Outlined below are topics covered for the Statistics A-Level
I am slowly moving all the videos to my YouTube channel. Please use the Playlists to get to the videos in any topic. This work is ongoing.
Contents for Statistics A-Level Tutorials
Representing Data
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Median and Quartiles – Playlist
- Median, lower, upper quartiles and interquartile range for discrete data
- Exam Questions – Median, lower, upper quartiles and interquartile range for discrete data
- Cumulative frequency curves
- How to interpret class intervals
- Estimating the median, quartiles, percentiles from a grouped frequency table
- Exam Questions – Estimating the median from a grouped frequency table
- Exam Questions – Estimating the median from a histogram
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Standard Deviation – Playlist
- Standard deviation
- Exam Questions – Discrete data / standard deviation
- Exam Questions – Continuous data / standard deviation
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Statistical Diagrams – Playlist
- Stem and leaf diagrams
- Box and whisker plots
- Exam Questions – Box and whisker plots
- Exam Questions – Stem and leaf diagrams and box and whisker plots
- Histograms
- Exam Questions – Histograms
- Histograms – How to find the width and height of a class interval
- Exam Questions – Histograms, Finding the length and width of a rectangle
Probability
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Venn Diagrams – Playlist
- Venn diagrams
- 3 set problems
- Notation and defining regions
- Probability in Venn diagrams
- Conditional probability in Venn diagrams
- P(A∪B) and mutually exclusive events
- Past Exam Questions – Venn diagrams
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The Normal distribution
The Normal Distribution – Playlist
- The normal distribution
- Normal cumulative distribution function
- Inverse normal function to find observed values
- The standard normal distribution Z~N(0,1) – using tables or calculator
- Probabilities from a normal distribution using tables
- Exam Questions – Normal distribution, finding a probability
- Calculating the mean μ and standard deviation σ
- Exam Questions – Calculating the mean and standard deviation
- Exam Questions – Finding an observed value
Correlation and Linear Regression
Statistical Approximations
Normal Approximation to the Binomial Distribution – Playlist
- Continuity corrections
- The normal approximation to the binomial distribution
- Exam Questions – Normal approximation to the binomial distribution
Hypothesis Tests
Hypothesis Test – Binomial Distribution Playlist
- Test for a binomial proportion
- Lower tail test
- Upper tail test
- Critical values – lower tail test
- Critical values – upper tail test
- Two tailed test
- Exam Questions – Hypothesis tests: binomial distribution