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Least Squares Linear Regression in R Lesson PlanLeast Squares Linear Regression in R Lesson Plan
Publisher
Kenan Fellows
Resource Details
Curator Rating
Educator Rating
Not yet Rated
Grade
9th - 12th
Subjects
Math
1 more...
Resource Type
Lesson Plans
Audiences
For Teacher Use
1 more...
Duration
1 hr
Instructional Strategy
Inquiry-Based Learning
Technology
Ed Software
Internet Access
Usage Permissions
Fine Print: Educational Use
Lesson Plan

Least Squares Linear Regression in R

Curated and Reviewed by Lesson Planet
This Least Squares Linear Regression in R lesson plan also includes:
  • Understanding Data Mining Overview
  • Data Mining Student Assignments
  • Data Mining Student Assessments
  • Data Sets for Data Mining
  • Least Squares Regression Line – Teacher Notes
  • Activity
  • Join to access all included materials

The task? Determine the how effective hospitals are at reducing the rate of hospital-acquired infections. The method? Data analysis! Using an open source software program, individuals use provided data and create scatterplots to look for patterns. They perform a regression analysis and look for strength of correlation to finish the second lesson in a series of three.

4 Views 3 Downloads
CCSS: Adaptable

Concepts

linear regression, independent variables, dependent variables, correlation, data analysis, patterns, problem solving strategies

Additional Tags

math

Instructional Ideas

  • Collect the same data from a local hospital to see if it fits the pattern shown in the provided data
  • Create a list of commands used in the software and display them on the board or in a handout

Classroom Considerations

  • Requires the R software downloaded in the first lesson of the series

Pros

  • Includes a teacher notes document to help prepare for the lesson
  • Provides important information about the structure of the functions in the software

Cons

  • None

Common Core

HSS-ID.C.8

View 41,189 other resources for 9th - 12th Grade Math

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