Following are excerpts from my
Graduate Statistics I and
Graduate Statistics II
notes. These pages highlight the use of Stata for various problems.
In many cases, the handout is just a "Stata how to." If you want an explanation
of the underlying statistical principles, you should go back to the complete
course notes and look at the related handouts. In other cases, the handout
will also explain the statistical principles and provide SPSS examples, but you
can easily skip to the Stata examples if that is all you are interested in Other course notes, homeworks
and exams contain additional examples of Stata usage that may be of interest.
Some readers may also want to look at the notes from my
course on Categorical Data Analysis.
Also, my gologit2 and
oglm (Ordinal Generalized
Linear Models) programs may be of
interest to those working with ordinal dependent variables.
NOTE: Some of these
notes use programs listed in my
Suggested Downloads, which you may want to install for yourself.
Notre Dame users (especially those who work in the public labs) should check out
my Suggestions for
Using Stata at Notre Dame.
From Graduate
Statistics 1:
Using Stata for Confidence
Intervals
ci-II.dta and
ci-III.dta -- Stata data files used
for Cases II and III in the CI handout
Using Stata for One Sample Tests
1sample-II.dta and
1sample-III.dta -- Stata data
files used for Cases II and III in the one sample tests handout
Using Stata for Two Sample Tests
2sample-II.dta,
2sample-III.dta,
2sample-IV.dta,
2sample-V.dta -- Stata data files used for Cases II, III, IV and V in the two sample tests handout
Using Stata for Categorical Data Analysis
categ-I.dta,
categ-II.dta,
categ-III.dta-- Stata data files used for Cases I, II, III in the categorical data analysis handout
Using Stata for One-Way Analysis of Variance
oneway.dta - Stata
data file used in the Stata One-Way ANOVA handout
Using Stata for Two-Way Analysis of Variance
twoway.dta - Stata
data file used in the Stata Two-Way ANOVA handout
Using
Stata 9 for OLS Regression (Here is a
similar handout for Stata 8)
reg01.dta - Stata data file used in the Stata Regression handout
Using Stata with Multiple Regression & Matrices
reg01.dta - Stata data file
used in the Multiple Regression & Matrices handout
From
Graduate Statistics 2:
Multicollinearity
mulicoll.dta -
Stata data
file used in the Multicollinearity handout
Missing
Data
md.dta - Stata
data file used in the Missing Data handout
Scale Construction (Very Brief
Overview)
anomia.dta -
Stata data file used in the Scale Construction handout
Outliers
outliers.dta -
Stata data file used in the Outliers handout
Heteroskedasticity
reg01.dta -
Stata data file used in the Heteroskedasticity handout
Imposing
and Testing Equality Constraints
in Models
blwh.dta -
Stata data file used in the Constraints handout
Interaction
Effects and Group Comparisons
blwh.dta -
Stata data file used in the Interaction Effects handout
Interpreting Interaction
Effects; Interaction
Effects and Centering
drinking.dta -
Stata data file used in the Interpreting Interaction Effects handout
Nonlinear relationships
nonlin1.dta
and blwh.dta -
Stata data file used in the nonlinear relationships handout
Using Stata for Logistic Regression
logist.dta -
Stata data file used in the Logistic Regression handout
Ordered Logit Models
shuttle2.dta -
Stata data file used in the Ordered Logit handout
Multinomial
Logit Models
shuttle2.dta -
Stata data file used in the Multinomial Logit handout
Nonrecursive Models
nonrecur.dta -
Stata data file used in the Nonrecursive Models handout
Brief Overview of Manova
blwh.dta -
Stata data file used in the Manova handout
Selected other highlights
Using Stata's Margins command to
Estimate and Interpret Adjusted Predictions and Marginal Effects (click
here for Powerpoint version)
Comparing Logit & Probit Coefficients
Between Models and Across Groups (click here for
Powerpoint version)
Handout for Comparing
Logit & Probit Coefficients Between Models and Across Groups
Useful sites
for learning about Stata and other statistical programs
