Single Equation Models

Binary variable models, interpretation and presentation via simulation, ordinal dependent variables, how do you know which model is better?, grouped binary variables, event counts, simple duration models and censoring. 

2014 Lecture

  Lecture 5 Video (2 hrs)
  Lecture 6 Video (2 hrs)
  Lecture 7 Video (2 hrs) 
  Lecture 8 Video (2 hrs) 
  Slides used in class
  Slides for printing
  Slides about robust standard errors

2014 Section

  Section 6 Video (1 hour)
  Section 6 Slides 
  Section 6 code and data
  Section 7 Video (1 hour)
  Section 7 Slides
   Section 7 code and data
  Section 8 Video (1 hour)
  Section 8 Slides 
  Section 8 code
  Section 9 Video (1 hour)

  Section 9 Slides 

  Section 9 code

2013 Lecture

 Lecture 5 Video (2 hrs)
 Lecture 6 Video (2 hrs)
 Lecture 7 Video (2 hrs)
  
Lecture 8 Video (2 hrs)
 Slides used in class
 Slides for printing

2013 Section

 Section 6 Video (1 hour) (Part 1 is Dichotomous Outcomes; Part 2 is Robust Standard Errors)
 Section 7 Video (1 hour)
 Section 8 Video (1 hour)
  
Section 9 Video (1 hour)
 Section 5 Slides
 Section 5 Slides (printable)
  
Section 6 Slides
  
Section 6 Slides (printable)
 Section 7 Slides
 
Section 8 Slides (printable)
 Section 9 Slides (printable)

2012 Lecture

 Lecture 5 Video (2 hrs)
 Lecture 6 Video (2 hrs)
 Slides used in class
 Printable version of slides
 Single Equation Models

2012 Section

 Section 6: Dichotomous Outcomes and Presenting Quantities of Interest
 Section 6: Slides
 Section 7
 Section 7: Slides
 Section 8: Count Models, Counterfactuals, Duration Models
  Section 8: Slides

2010 Lecture, selections assigned this year:

 smodelsp2010.pdf
 Logit Model - Part 1 (10:49)
 Logit Model - Part 2 (17:42)
 Alternative Interpretation of Logit Model (25:13)
 Presenting Statistical Results - Part 1 (11:19)
 Presenting Statistical Results - Part 2 (09:11)
 Simulating Quantities of Interest and Associated Uncertainty (38:44)
 Application of Clarify Package (06:18)
 Ordinal Dependent Variable Models (26:01)
 Model Validation - Part 1 (13:21)
 Model Validation - Part 2 (25:51)
 Grouped Uncorrelated Random Variables (20:20)
 Event Count Models (27:37)
 Duration Models: Exponential (17:38)