The Puzzle of Falling US Birth Rates Economics

Assignment Task

Goal

to determine if non-economic factors are more significantly correlated with the declining birth rate in the U.S. than economic factors during the 40-year period beginning 1981 and ending 2021.

The data collected includes a range of factors, including economic, sociological, biological, and environmental factors. Of the 18 independent variables.

4 are economic

6 are sociological

5 are biological

2 are environmental 1 is political

(2 Categorial Independent Variables [Unmarried Birthing Mothers & Birthing Mothers] Need To Be Calculated Using Data in Columns N and O The Data File)

Each variable must be analyzed

• Individually for statistical significance
• As a “group” to see how each impact the birth rate

I need to produce visualizations, tables, and analysis in SAS, Tableau, and Python. I also must perform the following tasks:

• Descriptive Statistics
• Scatter Plots
• T-Tests
• Analysis of Variance - ANOVA
• Parameter Estimate
• Multivariate Regression
• Time Series
• Analysis Binary
• Logistic Regression
• Cluster Analysis Random Forrest -
• Create a New Categorical Dependent Variable

All this needs to be packaged into a PowerPoint Presentation.

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