Channel Title: My Easy Statistics Channel Description: Welcome to my YouTube channel dedicated to Data Science and Business Analytics! As an experienced Data Scientist, I am passionate about sharing my knowledge and expertise with you. On this channel, you will find a treasure trove of educational videos covering a wide range of topics in the field of data analysis and statistical techniques. Explore my videos on various statistical methods, including exploratory factor analysis, cluster analysis, logistic regression, structural equation modeling, and more. Learn how to analyze and interpret data using popular software tools like SPSS and Amos. Thank you for visiting my YouTube channel, and I look forward to helping you master the art of data analysis and make data-driven decisions with confidence! If you are interested in Data Analysis or online Statistical training. Please, contact me. My phone numbers +91 8555041411 what's App +91 9849676109 . Email Id: gnsatishkumar@gmail.com, myeasystatistics@gmail.com <video> Homoscedasticity in Regression Analysis Using Breusch-Pagan Test in SPSS Description: Homoscedasticity in Regression Analysis Using Breusch-Pagan Test in SPSS 📊 Welcome to Easy Statistics! 🎉 In this video, we'll dive into the crucial concept of homoscedasticity in regression analysis and how to test it using the Breusch-Pagan test in SPSS. Homoscedasticity ensures that the variance of errors is constant across all levels of independent variables, a key assumption for accurate regression results. 🌟 📌 What You'll Learn: The importance of homoscedasticity in regression analysis Step-by-step guide to performing the Breusch-Pagan test in SPSS How to interpret the results and ensure your data meets the homoscedasticity assumption 👨‍🏫 Steps Covered: Introduction to homoscedasticity Setting up and running a linear regression in SPSS Visualizing residuals to check for patterns Conducting the Breusch-Pagan test to confirm homoscedasticity Interpreting the output and making data-driven decisions 🔍 Key Takeaways: Understanding the significance of homoscedasticity in regression Mastering the Breusch-Pagan test for robust data analysis Enhancing the credibility of your research findings 📢 Subscribe for More: If you found this video helpful, please like, share, and subscribe to Easy Statistics! 🔔 Stay updated with the latest in data analysis techniques, research tips, and statistical insights. Have questions or need personalized training? Contact me via email or WhatsApp. Let's make statistics easy and accessible for everyone! 📧 Contact Me: Email: gnsatishkumar@gmail.com WhatsApp: +91 9849676109 #Homoscedasticity #RegressionAnalysis #BreuschPaganTest #SPSS #DataAnalysis #Statistics #easystatistics If you are interested in learning online course on SEM (Structural Equation Modeling) with Amos. Please, check the following link https://myeasystatistics.graphy.com this course covers 15 captivating topics! Enjoy lifetime access to the course videos, practice materials, and you can Elevate your statistical skills to high levels. Please, subscribe the channel, Like and share the video with the other researchers. Contact me for Data Analysis and Training @ gnsatishkumar@gmail.com What's App +91 9849676109 or +91 8555041411 #DATAANALYTICS #DATASCIENCE #PREDICTIVEANALYTICS #MultivariateAnalysis List of my other videos which you may be Interested: Henry Garrett Ranking Method with an Example https://www.youtube.com/watch?v=ZyPjk... Multiple Response Analysis using SPSS Statistics https://www.youtube.com/watch?v=JhzaF... Exploratory Factor Analysis using SPSS https://www.youtube.com/watch?v=Ahrza... Cronbach's alpha Reliability test using SPSS https://www.youtube.com/watch?v=AE5-I... Cronbach's alpha Reliability test using PSPP https://www.youtube.com/watch?v=8i9K5... Factor Analysis using PSPP software: https://www.youtube.com/watch?v=sGn2s... Non Parametric test - Run test using PSPP. https://www.youtube.com/watch?v=qjcU9... Non-parametric test -Chi-Square test using PSPP software https://www.youtube.com/watch?v=6CwEp... Mann Whitney U test in SPSS https://www.youtube.com/watch?v=fRDun... Wilcoxon Signed rank test in SPSS https://www.youtube.com/watch?v=D2Fvs... Kolmogorov – Smirnov two independent samples test in SPSS https://www.youtube.com/watch?v=wJinV... Friedman test using SPSS https://www.youtube.com/watch?v=AxAhA... Kruskal Wallis Test is a non-parametric test for independent variables https://www.youtube.com/watch?v=L7F07... McNemar's test is a statistical test used on paired nominal data. https://www.youtube.com/watch?v=viuMT... Visual Binning in SPSS : https://www.youtube.com/watch?v=WHuXy... Structural Equation Modeling using SPSS Amos Introduction Part1: https://www.youtube.com/watch?v=-7iSZ... Structural Equation Modeling using Amos Introduction Part1: https://www.youtube.com/watch?v=fwrp0... Structural Equation Modelling using Amos Software- part 2 https://www.youtube.com/watch?v=7ruzz... Structural Equation Modeling using Amos software - part 3: https://www.youtube.com/watch?v=8jfjs... Measurement of goodness of model fit https://www.youtube.com/watch?v=nFml5... Structural Equation Modeling using AMOS Part 5: Model Modification https://www.youtube.com/watch?v=TaFhz... Structural Equation Modeling using SPSS Amos part 6: Factor Analysis https://www.youtube.com/watch?v=LATRt... Introduction to SPSS AMOS- Basic of AMOS Graphics https://www.youtube.com/watch?v=yO2yB... SEM using SPSS Amos Part 7A Multi Group Analysis https://www.youtube.com/watch?v=FT63T... SEM using Amos Part 7B Critical ratio differences https://www.youtube.com/watch?v=BmPHG... SEM using Amos -Multi group Analysis - 3 Model Comparison https://www.youtube.com/watch?v=9v6XE... Structural equation Modeling using Amos part 8 - Multiple model Analysis https://www.youtube.com/watch?v=wJgI-... </video> <video> Z Score #shortsvideo #shortvideo #shortsviral #shortsfeed #shorts #short Description: Z Score #shortsvideo #shortvideo #shortsviral #shortsfeed #shorts #short Master the concept of Z Scores in just under a minute! Whether you're a student, researcher, or data enthusiast, understanding Z Scores is essential for comparing data points across different distributions. This quick guide will explain what Z Scores are, how to calculate them, and why they're important in statistics. Perfect for anyone looking to grasp fundamental statistical concepts quickly and easily. Don't forget to like, comment, and subscribe for more short, insightful statistics tutorials! Search Keywords: Z Scores, Z Scores explained, understanding Z Scores, how to calculate Z Scores, importance of Z Scores, Z Scores in statistics, Z Scores tutorial, Z Scores example, interpreting Z Scores, standard score, normal distribution and Z Scores, quick guide to Z Scores, Z Scores YouTube short, statistics made easy, learn Z Scores fast, Z Scores for beginners, data analysis Z Scores, concise stats tutorials, statistical concepts explained, standardizing data with Z Scores </video> <video> Adjusted R Square #shortsvideo #shortvideo #shortsviral #shortsfeed #shorts #short Description: Adjusted R Square #shortsvideo #shortvideo #shortsviral #shortsfeed #shorts #shortDemystify Adjusted R-Square in just under a minute! If you're involved in regression analysis or data science, understanding Adjusted R-Square is crucial. This quick guide will explain what Adjusted R-Square is, how it differs from R-Square, and why it's important for evaluating the goodness of fit in your models while accounting for the number of predictors. Perfect for students, researchers, and data enthusiasts. Don't forget to like, comment, and subscribe for more short, insightful statistics tutorials! Search Keywords: Adjusted R-Square, Adjusted R-Square explained, understanding Adjusted R-Square, calculating Adjusted R-Square, importance of Adjusted R-Square, Adjusted R-Square in regression analysis, regression analysis Adjusted R-Square, Adjusted R-Square tutorial, Adjusted R-Square example, interpreting Adjusted R-Square, goodness of fit Adjusted R-Square, R-Square vs Adjusted R-Square, Adjusted R-Square quick guide, Adjusted R-Square YouTube short, statistics made easy, learn Adjusted R-Square fast, Adjusted R-Square for beginners, data analysis Adjusted R-Square, concise stats tutorials, statistical concepts explained, Adjusted R-Square in data science </video> <video> Split half Reliability #shortsvideo #shortvideo #shortsviral #shortsfeed #shorts #short Description: Split half Reliability #shortsvideo #shortvideo #shortsviral #shortsfeed #shorts #short Unlock the concept of Split Half Reliability in just under a minute! If you're in psychology, education, or any field requiring reliable measurements, understanding split half reliability is essential. This quick guide will explain what split half reliability is, how it’s calculated, and why it’s important for assessing the consistency of a test. Perfect for students, researchers, and data enthusiasts. Don't forget to like, comment, and subscribe for more short, insightful statistics tutorials! Search Keywords: Split half reliability, split half reliability explained, understanding split half reliability, split half reliability calculation, importance of split half reliability, split half reliability in psychology, split half reliability tutorial, split half reliability example, test consistency, reliability analysis, quick guide to split half reliability, split half reliability YouTube short, statistics made easy, learn split half reliability fast, split half reliability for beginners, data analysis reliability, concise stats tutorials, split half reliability in education, statistical concepts explained, measurement consistency </video> <video> Cohen's d #shortsvideo #shortvideo #shortsviral #shortsfeed #shorts #short Description: Cohen's d #shortsvideo #shortvideo #shortsviral #shortsfeed #shorts #short Discover the essentials of Cohen's d in just under a minute! If you're studying psychology, education, or any field involving data analysis, Cohen's d is a vital statistic for measuring effect size. This quick guide will explain what Cohen's d is, how to calculate it, and why it's crucial for interpreting the practical significance of your results. Perfect for students, researchers, and data enthusiasts. Don't forget to like, comment, and subscribe for more concise and informative statistics tutorials! Search Keywords: Cohen's d, Cohen's d explained, understanding Cohen's d, Cohen's d calculation, importance of Cohen's d, effect size in statistics, Cohen's d tutorial, Cohen's d example, practical significance Cohen's d, interpreting effect size, psychology statistics Cohen's d, education research Cohen's d, quick guide to Cohen's d, statistics made easy, learn Cohen's d fast, Cohen's d for beginners, data analysis effect size, concise stats tutorials, Cohen's d YouTube short, statistical concepts explained </video> <video> Structural Equation Modeling using Amos | Part 4: Structural Equation Model Identification Description: Structural Equation Modeling using Amos | Part 4: Structural Equation Model Identification Welcome to Part 4 of our comprehensive Amos tutorial series on Structural Equation Modeling! In this episode, we dive into the crucial topic of Model Identification—a key step to mastering SEM and ensuring that your models are accurate and interpretable. Whether you're a beginner or looking to refine your skills, this video will walk you through the essentials of model identification, explaining important concepts in a simple and clear way. By the end, you'll have the confidence to tackle SEM challenges with ease! Hit that play button, and take your Amos skills to the next level! Don't forget to like, share, and subscribe to stay updated with more practical and easy-to-understand SEM tutorials! #AMOS #StructuralEquationModeling #SEM #DataAnalysis #ModelingWithAmos #StatisticsForBeginners #EducationalResearch #MyEasyStatistics Please, subscribe the channel, Like and share the video with the other researchers. Contact me for Data Analysis and Training @ gnsatishkumar@gmail.com What's App +91 9849676109 or +91 8555041411 #DATAANALYTICS #DATASCIENCE #PREDICTIVEANALYTICS #MultivariateAnalysis List of my other videos which you may be Interested: Henry Garrett Ranking Method with an Example https://www.youtube.com/watch?v=ZyPjk... Multiple Response Analysis using SPSS Statistics https://www.youtube.com/watch?v=JhzaF... Exploratory Factor Analysis using SPSS https://www.youtube.com/watch?v=Ahrza... Cronbach's alpha Reliability test using SPSS https://www.youtube.com/watch?v=AE5-I... Cronbach's alpha Reliability test using PSPP https://www.youtube.com/watch?v=8i9K5... Factor Analysis using PSPP software: https://www.youtube.com/watch?v=sGn2s... Non Parametric test - Run test using PSPP. https://www.youtube.com/watch?v=qjcU9... Non-parametric test -Chi-Square test using PSPP software https://www.youtube.com/watch?v=6CwEp... Mann Whitney U test in SPSS https://www.youtube.com/watch?v=fRDun... Wilcoxon Signed rank test in SPSS https://www.youtube.com/watch?v=D2Fvs... Kolmogorov – Smirnov two independent samples test in SPSS https://www.youtube.com/watch?v=wJinV... Friedman test using SPSS https://www.youtube.com/watch?v=AxAhA... Kruskal Wallis Test is a non-parametric test for independent variables https://www.youtube.com/watch?v=L7F07... McNemar's test is a statistical test used on paired nominal data. https://www.youtube.com/watch?v=viuMT... Visual Binning in SPSS : https://www.youtube.com/watch?v=WHuXy... Structural Equation Modeling using SPSS Amos Introduction Part1: https://www.youtube.com/watch?v=-7iSZ... Structural Equation Modeling using Amos Introduction Part1: https://www.youtube.com/watch?v=fwrp0... Structural Equation Modelling using Amos Software- part 2 https://www.youtube.com/watch?v=7ruzz... Structural Equation Modeling using Amos software - part 3: https://www.youtube.com/watch?v=8jfjs... Measurement of goodness of model fit https://www.youtube.com/watch?v=nFml5... Structural Equation Modeling using AMOS Part 5: Model Modification https://www.youtube.com/watch?v=TaFhz... Structural Equation Modeling using SPSS Amos part 6: Factor Analysis https://www.youtube.com/watch?v=LATRt... Introduction to SPSS AMOS- Basic of AMOS Graphics https://www.youtube.com/watch?v=yO2yB... SEM using SPSS Amos Part 7A Multi Group Analysis https://www.youtube.com/watch?v=FT63T... SEM using Amos Part 7B Critical ratio differences https://www.youtube.com/watch?v=BmPHG... SEM using Amos -Multi group Analysis - 3 Model Comparison https://www.youtube.com/watch?v=9v6XE... Structural equation Modeling using Amos part 8 - Multiple model Analysis https://www.youtube.com/watch?v=wJgI-... </video> <video> Standardized Residual #shortsvideo #shortvideo #shortsviral #shortsfeed #shorts #short Description: Standardized Residual #shortsvideo #shortvideo #shortsviral #shortsfeed #shorts #short Learn about Standardized Residuals in just under a minute! If you're working with regression analysis or any form of predictive modeling, understanding standardized residuals is crucial. This quick guide will explain what standardized residuals are, how to calculate them, and why they’re important for diagnosing and improving your models. Perfect for students, researchers, and data enthusiasts. Don't forget to like, comment, and subscribe for more short, insightful statistics tutorials! Search Keywords: Standardized Residual, standardized residuals explained, understanding standardized residuals, calculating standardized residuals, importance of standardized residuals, standardized residuals in regression, regression analysis standardized residuals, standardized residuals tutorial, standardized residuals example, interpreting standardized residuals, diagnosing regression models, predictive modeling residuals, quick guide to standardized residuals, standardized residuals YouTube short, statistics made easy, learn standardized residuals fast, standardized residuals for beginners, data analysis standardized residuals, concise stats tutorials, statistical concepts explained </video> <video> How to do Bootstrapping for Non-Normal Data in SPSS Amos? Description: How to do Bootstrapping for Non-Normal Data in SPSS Amos? Hello and welcome to My Easy Statistics! In this video, I will guide you through the process of using bootstrapping for non-normal data in SPSS Amos. Bootstrapping is a powerful technique, especially useful when your data do not meet the normality assumption. Links for Univariate and Multivariate Normality test for SEM Model using SPSS Amos : https://www.youtube.com/watch?v=DteETP1DqGQ Video content: Introduction Importance of checking normality in SPSS Amos Link to check normality (Univariate & Multivariate) Introduction to Bootstrapping Setting up Bootstrapping in SPSS Amos Bootstrapping with a sample size of 5000 Interpreting the Bootstrapping Output Example 1: Model fits with p-value greater than 0.05 Example 2: Model does not fit with p-value less than 0.05 Conclusion and key takeaways Key Points Covered: • The significance of bootstrapping for non-normal data. • Step-by-step instructions on setting up bootstrapping in SPSS Amos. • How to interpret the output of bootstrapping. • Examples illustrating both adequate and inadequate model fit. If you found this video helpful, please like, share, and subscribe to My Easy Statistics for more insightful tutorials. Feel free to reach out to me for data analysis and training through email or WhatsApp. If you are interested in learning online course on SEM (Structural Equation Modeling) with Amos. Please, check the following link https://myeasystatistics.graphy.com this course covers 15 captivating topics! Enjoy lifetime access to the course videos, practice materials, and you can Elevate your statistical skills to high levels. Please, subscribe the channel, Like and share the video with the other researchers. Contact me for Data Analysis and Training @ gnsatishkumar@gmail.com What's App +91 9849676109 or +91 8555041411 #DATAANALYTICS #DATASCIENCE #PREDICTIVEANALYTICS #MultivariateAnalysis List of my other videos which you may be Interested: Henry Garrett Ranking Method with an Example https://www.youtube.com/watch?v=ZyPjk... Multiple Response Analysis using SPSS Statistics https://www.youtube.com/watch?v=JhzaF... Exploratory Factor Analysis using SPSS https://www.youtube.com/watch?v=Ahrza... Cronbach's alpha Reliability test using SPSS https://www.youtube.com/watch?v=AE5-I... Cronbach's alpha Reliability test using PSPP https://www.youtube.com/watch?v=8i9K5... Factor Analysis using PSPP software: https://www.youtube.com/watch?v=sGn2s... Non Parametric test - Run test using PSPP. https://www.youtube.com/watch?v=qjcU9... Non-parametric test -Chi-Square test using PSPP software https://www.youtube.com/watch?v=6CwEp... Mann Whitney U test in SPSS https://www.youtube.com/watch?v=fRDun... Wilcoxon Signed rank test in SPSS https://www.youtube.com/watch?v=D2Fvs... Kolmogorov – Smirnov two independent samples test in SPSS https://www.youtube.com/watch?v=wJinV... Friedman test using SPSS https://www.youtube.com/watch?v=AxAhA... Kruskal Wallis Test is a non-parametric test for independent variables https://www.youtube.com/watch?v=L7F07... McNemar's test is a statistical test used on paired nominal data. https://www.youtube.com/watch?v=viuMT... Visual Binning in SPSS : https://www.youtube.com/watch?v=WHuXy... Structural Equation Modeling using SPSS Amos Introduction Part1: https://www.youtube.com/watch?v=-7iSZ... Structural Equation Modeling using Amos Introduction Part1: https://www.youtube.com/watch?v=fwrp0... Structural Equation Modelling using Amos Software- part 2 https://www.youtube.com/watch?v=7ruzz... Structural Equation Modeling using Amos software - part 3: https://www.youtube.com/watch?v=8jfjs... Measurement of goodness of model fit https://www.youtube.com/watch?v=nFml5... Structural Equation Modeling using AMOS Part 5: Model Modification https://www.youtube.com/watch?v=TaFhz... Structural Equation Modeling using SPSS Amos part 6: Factor Analysis https://www.youtube.com/watch?v=LATRt... Introduction to SPSS AMOS- Basic of AMOS Graphics https://www.youtube.com/watch?v=yO2yB... SEM using SPSS Amos Part 7A Multi Group Analysis https://www.youtube.com/watch?v=FT63T... SEM using Amos Part 7B Critical ratio differences https://www.youtube.com/watch?v=BmPHG... SEM using Amos -Multi group Analysis - 3 Model Comparison https://www.youtube.com/watch?v=9v6XE... Structural equation Modeling using Amos part 8 - Multiple model Analysis https://www.youtube.com/watch?v=wJgI-... </video> <video> Structural Equation Modeling Using SPSS Amos - Part 2: Navigating the Graphical Interface Description: Structural Equation Modeling Using SPSS Amos - Part 2: Navigating the Graphical Interface Welcome to My Easy Statistics! In this video, we dive into the second part of our series on Structural Equation Modeling (SEM) using SPSS Amos. This tutorial is designed to help research scholars and data enthusiasts navigate the graphical interface of SPSS Amos effectively. What You'll Learn: Introduction to SPSS Amos Interface: Explore the main components, including menus, toolbars, and windows. Importing and Managing Data: Learn how to add data files, including SPSS, Excel, CSV, and text files, into Amos. Working with Observed Variables: Understand how to manipulate observed variables such as experience, education, and sales. Drawing Path and Covariance Arrows: Discover the differences between single-headed path arrows for impact analysis and double-headed arrows for covariance relationships. Customizing the Layout: Adjust the layout dimensions and align your model perfectly within the workspace. Saving Your Work: Learn how to save your Amos diagrams efficiently. This video is perfect for research scholars looking to enhance their understanding of SEM and the practical use of SPSS Amos. Whether you're new to SEM or seeking a refresher, this step-by-step guide will help you build and analyze models with ease. Don't forget to like, share, and subscribe to our channel for more insightful tutorials. For data analysis and training inquiries, feel free to contact us via email or WhatsApp. Please, subscribe the channel, Like and share the video with the other researchers. Contact me for Data Analysis and Training @ gnsatishkumar@gmail.com What's App +91 9849676109 or +91 8555041411 #DATAANALYTICS #DATASCIENCE #PREDICTIVEANALYTICS #MultivariateAnalysis List of my other videos which you may be Interested: Henry Garrett Ranking Method with an Example https://www.youtube.com/watch?v=ZyPjk... Multiple Response Analysis using SPSS Statistics https://www.youtube.com/watch?v=JhzaF... Exploratory Factor Analysis using SPSS https://www.youtube.com/watch?v=Ahrza... Cronbach's alpha Reliability test using SPSS https://www.youtube.com/watch?v=AE5-I... Cronbach's alpha Reliability test using PSPP https://www.youtube.com/watch?v=8i9K5... Factor Analysis using PSPP software: https://www.youtube.com/watch?v=sGn2s... Non Parametric test - Run test using PSPP. https://www.youtube.com/watch?v=qjcU9... Non-parametric test -Chi-Square test using PSPP software https://www.youtube.com/watch?v=6CwEp... Mann Whitney U test in SPSS https://www.youtube.com/watch?v=fRDun... Wilcoxon Signed rank test in SPSS https://www.youtube.com/watch?v=D2Fvs... Kolmogorov – Smirnov two independent samples test in SPSS https://www.youtube.com/watch?v=wJinV... Friedman test using SPSS https://www.youtube.com/watch?v=AxAhA... Kruskal Wallis Test is a non-parametric test for independent variables https://www.youtube.com/watch?v=L7F07... McNemar's test is a statistical test used on paired nominal data. https://www.youtube.com/watch?v=viuMT... Visual Binning in SPSS : https://www.youtube.com/watch?v=WHuXy... Structural Equation Modeling using SPSS Amos Introduction Part1: https://www.youtube.com/watch?v=-7iSZ... Structural Equation Modeling using Amos Introduction Part1: https://www.youtube.com/watch?v=fwrp0... Structural Equation Modelling using Amos Software- part 2 https://www.youtube.com/watch?v=7ruzz... Structural Equation Modeling using Amos software - part 3: https://www.youtube.com/watch?v=8jfjs... Measurement of goodness of model fit https://www.youtube.com/watch?v=nFml5... Structural Equation Modeling using AMOS Part 5: Model Modification https://www.youtube.com/watch?v=TaFhz... Structural Equation Modeling using SPSS Amos part 6: Factor Analysis https://www.youtube.com/watch?v=LATRt... Introduction to SPSS AMOS- Basic of AMOS Graphics https://www.youtube.com/watch?v=yO2yB... SEM using SPSS Amos Part 7A Multi Group Analysis https://www.youtube.com/watch?v=FT63T... SEM using Amos Part 7B Critical ratio differences https://www.youtube.com/watch?v=BmPHG... SEM using Amos -Multi group Analysis - 3 Model Comparison https://www.youtube.com/watch?v=9v6XE... Structural equation Modeling using Amos part 8 - Multiple model Analysis https://www.youtube.com/watch?v=wJgI-... </video> <video> What are Latent Variables? #shortsvideo #shortvideo #shortsviral #shortsfeed #shorts #short Description: What are Latent Variables? #shortsvideo #shortvideo #shortsviral #shortsfeed #shorts #short Discover the concept of Latent Variables in just under a minute! If you're diving into psychology, social sciences, or any field involving complex data analysis, understanding latent variables is essential. This quick guide will explain what latent variables are, how they differ from manifest variables, and their significance in statistical modeling. Perfect for students, researchers, and data enthusiasts. Don't forget to like, comment, and subscribe for more short, insightful statistics tutorials! Search Keywords: Latent variables, latent variables explained, understanding latent variables, latent vs manifest variables, importance of latent variables, latent variables in statistics, statistical modeling latent variables, latent variables tutorial, latent variables example, interpreting latent variables, identifying latent variables, quick guide to latent variables, latent variables YouTube short, statistics made easy, learn latent variables fast, latent variables for beginners, data analysis latent variables, concise stats tutorials, statistical concepts explained, latent variables in psychology, latent variables in social sciences </video> <video> Structural Equation Modeling using SPSS Amos Part 3: Covariance and Estimation Calculations Description: Structural Equation Modeling using SPSS Amos: Covariance & Estimation Calculations (Part 3) In this video, we dive deep into covariance and regression estimation calculations using SPSS Amos. We begin by walking through the basics of linear and multiple regression in SPSS, then proceed to demonstrate how to replicate these analyses in SPSS Amos. Along the way, we explain key concepts such as R-squared values, unstandardized and standardized coefficients, and how to interpret P-values. This video is perfect for anyone looking to enhance their understanding of regression analysis and structural equation modeling (SEM) with real-world examples. Key topics covered: Simple and multiple regression analysis in SPSS Covariance analysis in Amos Comparing results from SPSS and Amos Interpreting coefficients, R-squared, P-values, and more Whether you’re a beginner or an experienced researcher, this video will help you master the fundamentals of regression analysis and SEM. Don't forget to like, share, and subscribe for more statistics tutorials! For personalized training or data analysis assistance, feel free to contact me via email gnsatishkumar@gmail.com or WhatsApp +.91 9849676109 or +91 8555041411 Please, subscribe the channel, Like and share the video with the other researchers. #DATAANALYTICS #DATASCIENCE #PREDICTIVEANALYTICS #MultivariateAnalysis List of my other videos which you may be Interested: Henry Garrett Ranking Method with an Example https://www.youtube.com/watch?v=ZyPjk... Multiple Response Analysis using SPSS Statistics https://www.youtube.com/watch?v=JhzaF... Exploratory Factor Analysis using SPSS https://www.youtube.com/watch?v=Ahrza... Cronbach's alpha Reliability test using SPSS https://www.youtube.com/watch?v=AE5-I... Cronbach's alpha Reliability test using PSPP https://www.youtube.com/watch?v=8i9K5... Factor Analysis using PSPP software: https://www.youtube.com/watch?v=sGn2s... Non Parametric test - Run test using PSPP. https://www.youtube.com/watch?v=qjcU9... Non-parametric test -Chi-Square test using PSPP software https://www.youtube.com/watch?v=6CwEp... Mann Whitney U test in SPSS https://www.youtube.com/watch?v=fRDun... Wilcoxon Signed rank test in SPSS https://www.youtube.com/watch?v=D2Fvs... Kolmogorov – Smirnov two independent samples test in SPSS https://www.youtube.com/watch?v=wJinV... Friedman test using SPSS https://www.youtube.com/watch?v=AxAhA... Kruskal Wallis Test is a non-parametric test for independent variables https://www.youtube.com/watch?v=L7F07... McNemar's test is a statistical test used on paired nominal data. https://www.youtube.com/watch?v=viuMT... Visual Binning in SPSS : https://www.youtube.com/watch?v=WHuXy... Structural Equation Modeling using SPSS Amos Introduction Part1: https://www.youtube.com/watch?v=-7iSZ... Structural Equation Modeling using Amos Introduction Part1: https://www.youtube.com/watch?v=fwrp0... Structural Equation Modelling using Amos Software- part 2 https://www.youtube.com/watch?v=7ruzz... Structural Equation Modeling using Amos software - part 3: https://www.youtube.com/watch?v=8jfjs... Measurement of goodness of model fit https://www.youtube.com/watch?v=nFml5... Structural Equation Modeling using AMOS Part 5: Model Modification https://www.youtube.com/watch?v=TaFhz... Structural Equation Modeling using SPSS Amos part 6: Factor Analysis https://www.youtube.com/watch?v=LATRt... Introduction to SPSS AMOS- Basic of AMOS Graphics https://www.youtube.com/watch?v=yO2yB... SEM using SPSS Amos Part 7A Multi Group Analysis https://www.youtube.com/watch?v=FT63T... SEM using Amos Part 7B Critical ratio differences https://www.youtube.com/watch?v=BmPHG... SEM using Amos -Multi group Analysis - 3 Model Comparison https://www.youtube.com/watch?v=9v6XE... Structural equation Modeling using Amos part 8 - Multiple model Analysis https://www.youtube.com/watch?v=wJgI-... </video> <video> Suppressor Variables #shortsvideo #shortvideo #shortsviral #shortsfeed #shorts #short Description: Suppressor Variables #shortsvideo #shortvideo #shortsviral #shortsfeed #shorts #short Unlock the mystery of Suppressor Variables in just under a minute! Whether you're working in psychology, social sciences, or data analysis, understanding suppressor variables is key to enhancing your regression models. This quick guide will explain what suppressor variables are, how they function, and why they're important for improving the predictive power of your models. Perfect for students, researchers, and data enthusiasts. Don't forget to like, comment, and subscribe for more short, insightful statistics tutorials! 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Welcome to my YouTube channel dedicated to Data Science and Business Analytics!

As an experienced Data Scientist, I am passionate about sharing my knowledge and expertise with you. On this channel, you will find a treasure trove of educational videos covering a wide range of topics in the field of data analysis and statistical techniques.

Explore my videos on various statistical methods, including exploratory factor analysis, cluster analysis, logistic regression, structural equation modeling, and more. Learn how to analyze and interpret data using popular software tools like SPSS and Amos.

Thank you for visiting my YouTube channel, and I look forward to helping you master the art of data analysis and make data-driven decisions with confidence!
If you are interested in Data Analysis or online Statistical training. Please, contact me.
My phone numbers +91 8555041411 what's App +91 9849676109 . Email Id: gnsatishkumar@gmail.com, myeasystatistics@gmail.com

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