# Definition of Variables

1) In the introductory paragraph, state why the dependent variable has been chosen for analysis. Then make a general statement about the model:

“The dependent variable _______ is determined by variables ________, ________, ________, and ________.”

2) In the second paragraph, identify the primary independent variable and defend why it is important.

“The most important variable in this analysis is ________ because _________.” In this paragraph, cite and discuss the two research sources that support the thesis, i.e., the model.

3) Write the general form of the regression model (less intercept and coefficients), with the variables named appropriately so reader can identify each variable at a glance:

Dep_Var = Ind_Var_1 + Ind_Var_2 + Ind_Var_3

### Definition of Variables

4) Define and defend all variables, including the dependent variable, in a single paragraph for each variable. Also, state the expectations for each independent variable. These paragraphs should be in numerical order, i.e., dependent variable, X1, then X2, etc.

In each paragraph, the following should be addressed:

- How is the variable defined in the data source?
- Which unit of measurement is used?
- For the independent variables: why does the variable determine Y?
- What sign is expected for the independent variable’s coefficient, positive or negative? Why?

### Data Description

5) In one paragraph, describe the data and identify the data sources.

- From which general sources and from which specific tables are the data taken? (Citing a website is not acceptable.)
- Which year or years were the data collected?
- Are there any data limitations?

### Presentation and Interpretation of Results

6) Write the regression (prediction) equation:

Dep_Var = Intercept + c1 * Ind_Var_1 + c2 * Ind_Var_2 + c3* Ind_Var_3

7) Identify and interpret the adjusted R2 (one paragraph):

- Define “adjusted R2.”
- What does the value of the adjusted R2 reveal about the model?
- If the adjusted R2 is low, how has the choice of independent variables created this result?

8) Identify and interpret the F test:

- Using the p-value approach, is the null hypothesis for the F test rejected or not rejected? Why or why not?
- Interpret the implications of these findings for the model.

### Works Cited Page

12) Use the proper format to list the works cited.