From Graphs to Predictions: Understanding Data with the Normal Distribution
Project Deliverable tie to Competency In module 02, you will summarize graphical and numerical methods to represent quantitative data. This includes utilizing the central limit theorem to calculate probabilities for real-world problems. It will also require you to analyze the standard normal distribution to identify z-values and the area under the curve. You will illustrate […]
The Confidence Game: Estimating Parameters with Data
Project Deliverable tie to Competency In the third assignment, you will construct and interpret confidence intervals, which is a fundamental concept in inferential statistics. By estimating population parameters such as the mean and proportion using sample data, you will gain a deeper understanding of how statistics can be used to make informed decisions under uncertainty. […]
Statistical Sleuth: Investigating Population Claims with Hypothesis Testing
Project Deliverable tie to Competency In the fourth assignment, you will need to make data-driven decisions by evaluating claims about a single population. You will be tasked with completing several hypothesis tests, which follow a structured process: stating hypotheses, selecting the appropriate test, calculating test statistics, and making conclusions based on evidence. These tasks directly […]
Double the Data: Hypothesis Tests for Two Populations
Project Deliverable tie to Competency In your fifth assignment, you will continue applying hypothesis testing methods to real-world situations. This assignment will require you to expand your understanding of situations that involve comparing two populations, which is a critical skill in many fields such as healthcare, business, and social sciences. By executing tests for two […]
Connecting the Dots: Regression and Prediction with Two Variables
Competency Determine the linear correlation and regression equation between two variables to make predictions for the dependent variable. Project Deliverable tie to Competency In this assignment, you will demonstrate your understanding of how relationships between two variables can be analyzed and used to make informed predictions. By interpreting scatter plots, conducting a hypothesis test for […]