The Following is a Video MOOT (Massively Open Online Video Textbook):
Introduction to Statistics (and Excel)
Chapter 1: Populations, Samples, and Design
HOW TO VIDEO Dr Ami Gates MOOT Intro Stats Populations and Samples
https://www.youtube.com/watch?v=iQulIoQyDso
HOW TO VIDEO Dr Ami Gates MOOT Intro Stats Sampling Methods, Population and Sample, Experimental versus Observational Studies
https://www.youtube.com/watch?v=09LQ-bjJOHI
Chapter 2: Data Types and Levels of Measurement
HOW TO VIDEO Dr Ami Gates MOOT Intro Stats Data Types Levels
https://www.youtube.com/watch?v=dIzLWJzcYyg
Chapter 3: Graphs and Charts (with Excel)
HOW TO VIDEO Dr Ami Gates MOOT Intro Stats Stem and Leaf Plot
https://www.youtube.com/watch?v=wsgtSfT0RAY
HOW TO VIDEO Dr Ami Gates MOOT Intro Stats Frequency Tables (Relative and Cumulative)
https://www.youtube.com/watch?v=2jq1Z_rDikU
HOW TO VIDEO Dr Ami Gates MOOT Intro Stats Making Bar Graphs Excel
http://youtu.be/W6_msIr2RxM
HOW TO VIDEO Dr Ami Gates MOOT Intro Stats Making Pie Graphs Excel
http://youtu.be/IRuYY3b5bRI
Chapter 4: Numerical Measures (Center and Variation with Excel)
Video: HOW TO VIDEO Dr Ami Gates MOOT Intro Stats Mean Median Mode Excel
https://www.youtube.com/watch?v=W-O5slGT5sw
Video: HOW TO VIDEO Dr Ami Gates MOOT Intro to Stats Variance and Standard Deviation by Hand and with Excel
https://www.youtube.com/watch?v=ssF5IaYrdY0
Website: Sample Variance and Standard Deviation by Hand
http://www.mathandstatistics.com/learn-stats/sample-variance-and-stddev-by-hand
Chapter 5: Distributions, Shapes of Datasets, the Empirical Rule, and Using the z-Table and z-Scores for probability
Topics also include using Excel, sampling in Excel, randomizing data in Excel, creating histograms to look at distributions of data.
Normal Probability, Using the z-Table, Calculating z-Values (z-Scores) and Calculating Normal Probability (area under the curve for values and ranges above, below, and between)
https://www.youtube.com/watch?v=j4E665t-p-E&list=UU-Kt_pM9sQ8BMI9O7O7oJQg
An explanation and Excel Illustration of the Central Limit Theorem (CLT)
https://www.youtube.com/watch?v=HnsdjBNoQW4&list=UU-Kt_pM9sQ8BMI9O7O7oJQg
Introduction to Distributions, Shapes of Datasets, Normal, Skewed, Uniform, and Bimodal
https://www.youtube.com/watch?v=iul-GarbN5M&list=UU-Kt_pM9sQ8BMI9O7O7oJQg
Normal Probabilities and the Empirical (68-95-99.7 Rule)
https://www.youtube.com/watch?v=ykw1Kd1lh44&list=UU-Kt_pM9sQ8BMI9O7O7oJQg
Website: How to Find the Probability Using the Empirical Rule (also called 50-34-14 or 95-68-34)
http://www.mathandstatistics.com/learn-stats/using-the-empirical-rule-95-68-34-or-50-34-14
Website: HOW TO Find the Probability BETWEEN to Values using the z Table
http://www.mathandstatistics.com/learn-stats/finding-normal-probability-using-the-z-table
Website: Calculating z scores when the sample size is LARGER THAN ONE (n>1)
Getting the Analysis Toolpak in Excel
http://www.mathandstatistics.com/new-page-1/learn-excel-for-stats/intro-to-excel
Chapter 6: Correlation (r-value), Scatterplots, Trendline (regression) Equation, Prediction
HOW TO VIDEO Dr Ami Gates MOOT Intro Stats Correlation Scatterplots Prediction Trendline (Regression Line & Prediction) Excel
https://www.youtube.com/watch?v=P6LwhM_pDuA
HOW TO VIDEO Dr Ami Gates Using Excel Correlation scatterplots regression
https://www.youtube.com/watch?v=nKAd1U_1yl8
HOW TO Video Dr Ami Gates Data Analysis from Google Forms And Correlation in Excel
https://www.youtube.com/watch?v=UDRtF1Evq8I
Chapter 7: Confidence Intervals, Sample Sizes, Error (E)
Visual Tutorial Step by Step: Dr Ami Gates MOOT Intro Stats Confidence Interval for Population Mean
http://www.mathandstatistics.com/learn-stats/confidence-intervals/confidence-intervals-for-means
Visual Tutorial Step by Step: Dr Ami Gates MOOT Intro Stats Confidence Interval for Population Proportions
Visual Tutorial Step by Step: Dr. Ami Gates MOOT Intro Stats Finding Critical Values (zc) with the z-table
http://www.mathandstatistics.com/learn-stats/finding-z-critical-values
Visual Tutorial Step by Step: Dr. Ami Gates MOOT Intro Stats Finding Minimum Sample Size for Mean given Confidence Interval
Visual Tutorial Step by Step: Dr. Ami Gates MOOT Intro Stats Finding “E” the Error for Confidence Intervals
http://www.mathandstatistics.com/learn-stats/confidence-intervals/confidence-intervals-for-means
Visual Tutorial Step by Step: Dr. Ami Gates MOOT Intro Stats Finding Confidence Intervals for Proportions
http://www.mathandstatistics.com/learn-stats/confidence-intervals/confidence-intervals-for-proportions
HOW TO VIDEO: Dr Ami Gates Confidence Intervals Using Excel
http://www.mathandstatistics.com/new-page-1/learn-excel-for-stats/excel-confidence-intervals
Chapter 8: Hypothesis Testing z and t
Visual Tutorial Step by Step: Dr. Ami Gates MOOT Intro Stats Finding Critical Values (zc) with the z-table
http://www.mathandstatistics.com/learn-stats/finding-z-critical-values
Visual Tutorial Step by Step Dr Ami Gates MOOT Intro Stats One-Tailed z-test Hypothesis test
Visual Tutorial Step by Step Dr Ami Gates MOOT Intro Stats Two-Tailed z-test Hypothesis test
Visual Tutorial Step by Step Dr Ami Gates MOOT Intro Stats Independent Samples t-test
http://www.mathandstatistics.com/learn-stats/hypothesis-testing/independent-samples-t-test-by-hand
Visual Tutorial Step by Step Dr Ami Gates MOOT Intro Stats Single Sample t-test
Using Excel Videos for Hypothesis Testing (z-test, t-test, ANOVA, Pivot Tables)
Video: HOW TO VIDEO Dr Ami Gates Using Excel for z-test hypothesis one-tail
https://www.youtube.com/watch?v=SMKkiKMs4LU
HOW TO Video Dr Ami Gates Intro Stats MOOT Data Analysis from Google Forms and the t-test in Excel
https://www.youtube.com/watch?v=4Fo7wjfO1jE
HOW TO Video Dr Ami Gates Data Excel, Google Forms , Paired Data t-test
https://www.youtube.com/watch?v=SWqN27kNCUQ
Pivot Tables and ANOVA Testing Using Excel
HOW TO Video Dr Ami Gates Using Excel Data Analysis One way ANOVA and T-Test and Pivot Tables
https://www.youtube.com/watch?v=2Wqi7m5gHvE
HOW TO Video Dr Ami Gates Data MOOT Analysis from Google Forms Pivot Tables in Excel
https://www.youtube.com/watch?v=4GpH6PZWTn8
HOW TO Video Dr Ami Gates MOOT Data Analysis from Google Forms Pivot Tables and Graphs in Excel
https://www.youtube.com/watch?v=1ud7z9fqw6k
Tutorials and Examples: One-Way ANOVA Dr Ami Gates
http://www.mathandstatistics.com/new-page-1/learn-excel-for-stats/one-way-anova-in-excel