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Discrete Random Variables in Statistics

Course Reviews

Track :

Mathematics

Lessons no : 26

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What will you learn in this course?
  • Understand the fundamental concepts of discrete random variables and their probability distributions in statistical analysis
  • Apply probability mass functions to model discrete random variables in real-world scenarios
  • Calculate expected values, variances, and other moments for discrete random variables accurately
  • Identify and interpret common discrete distributions such as Binomial, Poisson, and Geometric in practical contexts
  • Analyze and solve problems involving discrete random variables using statistical methods and formulas
  • Utilize discrete random variables to perform hypothesis testing and inferential statistics effectively
  • Develop skills to model real-world data with appropriate discrete probability distributions
  • Evaluate the suitability of different discrete distributions for various statistical applications
  • Implement computational tools to simulate and analyze discrete random variables in statistical software
  • Communicate insights and findings from discrete random variable analysis clearly and effectively

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Lessons | 26
Statistics Ch 5 Discrete Random Variable 1 of 27 What is a Random Variable
00:04:14

Statistics Ch 5 Discrete Random Variable 1 of 27 What is a Random Variable
Statistics Ch 5 Discrete Random Variable 2 of 27 What is a Discrete Random Variable
00:03:07

Statistics Ch 5 Discrete Random Variable 2 of 27 What is a Discrete Random Variable
Statistics Ch 5 Discrete Random Variable 3 of 27 Probability of Making a Basket per 100 Tries
00:06:51

Statistics Ch 5 Discrete Random Variable 3 of 27 Probability of Making a Basket per 100 Tries
Statistics Ch 5 Discrete Random Variable 4 of 27 A Discrete Random Variable Example
00:03:11

Statistics Ch 5 Discrete Random Variable 4 of 27 A Discrete Random Variable Example
Statistics Ch 5 Discrete Random Variable 5 of 27 What is the Probability Distribution
00:02:16

Statistics Ch 5 Discrete Random Variable 5 of 27 What is the Probability Distribution
Statistics Ch 5 Discrete Random Variable 6 of 27 The Probability Histogram
00:03:23

Statistics Ch 5 Discrete Random Variable 6 of 27 The Probability Histogram
Statistics Ch 5 Discrete Random Variable 7 of 27 The Probability Function
00:03:00

Statistics Ch 5 Discrete Random Variable 7 of 27 The Probability Function
Statistics Ch 5 Discrete Random Variable 8 of 27 The Two Basic Properties of Probabilities
00:02:35

Statistics Ch 5 Discrete Random Variable 8 of 27 The Two Basic Properties of Probabilities
Statistics Ch 5 Discrete Random Variable 9 of 27 Probability Function Example
00:03:53

Statistics Ch 5 Discrete Random Variable 9 of 27 Probability Function Example
Statistics Ch 5 Distcrete Random Variable 10 of 27 Determine the Probability Distribution
00:04:42

Statistics Ch 5 Distcrete Random Variable 10 of 27 Determine the Probability Distribution
Statistics Ch 5 Discrete Random Variable 11 of 27 Finding the Mean of a Probability Distribution
00:04:26

Statistics Ch 5 Discrete Random Variable 11 of 27 Finding the Mean of a Probability Distribution
Statistics Ch 5 Discrete Random Variable 12 of 27 Finding Variance of a Probability Distribution
00:05:22

Statistics Ch 5 Discrete Random Variable 12 of 27 Finding Variance of a Probability Distribution
Statistics Ch 5 Discrete Random Variable 13 of 27 Variance Summary Table
00:03:06

Statistics Ch 5 Discrete Random Variable 13 of 27 Variance Summary Table
Statistics Ch 5 Discrete Random Variable 14 of 27 Alternate Form of the Variance Equation
00:04:30

Statistics Ch 5 Discrete Random Variable 14 of 27 Alternate Form of the Variance Equation
Statistics Ch 5 Discrete Random Variable 15 of 27 Probability Distribution 3 Coins
00:04:56

Statistics Ch 5 Discrete Random Variable 15 of 27 Probability Distribution 3 Coins
Statistics Ch 5 Discrete Random Variable 16 of 27 Probability Distribution Multiple Choice
00:06:44

Statistics Ch 5 Discrete Random Variable 16 of 27 Probability Distribution Multiple Choice
Statistics Ch 5 Discrete Random Variable 17 of 27 The Binomial Probability Distribution
00:05:56

Statistics Ch 5 Discrete Random Variable 17 of 27 The Binomial Probability Distribution
Statistics Ch 5 Discrete Random Variable 18 of 27 The Binomial Probability Distribution
00:05:42

Statistics Ch 5 Discrete Random Variable 18 of 27 The Binomial Probability Distribution
Statistics Ch 5 Discrete Random Variable 19 of 27 The Binomial Probability Tree Diagram
00:05:44

Statistics Ch 5 Discrete Random Variable 19 of 27 The Binomial Probability Tree Diagram
Statistics Ch 5 Discrete Random Variable 20 of 27 Answers to the Questions of the Guess Test
00:05:49

Statistics Ch 5 Discrete Random Variable 20 of 27 Answers to the Questions of the Guess Test
Statistics Ch 5 Discrete Random Variable 21 of 27 Draw 5 cards with Replacement
00:05:21

Statistics Ch 5 Discrete Random Variable 21 of 27 Draw 5 cards with Replacement
Statistics Ch 5 Discrete Random Variable 22 of 27 Is x a Binomial Random Variable
00:05:15

Statistics Ch 5 Discrete Random Variable 22 of 27 Is x a Binomial Random Variable
Statistics Ch 5 Discrete Random Variable 23 of 27 Probability of Manufacturing Defective Matches
00:08:51

Statistics Ch 5 Discrete Random Variable 23 of 27 Probability of Manufacturing Defective Matches
Statistics Ch 5 Discrete Random Variable 24 of 27 Baskets from the Free Throw Line
00:03:31

Statistics Ch 5 Discrete Random Variable 24 of 27 Baskets from the Free Throw Line
Statistics Ch 5 Discrete Random Variable 25 of 27 The Mean of a Binomial Distribution
00:02:15

Statistics Ch 5 Discrete Random Variable 25 of 27 The Mean of a Binomial Distribution
Statistics Ch 5 Discrete Random Variable 26 of 27 Standard Deviation of a Binomial Distribution
00:02:40

Statistics Ch 5 Discrete Random Variable 26 of 27 Standard Deviation of a Binomial Distribution


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