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Experimental Design
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What Are Advanced Tech Kit Modules?
Tech Kits are part of the walk-in service provided by Innovate Labs. If you have no prior experience, start with Beginner. If you have some experience, explore Intermediate kits, and move on to Advanced when you’re ready.
Beginner
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Length: 30 MinutesDescription: More Information Coming Soon.
Intermediate
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Length: 45 MinutesDescription: More Information Coming Soon.
Regression Analysis
Regression analysis is a statistical method used to examine relationships between a variable and one or more other variables. It helps to determine how changes in one variable are associated with changes in another variable. Regression analysis is commonly used to find trends, make predictions, and understand factors that influence outcomes in a dataset.
What Are Advanced Tech Kit Modules?
Tech Kits are part of the walk-in service provided by Innovate Labs. If you have no prior experience, start with Beginner. If you have some experience, explore Intermediate kits, and move on to Advanced when you’re ready.
Beginner
Implement Trend Models with JMP
Length: 30 MinutesDescription: This tech kit introduces students to basic statistical analysis using JMP software. Participants explore real data by creating histograms, examining summary statistics, and identifying patterns within datasets. Students learn how to interpret measures such as mean, median, standard deviation, and correlation while visualizing distributions and relationships between variables. By the end of the activity, participants will understand how statistical tools can be used to analyze data and uncover meaningful insights.
Intermediate
Measure Multi-Variable Models with JMP
Length: 45 MinutesDescription: This tech kit introduces predictive modeling and multivariable regression analysis using JMP. Participants learn how to build statistical models that identify the strongest predictors within a dataset. Students explore tools such as Fit Models and Bootstrap Forest models to analyze relationships between multiple variables and evaluate their statistical significance. Through hands-on modeling, participants gain experience using data to predict outcomes and understand the factors that influence those predictions.
Advanced Project
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What Are Advanced Tech Kit Modules?
The Advanced level combines concepts from both Beginner and Intermediate Tech Kits into a more integrated, hands-on experience. Participants will apply foundational skills alongside more complex tools and workflows to complete a comprehensive project. This level is designed for those who are comfortable with the basics and ready to connect multiple concepts to build more advanced, real-world solutions.
What Are Advanced Tech Kit Modules?
The Advanced level combines concepts from both Beginner and Intermediate Tech Kits into a more integrated, hands-on experience. Participants will apply foundational skills alongside more complex tools and workflows to complete a comprehensive project. This level is designed for those who are comfortable with the basics and ready to connect multiple concepts to build more advanced, real-world solutions.
Advanced
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Length: 60 Minutes Description: More Information Coming Soon.Click Here for Advanced Tech Kit →
Resources
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