Exploring Fisher's Exact Test for Categorical Data Analysis | My Easy Statistics
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Exploring Fisher's Exact Test for
Exploring Fisher's Exact Test for Categorical Data Analysis | My Easy Statistics
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 16 captivating topics! Enjoy lifetime access to the course videos, practice materials, and you can Elevate your statistical skills to high levels.
Welcome to My Easy Statistics! In this informative video, we delve into the intricacies of Fisher's exact test – a powerful statistical tool used to determine significant associations between categorical variables. Unlike the traditional chi-square test, Fisher's exact test shines when dealing with small expected counts (less than five) in certain cells of your data.
📊 Key Points Covered:
• Introduction to Fisher's Exact Test: Learn what Fisher's exact test is and how it helps identify significant relationships between categorical variables.
• Comparison with Chi-Square Test: Understand why Fisher's exact test is preferred over the chi-square test when expected counts are small.
• Real-world Example: Explore a practical application of Fisher's exact test using a database of 34 individuals. We'll examine the link between exercise habits and heart disease.
• Hypotheses Setup: Uncover the null and alternate hypotheses we're testing: Is there a significant association between regular exercise and heart disease?
• Data Analysis: Follow step-by-step instructions on performing the analysis using software. See how to set up cross-tabulations, calculate expected counts, and derive meaningful percentages.
• Interpretation of Results: Discover how to interpret the output. We'll walk you through the significance values obtained from both Fisher's exact test and the chi-square test.
• Conclusive Findings: Witness the power of Fisher's exact test as we validate our findings. Understand the strength of the relationship between exercise habits and heart disease.
• Why Choose Fisher's Exact Test: Learn why this test is crucial in cases of small expected counts and how it ensures accurate results.
Whether you're a student, researcher, or enthusiast, this video equips you with the knowledge to confidently navigate Fisher's exact test and draw meaningful insights from your categorical data. Don't let small expected counts hinder your analyses – harness the precision of Fisher's exact test today!
🔗 Resources Mentioned: Data set will be provided on request
🎓 About My Easy Statistics: My Easy Statistics is your go-to channel for demystifying complex statistical concepts. We believe that understanding statistics should be, well, easy! Subscribe now and empower yourself with the tools to make informed decisions from your data.
👍 Liked this video? Give it a thumbs up and share it with fellow stats enthusiasts. If you have questions or suggestions for future topics, drop them in the comments section below. Remember to hit that subscribe button for more simplified statistical insights. Happy analyzing!
#FisherExactTest #CategoricalDataAnalysis #StatisticsExplained
Keywords:
Fisher's exact test, categorical data analysis, statistical significance, hypothesis testing, contingency tables, p-value, chi-squared test, logistic regression, anova, regression analysis, data mining, machine learning, big data, data science, statistics, mathematics, science, education, research, tutorial, guide, explanation, introduction, overview, definition
Please, subscribe the channel, Like and share the video with the other researchers.
Contact me for Data Analysis and Training @ [email protected]
What's App +91 9849676109 or +91 8555041411
#DATAANALYTICS #DATASCIENCE #PREDICTIVEANALYTICS #MultivariateAnalysis
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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 16 captivating topics! Enjoy lifetime access to the course videos, practice materials, and you can Elevate your statistical skills to high levels.
Welcome to My Easy Statistics! In this informative video, we delve into the intricacies of Fisher's exact test – a powerful statistical tool used to determine significant associations between categorical variables. Unlike the traditional chi-square test, Fisher's exact test shines when dealing with small expected counts (less than five) in certain cells of your data.
📊 Key Points Covered:
• Introduction to Fisher's Exact Test: Learn what Fisher's exact test is and how it helps identify significant relationships between categorical variables.
• Comparison with Chi-Square Test: Understand why Fisher's exact test is preferred over the chi-square test when expected counts are small.
• Real-world Example: Explore a practical application of Fisher's exact test using a database of 34 individuals. We'll examine the link between exercise habits and heart disease.
• Hypotheses Setup: Uncover the null and alternate hypotheses we're testing: Is there a significant association between regular exercise and heart disease?
• Data Analysis: Follow step-by-step instructions on performing the analysis using software. See how to set up cross-tabulations, calculate expected counts, and derive meaningful percentages.
• Interpretation of Results: Discover how to interpret the output. We'll walk you through the significance values obtained from both Fisher's exact test and the chi-square test.
• Conclusive Findings: Witness the power of Fisher's exact test as we validate our findings. Understand the strength of the relationship between exercise habits and heart disease.
• Why Choose Fisher's Exact Test: Learn why this test is crucial in cases of small expected counts and how it ensures accurate results.
Whether you're a student, researcher, or enthusiast, this video equips you with the knowledge to confidently navigate Fisher's exact test and draw meaningful insights from your categorical data. Don't let small expected counts hinder your analyses – harness the precision of Fisher's exact test today!
🔗 Resources Mentioned: Data set will be provided on request
🎓 About My Easy Statistics: My Easy Statistics is your go-to channel for demystifying complex statistical concepts. We believe that understanding statistics should be, well, easy! Subscribe now and empower yourself with the tools to make informed decisions from your data.
👍 Liked this video? Give it a thumbs up and share it with fellow stats enthusiasts. If you have questions or suggestions for future topics, drop them in the comments section below. Remember to hit that subscribe button for more simplified statistical insights. Happy analyzing!
#FisherExactTest #CategoricalDataAnalysis #StatisticsExplained
Keywords:
Fisher's exact test, categorical data analysis, statistical significance, hypothesis testing, contingency tables, p-value, chi-squared test, logistic regression, anova, regression analysis, data mining, machine learning, big data, data science, statistics, mathematics, science, education, research, tutorial, guide, explanation, introduction, overview, definition
Please, subscribe the channel, Like and share the video with the other researchers.
Contact me for Data Analysis and Training @ [email protected]
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.seevid.ir/fa/w/ZyPjk...
Multiple Response Analysis using SPSS Statistics
https://www.seevid.ir/fa/w/JhzaF...
Exploratory Factor Analysis using SPSS
https://www.seevid.ir/fa/w/Ahrza...
Measurement of goodness of model fit
https://www.seevid.ir/fa/w/nFml5...
Structural Equation Modeling using AMOS Part 5: Model Modification
https://www.seevid.ir/fa/w/TaFhz...
Structural Equation Modeling using SPSS Amos part 6: Factor Analysis
https://www.seevid.ir/fa/w/LATRt...
Introduction to SPSS AMOS- Basic of AMOS Graphics
https://www.seevid.ir/fa/w/yO2yB...
SEM using SPSS Amos Part 7A Multi Group Analysis
https://www.seevid.ir/fa/w/FT63T...
SEM using Amos Part 7B Critical ratio differences
https://www.seevid.ir/fa/w/BmPHG...
SEM using Amos -Multi group Analysis - 3 Model Comparison
https://www.seevid.ir/fa/w/9v6XE...
Structural equation Modeling using Amos part 8 - Multiple model Analysis
https://www.seevid.ir/fa/w/wJgI-...
12 ماه پیش
در تاریخ 1402/06/08 منتشر شده
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