## Resources for Power in SEM

References for Power in Structural Equation Modeling Kaplan, D. (1995). Statistical power in structural equation modeling. In R. H. Hoyle (Ed.), Structural Equation Modeling: Concepts, Issues, and Applications (pp. 100-117). Thousand Oaks, CA: Sage. Kaplan, D. & Wegner, R. N. (1993). Asymptotic independence and separability in covariance structure models: Implications for specification error, power, andContinue reading “Resources for Power in SEM”

## Stata: Dummy Coding

This post will illustrate how to: Use the generate and replace commands to create dummy variables. A second use of the generate command to create dummy variables that is simpler that #1. Using tabluate to create dummy variables. Dummy coding is used when you have nominal categories, meaning the groups are assigned a value forContinue reading “Stata: Dummy Coding”

## Stata: Labeling & Recoding Data

Labeling Data In order to assign labels to values of your variable, you can use either the variables manager or command syntax. For example, if you wanted to assign labels to each condition, where 1 represents No treatment, 2 represents Treatment A, 3 represents Treatment B, and 4 represents Treatment C, you could double-click onContinue reading “Stata: Labeling & Recoding Data”

## Stata: Reshaping Data

You will often have to reshape your data or change the name or values of your data to analyze it more easily. First, we’ll show you how to transform your data between “long” format, where there are multiple lines of data for every person, and “wide” format, where each subject has only one row andContinue reading “Stata: Reshaping Data”

## Stata: Planned Comparisons with the test command

This post will show you how to: Run a one-way ANOVA using an independent variable with four levels. Use planned comparisons to contrast levels of the independent variable. We will use the built-in dataset systolic. Examining the data We will treat the systolic variable as the outcome and drug as the independent variable. Let’s lookContinue reading “Stata: Planned Comparisons with the test command”

## Stata: Oneway ANOVA

This post will show how to use the anova and loneway commands in Stata to compute a oneway ANOVA. We will use the auto dataset for this illustration. We will use price as the outcome variable and foreign as the factor. Let’s initially look at descriptive statistics for price stratified by foreign. So it looksContinue reading “Stata: Oneway ANOVA”

## Stata: Descriptive Statistics – Mean, median, variability

Descriptive Statistics For this tutorial we are going to use the auto dataset that comes with Stata. To load this data type The auto dataset has the following variables. Suppose we want to get some summarize statistics for price such as the mean, standard deviation, and range. We’ll use the summarize command. Now let’s addContinue reading “Stata: Descriptive Statistics – Mean, median, variability”