1 / 18

Teaching Stata—some reflections after 8 years of training experiences

Teaching Stata—some reflections after 8 years of training experiences. Karen Robson York University. Teaching Software. First World Bank ‘mission’ to Bosnia Herzegovina in 2001 to teach a course to government workers Five courses over three years

kylia
Download Presentation

Teaching Stata—some reflections after 8 years of training experiences

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. Teaching Stata—some reflections after 8 years of training experiences Karen Robson York University

  2. Teaching Software • First World Bank ‘mission’ to Bosnia Herzegovina in 2001 to teach a course to government workers • Five courses over three years • Similar training given to Statistical Institute employees in Tirana, Albania

  3. Asked by Office for National Statistics to demonstrate features to employees

  4. Format • 3.5 hours a day over 5 days • First hour: ‘lecture’/demonstration • Rest of time: working on exercises, gone over at beginning of next class • Support staff: one teaching assistant (usually an economics PhD student)

  5. Topics for Intro Day 1 • Windowing in Stata • Creating a “do file” • Directories • Log files • Opening a data file • Codebook • Obtaining summary statistics • Creating variables • Frequency distributions • Dummy variables • Labeling variables • Exporting tables • Day 1 Exercises • Closing your log file • Saving your data

  6. Day 2 • Building a do file • Sorting data • Conditional crosstabulations • Correlations • T-tests • Analysis of Variance • Factor analysis • Creating a Scale • Day 2 Exercises

  7. Day 3 • Graphing • Histograms • Pie charts • Scatterplots • Day 3 Exercises (Part 1) • Nonparametric techniques • Mann Whitney U-test • Wilcoxon Signed Rank Test • The Kruskall-Wallis H-test • Spearman’s rho • Day 3 Exercises (Part 2)

  8. Day 4 • _n and _N • Listing cases • Regression • Logistic regression • Quantile Regression • Weights • Day 4 Exercises

  9. Day 5 • Handling longitudinal data • Merging data • Merging files of different levels (hierarchical data structures) • Creating variables out of different levels of data • Day 5 Exercises

  10. Intermediate Programming SESSION 1: FORMING DATASETS AT DIFFERENT LEVELS OF AGGREGATION • session1.do • Exercise for Session 1 • EXTRA STUFF FOR KEENERS SESSION 2: MERGING DATA • session2.do • Exercise for Session 2 • EXTRA STUFF FOR KEENERS

  11. SESSION 3: HOW TO CREATE A PANEL DATA • session3.do • Exercise for Session 3 • session3_exercise.do • EXTRA STUFF FOR KEENERS SESSION 4: LOOPS AND LOCAL MACROS • Example of the use of a loop and local macro • session4.do: • Exercise for Session 4 • EXTRA STUFF FOR KEENERS SESSION 5: VARIOUS LAST DAY TOPICS • Multilevel modelling in Stata

  12. Things I’m always asked • I do ________________ in SPSS. How do I do it in Stata? • Why don’t we just use the drop-down windows? • Why is labelling variables so complicated? • Why can’t I leave the data window open when I run commands?

  13. Things I am always asked: • I heard you can do [insert something really complicated here] in Stata? When you have a couple minutes, can you show us how to do: • Multilevel modelling • Cluster analysis • Propensity Score Matching

  14. Things I am always asked: • I need to write my PhD thesis. I have this data. What should I do? • What is a p value? • How do I make sense of my factor analysis? (subtext: you can’t be serious)

  15. New Projects • Stata vs. SPSS manuscript

More Related