02 - 1. More on Data Management
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02 - Date and time variables (6:41)
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01 - Formatting the display of variables (5:56)
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03 - Repeating commands by looping over variables (5:02)
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04 - Repeating commands by looping over numbers (5:34)
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05 - Repeating commands by looping within loops (4:43)
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06 - Accessing results saved from Stata commands (7:12)
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07 - Challenge More on data management (0:52)
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08 - Solution More on data management (5:15)
03 - 2. More on Visualization Techniques
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01 - Changing the look of markers (4:50)
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02 - Changing graph colors (5:31)
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03 - Graphing by groups (5:45)
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04 - Controlling legends (5:46)
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05 - Adding text and textboxes (6:43)
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06 - Sizing graphs (4:13)
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07 - Combining graphs (4:50)
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08 - How to use jitter (4:37)
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09 - How to draw custom functions (3:19)
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10 - Challenge More on visualization techniques (0:55)
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11 - Solution More on visualization techniques (3:55)
04 - 3. Interaction Effects in Regression Models
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01 - What is an interaction effect (3:54)
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02 - How to use margins and marginsplot (6:37)
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03 - Continuous polynomial interactions (5:49)
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04 - Continuous by continuous interactions (6:19)
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05 - Categorical by categorical interactions (5:46)
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06 - Categorical by linear interactions (5:37)
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07 - Challenge Interaction effects (0:43)
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08 - Solution Interaction effects (5:13)
05 - 4. Panel Data Modeling
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02 - Setting up panel data demo (3:40)
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01 - Setting up panel data (4:13)
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03 - Panel data descriptives (3:16)
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04 - Panel data descriptives demo (5:52)
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05 - Panel data dynamics (3:34)
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06 - Panel data dynamics demo (5:52)
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07 - Linear panel estimators (5:53)
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08 - Linear panel estimators demo (5:15)
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09 - Random or fixed effects (2:20)
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10 - The Hausman test demo (2:14)
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11 - Nonlinear panel data estimators (2:27)
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12 - Nonlinear panel data estimators demo (5:18)
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13 - Challenge Panel data modeling (0:50)
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14 - Solution Panel data modeling (6:48)
06 - 5. Random Numbers and Simulation
07 - 6. Count Modeling
08 - 7. Survival Analysis
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01 - What is survival data (4:11)
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02 - Setting up survival data (5:43)
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03 - Summary statistics (5:26)
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04 - Nonparametric analysis (6:10)
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05 - Cox proportional hazards model (6:59)
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06 - Diagnostics for Cox models (5:14)
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07 - Parametric proportional hazards models (7:37)
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08 - Challenge Survival analysis (0:43)
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09 - Solution Survival analysis (5:11)
09 - Conclusion
Ex_Files_Adv_Specialized_Statistics_Stata
