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KnowMo
The Limits of Correlation: Understanding Causation and Making Predictions
The video is a lecture on the limits of correlation in statistics. The speaker discusses the importance of being careful when interpreting correlations and emphasizes that correlation does not infer causation. The video covers topics...
ShortCutsTv
Correlations: making relationships
Correlations are relationships & this film shows how those relationships are measured with correlation coefficients and illustrates the uses of correlations, their limitations and how often and how easily they can be misused.
KnowMo
Understanding Correlation and Scatter Graphs
This video explains the concept of correlation and how it can be identified using scatter graphs. It discusses positive correlation, where two variables increase together, and negative correlation, where one variable increases while the...
Curated Video
How to Draw a Scatter Diagram and Make Conclusions Based on Correlation
The video teaches how to draw a scatter diagram and make conclusions based on the correlation from that corresponding scatter diagram. Exploratory and response variables are introduced and various types of correlations are explained,...
Curated Video
Assessing the Strength of Linear Association with Correlation Coefficient
In this lesson, students will learn how to assess the strength of a linear association between two variables by using the correlation coefficient. They will understand how to interpret positive and negative correlations based on the...
Curated Video
Introduction to Scatter Plots and Interpretation
This lesson on scatter plots teaches students how to interpret and create scatter plots to show relationships between two sets of data. It covers positive and negative linear relationships, non-linear relationships, and no correlation....
Global Health with Greg Martin
Epidemiology - the backbone of public health
Epidemiology underpins everything we do in public health and global health. Epidemiology is more than just research methods and qualitative and quantitative study design. It's about understanding the distribution of states of health and...
Professor Dave Explains
Astrology: Fact or Fiction?
A significant percentage of the population believes in astrology. This is the notion that the positions of the stars and planets in the sky at the moment of your birth have an influence on your characteristics, and that their positions...
ShortCutsTv
Laboratory Experiments in Psychology
This film uses some famous psychological experiments (such as Bandura's BoBo doll and Loftus's Eyewitness Testimony) to show, rather than simply tell, students: what is meant by the experimental method in psychology, how laboratory...
Why U
Algebra 14 - Scatter Plots
Scatter plots are a powerful method of visualizing relations between sets of numeric values. As an example, trends in a binary relation between the height and weight of a group of people could be graphed and analyzed by using a scatter...
Curated Video
Calculating Correlation Coefficient Using a Graphing Calculator
This video lesson teaches students how to calculate the correlation coefficient using a graphing calculator. It explains the conditions that must be met for linear correlation, the concept of residuals, and the relationship between the...
Sprouts Learning
The Scientific Method: Steps, Examples, Tips and Exercise
The scientific method is an important tool to solve problems and learn from our observations.
Flipped Math
Experimental Design
Experimentally, come up with a study design. Learners hear about different types of study designs, observational studies, and experiments. They identify the subjects, response variable, treatment, and whether there was a cause and...
Flipped Math
Correlation
Determine how close the line is to the scatter plot. Clear video instruction shows how to plot a scatter plot and find the best fit line using the linear regression function on a calculator. Pupils use the information from the calculator...
Flipped Math
Best Fit Lines
What fits best? Pupils watch a video that reviews creating a scatter plot. Learners develop an understanding of correlation and determine whether it is moderate, strong, or none as well as positive or negative. Finally, they use a...
Corbett Maths
Scatter Graphs: Correlation
How does understanding correlate with instruction? A systematic lesson describes the different types of correlation as well as how to determine the strength of the correlation. After watching the video, learners complete practice...
Corbett Maths
Scatter Graphs
No scatter brains here—only graphs! A thorough video lesson begins by describing the process of plotting data to create a scatter plot. The instructor goes on to explain how to draw a line of best fit and then use it to make some...
Crash Course
Correlation Doesn't Equal Causation: Crash Course Statistics #8
There's likely a strong correlation between watching the video and learning about causation. Scholars hear about different types of correlation and correlation coefficients through the informative YouTube video. They also see how...
Mathed Up!
Scatter Graphs
Make an estimate by getting in line. The class works with scatter plots and lines of best fit to make an estimate for given values. Pupils determine whether there is a positive or negative correlation and draw a best-fit line. Using the...
National Education Association
Inappropriate Data Usage
Correlate the responses to identify the cause. A resource presents how individuals sometimes confuse the issue between correlation and causation. The video provides examples of different variables that are correlated — but one does...
Northeast Arkansas Education Cooperative
Scatter Plots
Show learners how to plot data to determine correlation. A data analysis video gives examples of positive, negative, and no correlation between variables. The final example plots real-life data, provides a line of best fit, and...
Curated OER
What Does it Mean To Have No Correlation?
What does it mean when a scatter plot graph shows that there is no correlation? Does it have something to do with the slope of the line of fit? Yes, it certainly does have to do with the line of fit. If the slope of the line is zero,...
Curated OER
How Do You Use a Scatter Plot to Find a Positive Correlation?
You can use a scatter plot to determine if there is a positive, negative, or no correlation between the given data. After graphing data you need to find a line of fit, a line that best represents the data you've graphed. It will be the...
Curated OER
How Do You Use a Scatter Plot to Find No Correlation?
How do you determine the correlation in a set of data? Plot the data, find the line of fit, then use that line to determine if the correlation is positive, negative, or no correlation. This tutorial demonstrates that when a line of fit...