.