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My Easy Statistics
India
Registrace 5. 01. 2015
Welcome to my CZcams 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 CZcams 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
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 CZcams 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
How to do Bootstrapping for Non-Normal Data in SPSS Amos?
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 : czcams.com/video/DteETP1DqGQ/video.html
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 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
www.youtube.com/watch?v=ZyPjk...
Multiple Response Analysis using SPSS Statistics
www.youtube.com/watch?v=JhzaF...
Exploratory Factor Analysis using SPSS
www.youtube.com/watch?v=Ahrza...
Cronbach's alpha Reliability test using SPSS
www.youtube.com/watch?v=AE5-I...
Cronbach's alpha Reliability test using PSPP
www.youtube.com/watch?v=8i9K5...
Factor Analysis using PSPP software:
www.youtube.com/watch?v=sGn2s...
Non Parametric test - Run test using PSPP.
www.youtube.com/watch?v=qjcU9...
Non-parametric test -Chi-Square test using PSPP software
www.youtube.com/watch?v=6CwEp...
Mann Whitney U test in SPSS
www.youtube.com/watch?v=fRDun...
Wilcoxon Signed rank test in SPSS
www.youtube.com/watch?v=D2Fvs...
Kolmogorov - Smirnov two independent samples test in SPSS
www.youtube.com/watch?v=wJinV...
Friedman test using SPSS
www.youtube.com/watch?v=AxAhA...
Kruskal Wallis Test is a non-parametric test for independent variables
www.youtube.com/watch?v=L7F07...
McNemar's test is a statistical test used on paired nominal data.
www.youtube.com/watch?v=viuMT...
Visual Binning in SPSS :
www.youtube.com/watch?v=WHuXy...
Structural Equation Modeling using SPSS Amos Introduction Part1:
www.youtube.com/watch?v=-7iSZ...
Structural Equation Modeling using Amos Introduction Part1:
www.youtube.com/watch?v=fwrp0...
Structural Equation Modelling using Amos Software- part 2
www.youtube.com/watch?v=7ruzz...
Structural Equation Modeling using Amos software - part 3:
www.youtube.com/watch?v=8jfjs...
Measurement of goodness of model fit
www.youtube.com/watch?v=nFml5...
Structural Equation Modeling using AMOS Part 5: Model Modification
www.youtube.com/watch?v=TaFhz...
Structural Equation Modeling using SPSS Amos part 6: Factor Analysis
www.youtube.com/watch?v=LATRt...
Introduction to SPSS AMOS- Basic of AMOS Graphics
www.youtube.com/watch?v=yO2yB...
SEM using SPSS Amos Part 7A Multi Group Analysis
www.youtube.com/watch?v=FT63T...
SEM using Amos Part 7B Critical ratio differences
www.youtube.com/watch?v=BmPHG...
SEM using Amos -Multi group Analysis - 3 Model Comparison
www.youtube.com/watch?v=9v6XE...
Structural equation Modeling using Amos part 8 - Multiple model Analysis
www.youtube.com/watch?v=wJgI-...
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 : czcams.com/video/DteETP1DqGQ/video.html
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 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
www.youtube.com/watch?v=ZyPjk...
Multiple Response Analysis using SPSS Statistics
www.youtube.com/watch?v=JhzaF...
Exploratory Factor Analysis using SPSS
www.youtube.com/watch?v=Ahrza...
Cronbach's alpha Reliability test using SPSS
www.youtube.com/watch?v=AE5-I...
Cronbach's alpha Reliability test using PSPP
www.youtube.com/watch?v=8i9K5...
Factor Analysis using PSPP software:
www.youtube.com/watch?v=sGn2s...
Non Parametric test - Run test using PSPP.
www.youtube.com/watch?v=qjcU9...
Non-parametric test -Chi-Square test using PSPP software
www.youtube.com/watch?v=6CwEp...
Mann Whitney U test in SPSS
www.youtube.com/watch?v=fRDun...
Wilcoxon Signed rank test in SPSS
www.youtube.com/watch?v=D2Fvs...
Kolmogorov - Smirnov two independent samples test in SPSS
www.youtube.com/watch?v=wJinV...
Friedman test using SPSS
www.youtube.com/watch?v=AxAhA...
Kruskal Wallis Test is a non-parametric test for independent variables
www.youtube.com/watch?v=L7F07...
McNemar's test is a statistical test used on paired nominal data.
www.youtube.com/watch?v=viuMT...
Visual Binning in SPSS :
www.youtube.com/watch?v=WHuXy...
Structural Equation Modeling using SPSS Amos Introduction Part1:
www.youtube.com/watch?v=-7iSZ...
Structural Equation Modeling using Amos Introduction Part1:
www.youtube.com/watch?v=fwrp0...
Structural Equation Modelling using Amos Software- part 2
www.youtube.com/watch?v=7ruzz...
Structural Equation Modeling using Amos software - part 3:
www.youtube.com/watch?v=8jfjs...
Measurement of goodness of model fit
www.youtube.com/watch?v=nFml5...
Structural Equation Modeling using AMOS Part 5: Model Modification
www.youtube.com/watch?v=TaFhz...
Structural Equation Modeling using SPSS Amos part 6: Factor Analysis
www.youtube.com/watch?v=LATRt...
Introduction to SPSS AMOS- Basic of AMOS Graphics
www.youtube.com/watch?v=yO2yB...
SEM using SPSS Amos Part 7A Multi Group Analysis
www.youtube.com/watch?v=FT63T...
SEM using Amos Part 7B Critical ratio differences
www.youtube.com/watch?v=BmPHG...
SEM using Amos -Multi group Analysis - 3 Model Comparison
www.youtube.com/watch?v=9v6XE...
Structural equation Modeling using Amos part 8 - Multiple model Analysis
www.youtube.com/watch?v=wJgI-...
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In Q) minimization u given so -600X1-500X2+0s1+0s2-MA1-MA2
What is the name of the formula?
Sir.Thank you very much . where is exponential values in the tables? I had a doubt
I have 42 Percent hit ratio hw to increase
Pls help me
How to increase hit ratio
thank u so much
Question: can you still use regression if let's say there's only one "brand" being used for the independent variable?
Hi, do you have any idea, what type of regression that suitable for the small number of data? the aim of the analysis is to see how is the effect of an independent variable to the dependent variable. Thank you
Sir can u explain why do you suppress coefficients below 0.5 What is rationale behind this?? Can we use greater or less than this 0.5 Plz reply sir
Hi sir how to run analysis by spss and how to draw model Method plz
This is great! This really helped me understand SmartPLS which I'm using now for my Masters Research Paper. Thank you :)
If we are doing any research .like comparison of drugs. Than how will we determine sample size.As wemdont know the population size
Thank u sir❤
thanks sir for your explanation, you made it so easy.
If possible can you write the null hypothesis of Chi Square goodness of fit table by which we will be either accepting or rejecting the null hypothesis. Sir, can you also tell me the interpretation difference between categorical and continuous independent variables in multinomial logistic regression
Thanks sir🎉🎉🎉❤❤
Thanks! why did you used "Metric" measure for ordinal data (the 5-point Likert scale you have in your data)?
Cool .. 🎉
Mr if the model has a mediator variable how i clacilate effect size.
"Oval shape" is for endogenous variable according to my reading, righ ?
and how make clusters?
Hi sir.I really, really need your help and advice. May i share my spss problem with you? i have this warnng message : "Unexpected singularities in the Hessian matrix are encountered. This indicates that either some predictor variables should be excluded or some categories should be merged. The NOMREG procedure continues despite the above warning(s). Subsequent results shown are based on the last iteration. Validity of the model fit is uncertain'. I am not sure how to troubleshoot this sir. I am a newbie. Google, youtube, researchgate and reddit could not help me =(
Make a video on Analysis of Mancova also
Sure
@@MyEasyStatistics I have an exam on this Saturday if it is feasible for u can u make it before Because your explanations are too good easy to grasp the main theme
The first video to actually explain the logic behind the statistic. Very good make video, thank you very much 😊🙏🏻
Thank you 👍
Thank you so much.
Sir టేబుల్ 2nd లో s1 లో x2 వేల్యూ -2 కదండీ sir వచ్చేది మీరు 0 వేశారు Old value= -1 Key column value= -1 Key row value= 4 Key element= 4 -1 - -1*4/4
about the moderation effect... What happens when the independant variable AND the moderation variable AREN'T significant, but the interaction variable IS significant ?
Good evening sir.. Notes pdf unda sir.. Unte pampagalaru sir plzz
I don't have any PDF notes.
So does this mean that the more the population, the less the sample size?
How do we do for more than two categories (more than just male and female)?
For relationship between categorical variables you need to do Chi-Square test
Good video
Thank you
He is good and easy understandable keep up
Is Vogel method and stepping stone the same?
If sample size is 1786514 then what will be sample size?
It seems like you're asking for the sample size given that it's already provided as 1,786,514. In this case, the sample size would still be 1,786,514. If you're asking for something else, could you please clarify?
if the population size is 1,786,514 and you want a sample that represents it with a 95% confidence level and a 5% margin of error, you'd need a sample size of about 385.
@@MyEasyStatistics thank you
Sir, Can I do alpha reliability test if there are two variables having different pointer scale (like 1 has 5 pointer and another having 6 pointer scale) ?
Yes, you can still conduct an alpha reliability test even if the two variables have different pointer scales.
Sir, what if we're doing principal component analysis? what reliability analisys technique should we use, sir?
while PCA focuses on reducing dimensionality and exploring the structure of data, reliability analysis techniques such as Cronbach's alpha can be used in conjunction with PCA to ensure the reliability of your measures and to understand the underlying structure of your data more comprehensively.
That is a crystal clear explanation. Thanks so much
Very nicely explained sir
Than you sir
Best video on the topic that I have soon - my compliments!
Please upload a video tutorial on Structural Equation Modeling (SEM) software, covering installation and analysis. This would be helpful for beginners who may not be familiar with the process. Your previous videos have jumped straight into analysis, so a step-by-step guide on installation and starting the analysis would be beneficial. Thank you.
Sure
Sir, if vif is not statistically significant can we still interpret them?
while you can interpret the coefficients associated with variables having non-significant VIF values with more confidence, it's always a good practice to examine multicollinearity diagnostics comprehensively and consider other factors before making final interpretations.
So I can take any of the variables as the reference category?
Yes
Thanks sir❤
Sir why did we chose interval
But the least soln is not leave we must use the largest value as a pivot row
can you elaborte more holdout cases
Thank you very much for the clear to follow steps! 💯
Very good clear explanation of the analysis results, thank you very much! 💯