Statistics (Full Length Videos)

Topics: Data Analysis and Interpretation, Data Descriptors, Probability, Binomial and Normal Distributions, Confidence Intervals, and Hypothesis testing with One Sample.

Curated by: Professor Leonard (28 videos)

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Currently Playing: Statistics Lecture 1.1: The Key Words and Definitions For Elementary Statistics

https://www.patreon.com/ProfessorLeonard Statistics Lecture 1.1: The Key Words and Definitions For Elementary Statistics

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Tracks in this Playlist

• Statistics Lecture 1.1: The Key Words and Definitions For Elementary Statistics
• Statistics Lecture 1.3: Exploring Categories of Data, Levels of Measurement
• Statistics Lecture 1.5: Sampling Techniques. How to Develop a Random Sample
• Statistics Lecture 2.2: Creating Frequency Distribution and Histograms
• Statistics Lecture 3.2: Finding the Center of a Data Set. Mean, Median, Mode
• Statistics Lecture 3.3: Finding the Standard Deviation of a Data Set
• Statistics Lecture 3.4: Finding Z-Score, Percentiles and Quartiles, and Comparing Standard Deviation
• Statistics Lecture 4.2: Introduction to Probability
• Statistics Lecture 4.3: The Addition Rule for Probability
• Statistics Lecture 4.4: The Multiplication Rule for "And" Probabilities.
• Statistics Lecture 4.5: Probability of Complementary Events with "At Least One"
• Statistics Lecture 4.7: Fundamental Counting Rule, Permutations and Combinations
• Statistics Lecture 5.2: A Study of Probability Distributions, Mean, and Standard Deviation
• Statistics Lecture 5.3: A Study of Binomial Probability Distributions
• Statistics Lecture 5.4: Finding Mean and Standard Deviation of a Binomial Probability Distribution
• Statistics Lecture 6.2: Introduction to the Normal Distribution and Continuous Random Variables
• Statistics Lecture 6.3: The Standard Normal Distribution. Using z-score, Standard Score
• Statistics Lecture 6.4: Sampling Distributions Statistics. Using Samples to Approx. Populations
• Statistics Lecture 6.5: The Central Limit Theorem for Statistics. Using z-score, Standard Score
• Statistics Lecture 7.2: Finding Confidence Intervals for the Population Proportion
• Statistics Lecture 7.3: Confidence Interval for the Sample Mean, Population Std Dev -- Known
• Statistics Lecture 7.4: Confidence Interval for the Sample Mean, Population Std Dev -- Unknown
• Statistics Lecture 7.5: Confidence Intervals for Variance and Std Dev. Chi-Squared Distribution.
• Statistics Lecture 8.2: An Introduction to Hypothesis Testing
• Statistics Lecture 8.3: Hypothesis Testing for Population Proportion
• Statistics Lecture 8.4: Hypothesis Testing for Population Mean. Population Std Dev is Known.
• Statistics Lecture 8.5: Hypothesis Testing for Population Mean. Population Std Dev is Unknown.
• Statistics Lecture 8.6: Hypothesis Testing Involving Variance and Standard Deviation.