Statistical Methods to Determine Historical Temperature Trends
Statistical Methods to Determine Historical Temperature Trends Teaching Module A classroom/laboratory activity to learn about statistical methods to analyse average annual temperatures of major cities in the world (New York and Sydney) and to determine trends in the data. Students will create histograms to analyse the average annual temperatures; will compare data sets; will learn […]
Statistical Methods to Determine Trends in Hurricane Intensity
Statistical Methods to Determine Trends in Hurricane Intensity Classroom/Laboratory Activity A classroom/laboratory activity to learn about linear slope, trends, confidence intervals, and Student’s t-distribution by calculating trends and uncertainties using hurricane data records over 40 years. Using hurricane-related data for the Atlantic Ocean, students will plot graphs and determine trends by calculating linear slope. They […]
Linear Regression on Arctic Ice Data
Linear Regression on Arctic Ice Data Classroom/Laboratory Activity A classroom/laboratory activity to perform linear regression on climate data from the Arctic. Students will perform linear regression analysis on the average monthly extent of Arctic sea ice (from 1979 to the present) and will compare the residual plots for different months. Use this tool to help […]
Regression Analysis of Global Temperature Data
Regression Analysis of Global Temperature Data Classroom/Laboratory Activity A classroom/laboratory activity to learn about regression analysis of data by using global temperature data over a period of 150 years. Students will plot global mean temperatures, perform regression analysis, and determine global mean temperature anomalies. Use this tool to help your students find answers to: Perform […]
Linear Regression using Global Temperatures
Linear Regression using Global Temperatures Classroom/Laboratory Activity A classroom/lab activity for Statistics teachers to teach about Linear Regression. This activity is based on a dataset on average global temperature anomalies from 1850 to 2019. Students will learn about introductory linear regression techniques and will learn to make scatter plots of the data provided. This tool […]
Analyzing Climate Science Data through Simple Statistical Techniques
Analyzing Climate Science Data through Simple Statistical Techniques Teaching Module A teaching module that demonstrates the use of linear and quadratic regression to analyze Arctic sea ice extent data and the use of graphs, sample correlations, and multiple regression to analyze atmospheric CO2 level data, solar irradiance data, and average global temperature data. In the […]
Data Science: Linear and Polynomial Regression
Data Science: Linear and Polynomial Regression Overview As an undergraduate Mathematics or Data Science teacher, you can use this set of computer-based tools to help you in teaching Introductory Statistics and specifically Linear Regression and Polynomial Regression. This lesson plan will help you to teach Introductory Statistics for Data Science through a Linear Regression and […]
Teaching Linear Regression using Global Temperature Anomalies Data
Teaching Linear Regression using Global Temperature Anomalies Data Overview As a high school or undergraduate Mathematics teacher, you can use this set of computer-based tools to help you in teaching introductory statistics and specifically linear regression. This lesson plan will allow you to teach introductory statistics through a linear regression assignment. The lesson plan includes […]
Teaching Linear Regression using Arctic Sea Ice Data
Teaching Linear Regression using Arctic Sea Ice Data Overview As a high school or undergraduate Mathematics teacher, you can use this set of computer-based tools to help you in teaching introductory statistics and specifically linear regression. This lesson plan will allow you to teach introductory statistics through linear regression assignments. The lesson plan includes a […]
Data Science: Predictive Analysis using Mumbai Temperature Data
Data Science: Predictive Analysis using Mumbai Temperature Data Overview This lesson plan will help you to teach Introductory Predictive Analysis through an Exploratory Data Analysis with Linear Regression assignment. The lesson plan includes a hands-on computer-based classroom activity to be conducted on a dataset of the annual temperature records of Mumbai – a coastal city […]