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所在平台: Udemy |
课程主页: https://www.udemy.com/course/structural-equation-modeling-path-analysis-using-ibm-amos/
课程评论：没有评论
课程名称：使用IBM AMOS进行结构方程建模与路径分析 课程概要：结构方程建模（SEM）是一种第二代多变量技术，广泛应用于复杂的商业和社会研究模型。SEM在行为研究中特别重要，因为涉及的变量通常是潜在的。该课程主要介绍协方差基础的结构方程建模（CB-SEM），该方法用于确认或拒绝假设，即多变量之间的一组系统性关系，可以通过实证测试。AMOS（时刻结构分析）是CB-SEM中最流行且用户友好的软件包，它使研究人员能够同时分析多个指标构造之间的相互关系。AMOS由IBM拥有，与SPSS紧密结合，因此也被官方称为IBM SPSS AMOS。此外，SmartPLS 4还提供了基于CB-SEM进行模型分析的功能。 本课程为CB-SEM和路径分析提供逐步指南，使用IBM AMOS和SmartPLS 4进行教学。无论您是研究人员、数据分析师还是学生，本课程都将使您具备进行复杂统计分析和自信解读结果的技能。课程结束时，您将能够使用AMOS和SmartPLS构建、测试和完善模型，熟练掌握SEM和路径分析。 课程优势： - 精通协方差基础的结构方程建模（CB-SEM）和路径分析，提升学术研究竞争力。 - 为在顶级商业期刊发表成功学术论文做好准备。 - 快速清晰地学习复杂的统计分析，提升您的研究影响力。 - 同时发展理论理解和数据分析的实践技能。 - 把握SEM和路径分析专长需求高的优秀职业机会。 课程内容： - CB-SEM相关的基本概念 - 使用SPSS/AMOS/SmartPLS进行数据分析 - CFA/测量模型分析 - 结构模型分析/假设检验 - 中介/调节分析 - AMOS中的高级问题 - APA风格的解释 - 实际练习及解决方案 - 小技巧和更多内容 心动不如行动，立即报名参加课程吧！ 感谢与问候， Shahedul Hasan 研究助理与独立研究者 达卡大学BBA与MBA 东三角大学前讲师 Instructory与Udemy数据分析讲师 Upwork顶级自由职业者 《虚拟经济与跨国营销期刊》编辑审稿委员会成员 《全球创业、创新与领导力期刊》编辑 《合作与体验教育研究杂志》编辑助理
Structural Equation Modeling (SEM), a second-generation multivariate technique, has become a widely used technique for examining complex business and social research models. SEM is expressly considered prominent in behavioral studies where the variables are latent. There are two types of SEM where covariance-based SEM (CB-SEM) is primarily used to confirm (or reject) theories (i.e., a set of systematic relationships between multiple variables that can be tested empirically).The most popular and user-friendly software package for CB-SEM is AMOS (Analysis of Moments Structures), which enables researchers to analyze the inter-relationships among constructs having multiple indicators in a model, where the inter-relationships are estimated simultaneously. AMOS is also owned by IBM, and the software is intertwined with SPSS; hence, it's also officially known as IBM SPSS AMOS. Moreover, SmartPLS 4 also offers the facility for analyzing models based on CB-SEM.This course provides a step-by-step guide to CB-SEM and Path Analysis using IBM AMOS and SmartPLS 4. Whether you're a researcher, data analyst, or student, this course will equip you with the skills to perform complex statistical analyses and interpret results confidently. By the end of this course, you'll be able to build, test, and refine models using AMOS and SmartPLS, being proficient in SEM and Path Analysis.Why this Course:Master Covariance-based Structural Equation Modeling (CB-SEM) and Path Analysis with IBM AMOS to gain a competitive edge in academic research.Equip yourself with the tools for successful scholarly publications in top-tier business journals.Learn complex statistical analyses quickly and clearly, enhancing your research impact.Develop both theoretical understanding and practical skills for data analysis.Seize excellent career opportunities in a market with high demand for SEM and Path Analysis expertise.Course Contents:Fundamental concepts related to CB-SEM.Data analysis using SPSS/AMOS/SmartPLS.CFA/Measurement model analysis.Structural model analysis/Hypothesis testing.Mediator/Moderator analysis.Advanced issues in AMOS.Explanation in APA style.Real exercise and solution.Tips and tricks and many more.What are you waiting for? Enroll now and enjoy:Thanks and RegardsShahedul HasanResearch Assistant & Independent Researcher.BBA & MBA, University of Dhaka.Ex-Lecturer, East Delta University.Data Analysis Instructor, Instructory and Udemy.Top Rated Freelancer, Upwork.Editorial Review Board Member, Virtual Economics & Transnational Marketing Journal.Editor, Global Journal of Entrepreneurship, Innovation and Leadership.Editorial Assistant, Journal for the Study of Cooperative and Experiential Education.
