This video gives an overview of statistics. Upon completing this video the student will be able to...

• Define statistics 
• Identify the different types of statistics

This video introduces the concept of variables. Upon completing this video the student will be able to...

• Define what a variable is 
• Identify the different types of variables
• Provide examples of the different types of variables

This video concludes the discussion on variables. Upon completing this video the student will be able to...

• Define what an independent and dependent variable are.
• Identify the various possibly relationships between variables.
• Identify the different types of statistics.

This video explains statistical notation. Upon completing this video the student will be able to...

• Interpret statistical notation
• Calculate the values contained in statistical notation

Brief introduction to survey design

This video provides a demo of how to install R on your computer. Upon completing this video the student will be able to...

• Install R on their computer.

This video provides an introduction to using R Studio. Upon completing this video the student will be able to...

• Identify the various panes in R Studio
• Perform basic  calculations
• Create objects for future calculations

This video provides an introduction to the role  of Functions in R. Upon completing this video the student will be able to...

• Define function
• Use functions to perform calculations

This video how to load data into R Studio. Upon completing this video the student will be able to...

• Load data from installed packages R Studio
• Load personal data in R Studio

This video explains the role of frequency tables in statistics. Upon completing this video the student will be able to...

• Create a frequency table for categorical variables
• Calculate percentage

This video provides demonstration of creating frequency tables R Studio. Upon completing this video the student will be able to...

• Develop a frequency table for a categorical variable in R Studio
• Employ various functions in R to achieve a purpose

This video provides an explanation of developing frequency tables for continuous variables. Upon completing this video the student will be able to...

• Define class, class interval, class limit, class boundaries, frequencies, percentages, cumulative percentages, and midpoints
• Calculate class, class interval, class limit, class boundaries, frequencies, percentages, cumulative percentages, and midpoints
• Develop a frequency table for continuous varibles

This video provides a demonstration of how to create several visualizations in R Studio. Upon completing this video the student will be able to...

• Create scatterplots
• Create histograms
• Create bar plots

This video provides a demonstration  of exporting figures from R Studio. Upon completing this video the student will be able to...

• Export figures from R Studio
• Copy and paste figures into a Word

This video explains various measures of central tendency. Upon completing this video the student will be able to...

• Define mean, median, and mode
• Calculate mean, median, and mode

This video demonstrates how to calculate various measures of central tendency in R Studio. Upon completing this video the student will be able to...

• Calculate mean and median in R Studio

This video compare and contrast mean vs median vs mode. It is OPTIONAL

This video defines ranges and also provides a demonstration of how to calculate it in R Studio. Upon completing this video the student will be able to...

• Define range
• Calculate range in R Studio

This video explains the role of variance and standard deviation. Upon completing this video the student will be able to...

• Define variance/standard deviation
• Calculate variance/standard deviation

This video is a demonstration of calculating variance/standard deviation in R Studio. Upon completing this video the student will be able to...

• Variance/standard deviation in R Studio

This video explains what quartiles are as well as how to understand box plots. Upon completing this video the student will be able to...

• Define quartiles
• Calculate quartiles
• Interpret box plot

This video demonstrates how to calculate quartiles and create box plots in R Studio. Upon completing this video the student will be able to...

• Calculate quartiles in R Studio
• Develop box plots in R Studio

This video defines skew and kurtosis. Upon completing this video the student will be able to...

• Define skew and kurtosis
• Interpret skew and kurtosis

This video provides an example of how to calculate kurtosis and skew in R Studio. Upon completing this video the student will be able to...

• Calculate skew and kurtosis in R Studio

This video explains the core concepts of probability. Upon completing this video the student will be able to...

• Define probability, event, and sample space

• Compare discrete probability with continuous probability

A brief look at Bayesian probability. This video is OPTIONAL

A review of the first half of the course. This video is OPTIONAL

This video explains the role of the normal distribution. Upon completing this video the student will be able to...

• Identify the characteristics of a normal distribution
• Explain the central limit theorem 
• Integrate knowledge of standard deviation with the normal distribution

This video explains the standard normal distribution. Upon completing this video the student will be able to...

• Observe the differences between the normal distribution and the standard normal distribution
• Calculate z-scores

This video takes a closer look at different distributions used in statistics. It is OPTIONAL

This video explains confidence intervals. Upon completing this video the student will be able to...

• Define confidence intervals, alpha, 
• Explain the steps for calculating confidence intervals

This video demonstrates how to calculate confidence intervals in R Studio. Upon completing this video the student will be able to...

• Calculate the confidence interval in R Studio
• Interpret confidence intervals

This video explains confidence intervals for proportions. Upon completing this video the student will be able to...

• Calculate confidence intervals for proportions.

This video demonstrates how to calculate confidence intervals for proportions in R. Upon completing this video the student will be able to...

• Calculate confidence intervals for proportions in R Studio

This video explains hypothesis and their role in statistics. Upon completing this video the student will be able to...

• Define the types of hypotheses
• Integrate knowledge of standard deviation, alpha, and distribution in the use of hypothesis testing

This video explains the use and calculation of the one sample t-test. Upon completing this video the student will be able to...

• Execute the steps for calculating the one-sample t-test
• Interpret the results of a one sample t-test

This video provides an example of calculating a one sample t-test in R Studio. Upon completing this video the student will be able to...

• Calculate the one sample t-test in R Studio

This video explains how to calculate a t-test for proportions. Upon completing this video the student will be able to...

• Calculate a t-test for proportions
• Interpret the results of a t-test for proportions

This video demonstrates  how to calculate a t-test for proportions in R. Upon completing this video the student will be able to...

• Calculate a t-test for proportions in R Studio