Cumulative Distribution Functions and Probability Density Functions

This statistics video tutorial provides a basic introduction into cumulative distribution functions and probability density functions. The probability density function or pdf is f(x) which describes the shape of the distribution. It can tell you if you have a uniform, exponential, or normal distribution. The cumulative distribution function or cdf allows you to calculate the area under the curve to the left of some point of interest in order to evaluate the accumulated probability.

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Introduction to Probability:
   • Introduction to Probability, Basic Overvie...  

Probability Formulas:
   • Probability Formulas, Symbols & Notations ...  

Probability Explained:
   • Probability Explained!  

Probability With Geometry:
   • Probability With Geometry - Length, Area &...  

Probability of Complementary Events:
   • Probability of Complementary Events & Samp...  

Conditional Probability:
   • Conditional Probability With Venn Diagrams...  

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Independent and Dependent Events:
   • Probability - Independent and Dependent Ev...  

Probability of Mutual Exclusive Events:
   • Probability of Mutually Exclusive Events W...  

Multiplication and Addition Rule:
   • Multiplication & Addition Rule - Probabili...  

Compound Probability:
   • Compound Probability of Independent Events...  

Expected Value:
   • How To Calculate Expected Value  

Probability Tree Diagrams:
   • Probability Tree Diagrams  

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Bayes Theorem:
   • Bayes' Theorem of Probability With Tree Di...  

Probability - Binomial Distribution:
   • Finding The Probability of a Binomial Dist...  

Probability - Geometric Distribution:
   • Geometric Distribution - Probability, Mean...  

Probability - Poisson Distribution:
   • Introduction to Poisson Distribution - Pro...  

Continuous Probability Distributions:
   • Continuous Probability Distributions - Bas...  

Probability Density Functions:
   • Cumulative Distribution Functions and Prob...  

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Probability - Uniform Distributions:
   • Continuous Probability Uniform Distributio...  

Probability - Exponential Distributions:
   • Probability Exponential Distribution Problems  

Probability - Normal Distributions (Calculus):
   • Normal Distribution & Probability Problems  

Probability - Standard Normal Distributions:
   • Standard Normal Distribution Tables, Z Sco...  

Probability - The Law of Large Numbers:
   • Law of Large Numbers  

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