Stata Commands: Data Analysis

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Questions and Answers

Which type of variable is best analyzed using tabulate in Stata?

  • Categorical variable (correct)
  • String variable
  • Date variable
  • Continuous variable

Which data manipulation task is best accomplished using the recode command in Stata?

  • Changing the order of observations
  • Modifying variable values based on conditions (correct)
  • Generating summary statistics
  • Creating scatter plots

For visualizing the distribution of a continuous variable, which graphing command is most appropriate?

  • `histogram` (correct)
  • `graph bar`
  • `graph box`
  • `graph pie`

To calculate the mean and standard deviation of a continuous variable, which command should be used?

<p><code>summarize</code> (C)</p> Signup and view all the answers

Which statistical analysis command is used to perform a t-test comparing the means of two groups?

<p><code>ttest</code> (C)</p> Signup and view all the answers

When dealing with numerical variables, which command would you use to generate a correlation matrix?

<p><code>correlate</code> (D)</p> Signup and view all the answers

Which command is most suitable for reshaping data from wide to long format?

<p><code>reshape</code> (A)</p> Signup and view all the answers

To visualize the relationship between two continuous variables, which type of graph is most appropriate?

<p>Scatter plot (D)</p> Signup and view all the answers

For performing a linear regression, which command is used?

<p><code>regress</code> (C)</p> Signup and view all the answers

Which command is used to create a new variable based on existing variables?

<p><code>generate</code> (B)</p> Signup and view all the answers

To create dummy variables from a categorical variable, which command is most appropriate?

<p><code>xi</code> or <code>tabulate, gen()</code> (A)</p> Signup and view all the answers

If you want to identify potential outliers in a continuous variable, which graphing command would be most useful?

<p><code>box plot</code> (C)</p> Signup and view all the answers

To perform a logistic regression when the outcome variable is binary, which command would you use?

<p><code>logit</code> (B)</p> Signup and view all the answers

Which command is used to sort the dataset based on the values of one or more variables?

<p><code>sort</code> (D)</p> Signup and view all the answers

If you need to combine two datasets by adding variables from one dataset to another based on a common identifier, which command should you use?

<p><code>merge</code> (D)</p> Signup and view all the answers

To analyze the association between two categorical variables, which statistical test is most appropriate?

<p>Chi-squared test (B)</p> Signup and view all the answers

Which command provides detailed information about the variables in your dataset, including labels and data types?

<p><code>describe</code> (D)</p> Signup and view all the answers

To drop observations based on certain criteria, which command should be used?

<p><code>drop</code> (C)</p> Signup and view all the answers

How do you examine the distribution of a numerical variable to check for normality?

<p>Generating a histogram. (D)</p> Signup and view all the answers

If you need to apply different calculations based on the distinct values of a categorical variable, which command would you use?

<p><code>by</code> followed by a command (B)</p> Signup and view all the answers

Flashcards

Categorical Variables

Variables that represent categories or groups.

Data Manipulation Commands

Commands in Stata used to modify or manage your dataset.

Graphing Commands

Stata commands to visualize data through plots and charts.

Continuous Variables

Variables with a range of numeric values.

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Statistical Analysis Commands

Stata commands designed for performing statistical tests.

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Numerical Variables

Variables represented by numeric values; can be discrete or continuous.

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Study Notes

  • Stata commands vary depending on the type of variable being analyzed.

Categorical Variables

  • Specific Stata commands are used for categorical variables.

Data Manipulation Commands

  • Stata includes commands designed for data manipulation.

Graphing Commands

  • Stata provides commands to create graphs.

Continuous Variables

  • Stata commands are available to analyze continuous variables.

Statistical Analysis Commands

  • Stata has a range of commands for statistical analysis.

Numerical Variables

  • Numerical variables require specific Stata commands for their analysis.

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