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Longitudinal Data Analysis with Discrete and Continuous Responses using Proc Mixed Part 3: Model Development and Interpr

2. . These notes are based on a 3-day course taught by SAS Institute. Part 1: Introduction to Longitudinal Analysis

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Longitudinal Data Analysis with Discrete and Continuous Responses using Proc Mixed Part 3: Model Development and Interpr

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    1. 1

    2. 2 These notes are based on a 3-day course taught by SAS Institute. Part 1: Introduction to Longitudinal Analysis & Exploratory Analysis Part 2: General Linear Mixed Model & Evaluating Covariance Structures ? Part 3: Model Development and Interpretation Part 4: Random Coefficient Models Part 5: Model Assessment Part 6: Generalized Linear Models & Generalized Linear Mixed Models

    3. 3 Review

    4. 4 Review

    5. 5 Review

    6. 6 Review

    7. 7 Review

    8. 8 Review

    9. 9 Review

    10. 10 Review

    11. 11

    12. 12 ML versus REML

    13. 13 Evaluating Fixed Effects

    14. 14 Evaluating Fixed Effects

    15. 15 Evaluating Fixed Effects

    16. 16 Evaluating Fixed Effects

    17. 17 Evaluating Fixed Effects

    18. 18 Evaluating Fixed Effects

    19. 19 Evaluating Fixed Effects

    20. 20 Evaluating Fixed Effects

    21. 21 Evaluating Fixed Effects

    22. 22 Evaluating Fixed Effects

    23. 23 Evaluating Fixed Effects

    24. 24 Illustrating Interactions

    25. 25 Illustrating Interactions

    26. 26 Illustrating Interactions

    27. 27 Illustrating Interactions

    28. 28 Illustrating Interactions

    29. 29 Illustrating Interactions

    30. 30 Illustrating Interactions

    31. 31 Illustrating Interactions

    32. 32 Illustrating Interactions

    33. 33 Illustrating Interactions

    34. 34 Illustrating Interactions

    35. 35 Heterogeneity in the Covariance Structure

    36. 36 Heterogeneity in the Covariance Structure

    37. 37 Heterogeneity in the Covariance Structure

    38. 38 Heterogeneity in the Covariance Structure

    39. 39 Heterogeneity in the Covariance Structure

    40. 40 Heterogeneity in the Covariance Structure

    41. 41 Heterogeneity in the Covariance Structure

    42. 42 Heterogeneity in the Covariance Structure

    43. 43 Summary of Model Development

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