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Deeper Dives

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  • A Deeper Dive into Likelihood

    Likelihood is seen in many places in JMP reports. But, what does it mean? These videos introduce the likelihood function, and then show how JMP uses the likelihood function for estimation, inference ...

    Di_Michelson
    Deeper Dives |
    Aug 19, 2024 9:40 PM
    2039 views | 1 replies
  • A Deeper Dive Into Multicollinearity

    High correlation in predictor variables can harm your linear regression model. This problem is called collinearity or multi-collinearity.  The first video is an overview of collinearity, ho...

    Di_Michelson
    Deeper Dives |
    Apr 22, 2024 6:55 AM
    5868 views | 3 replies

Advanced Statistical Modeling

  • A Deeper Dive Into Multicollinearity

    High correlation in predictor variables can harm your linear regression model. This problem is called collinearity or multi-collinearity.  The first video is an overview of collinearity, how to understand it, how to detect it, how it is related to the VIF (Variance Inflation Factor) shown in JMP reports and how to interpret VIF.  The second video shows how to use Principal Components Analysis to b...

    Di_Michelson Di_Michelson
    Deeper Dives |
    Oct 30, 2025 7:10 AM
    5868 views | 3 replies
  • A Deeper Dive into Likelihood

    Likelihood is seen in many places in JMP reports. But, what does it mean? These videos introduce the likelihood function, and then show how JMP uses the likelihood function for estimation, inference and model comparison. The Likelihood Function (8:33)Maximum Likelihood Estimation (8:44) Likelihood Ratio Tests (9:56) Model Comparison (8:08)

    Di_Michelson Di_Michelson
    Deeper Dives |
    Oct 29, 2025 9:53 AM
    2039 views | 1 replies