Regression Analysis - Applied Statistician: Case Studies | Lecture Notes - YNetStudyHub
Applied Statistician: Case Studies

Regression Analysis

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Exploring regression models, including simple linear regression and multiple regression, and how to interpret regression output to make predictions and assess relationships between variables.

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Regression Analysis Regression analysis is a statistical method used to investigate the relationship between a dependent variable and one or more independent variables. Types of Regression Analysis: Linear Regression: Simple Linear Regression: Involves one independent variable. Multiple Linear Regression: Involves more than one independent variable. Logistic Regression: Used when the depend...…

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Unit Syllabus 10 Topics
1
Introduction to Applied Statistics
Experimental Design and Analysis
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Regression Analysis
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Hypothesis Testing
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Data Visualization
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Time Series Analysis
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Case Study: Marketing Analytics
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Case Study: Healthcare Analytics
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Case Study: Financial Analytics
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Ethical Considerations in Applied Statistics
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