2016
11:42 hours
├── 01 Review of Vectors, Matrices, Lists and Functions
│ ├── 001 Course Introduction.mp4
│ ├── 002 Install R and RStudio.mp4
│ ├── 003 Review Vectors, Matrices, Lists part 1.jpeg
│ ├── 003 Review Vectors, Matrices, Lists part 1.mp4
│ ├── 004 Review Vectors, Matrices, Lists part 2.mp4
│ ├── 005 Sequences and Replications part 1.mp4
│ ├── 006 Sequences and Replications part 2.mp4
│ ├── 007 Sort and Order.mp4
│ ├── 008 Creating a Matrix part 1.mp4
│ ├── 009 Using Matrices part 2.mp4
│ ├── 010 List Structures and Horsekicks part 1.mp4
│ ├── 011 Dpois Function and Horsekicks part 2.mp4
│ ├── 012 Sampling from a Dataframe.mp4
│ └── 013 Section 1 Exercises.mp4
├── 02 Simulation Examples Tossing a Coin
│ ├── 001 R Expressions Exercises Answers part 1.mp4
│ ├── 002 R Expressions Exercises Answers part 2.mp4
│ ├── 003 Introduction to Simulation A Game of Tossing a Coin part 1.mp4
│ ├── 004 Introduction to Simulation A Game of Tossing a Coin part 2.mp4
│ ├── 005 Write a Simulation Function part 1.mp4
│ ├── 006 Write a Simulation Function part 2.mp4
│ ├── 007 Continue Coin Tossing Simulation part 3.mp4
│ └── 008 Continue Coin Tossing Simulation part 4.mp4
├── 03 Simulation Examples Returning Checked Hats
│ ├── 001 Random Permutations Hat Problem part 1.mp4
│ ├── 002 Random Permutations Hat Problem part 2 .mp4
│ ├── 003 Random Permutations Hat Problem part 3.mp4
│ ├── 004 Random Permutations Hat Problem part 4.mp4
│ ├── 005 Random Permutations Hat Problem part 5.mp4
│ ├── 006 Random Permutations Hat Problem part 6.mp4
│ └── 007 Checking Hats Exercise.mp4
├── 04 Simulation Examples Collecting Baseball Cards and Streaky Behavior
│ ├── 001 Solution to Checking Hats Exercise.mp4
│ ├── 002 Collecting Baseball Cards Simulation part 1.mp4
│ ├── 003 Collecting Baseball Cards Simulation part 2.mp4
│ ├── 004 Collecting Baseball Cards Simulation part 3.mp4
│ ├── 005 Collecting Baseball Cards Simulation part 4.mp4
│ ├── 006 Collecting Quarters Exercise.mp4
│ ├── 007 Collecting State Quarters Exercise Solution.mp4
│ ├── 008 Streaky Baseball Batting Behavior part 1.mp4
│ ├── 009 Streaky Baseball Batting Behavior part 2.mp4
│ ├── 010 Streaky Baseball Batting Behavior part 3.mp4
│ └── 011 Streaky Behavior Exercise.mp4
├── 05 Monte Carlo Methods for Inference
│ ├── 001 Solution to Streaky Behavior Exercise.mp4
│ ├── 002 Using Monte Carlo Simulation to Estimate Inference.mp4
│ ├── 003 Sleepless in Seattle part 1.mp4
│ ├── 004 Sleepless in Seattle part 2.mp4
│ ├── 005 Applying Monte Carlo Methods to Inference part 1.mp4
│ ├── 006 Applying Monte Carlo Methods to Inference part 2.mp4
│ ├── 007 Applying Monte Carlo Methods to Inference part 3.mp4
│ ├── 008 Applying Monte Carlo Methods to Inference part 4.mp4
│ ├── 009 Applying Monte Carlo Methods to Inference part 5.mp4
│ ├── 010 Comparing Estimators The Taxi Problem part 1.mp4
│ ├── 011 Comparing Estimators The Taxi Problem part 2.mp4
│ └── 012 Late to Class Again Exercise.mp4
├── 06 Stochastic Simulation and Random Variable Generation
│ ├── 001 Late to Class Again Exercise Solution.mp4
│ ├── 002 What is Stochastic Simulation .mp4
│ ├── 003 Simulation and Random Variable Generation part 1.mp4
│ ├── 004 Simulation and Random Variable Generation part 2.mp4
│ ├── 005 Simulation and Random Variable Generation part 3.mp4
│ ├── 006 Simulating Discrete Random Variables part 1.mp4
│ ├── 007 Simulating Discrete Random Variables part 2.mp4
│ ├── 008 Simulating Discrete Random Variables part 3.mp4
│ ├── 009 Root Finding Newton-Raphson Technique part 1.mp4
│ ├── 010 Root Finding Newton-Raphson Technique part 2.mp4
│ └── 011 Create Random Variables Exercise.mp4
├── 07 Inverse and General Transforms
│ ├── 001 Create Random Variables Exercise Solution part 1.mp4
│ ├── 002 Create Random Variables Exercise Solution part 2.mp4
│ ├── 003 Inverse Transforms part 1.mp4
│ ├── 004 Inverse Transforms part 2.mp4
│ ├── 005 General Transformations part 1.mp4
│ ├── 006 General Transformations part 2.mp4
│ ├── 007 Accept-Reject Method part 1.mp4
│ ├── 008 Accept-Reject Method part 2.mp4
│ └── 009 Accept-Reject Methods part 3.mp4
├── 08 Simulating Numerical Integration
│ ├── 001 Random Variable Exercise Solution part 1.mp4
│ ├── 002 Random Variable Exercise Solution part 2.mp4
│ ├── 003 Introduction to Simulating Numerical Integration part 1.mp4
│ ├── 004 Introduction to Simulating Numerical Integration part 2.mp4
│ ├── 005 Simpsons Rule for Trapezoidal Approximation.mp4
│ ├── 006 Simulating Numerical Integration part 1.mp4
│ ├── 007 Simulating Numerical Integration part 2.mp4
│ ├── 008 More on Simpsons Rule.mp4
│ ├── 009 Simpsons Rule with phi Functions.mp4
│ ├── 010 Phi Functions Exercises.mp4
│ ├── 011 Hit and Miss part 1.mp4
│ └── 012 Hit and Miss part 2.mp4
├── 09 Permutation Tests
│ ├── 001 Phi Functions Numerical Integration Exercise Solution.mp4
│ ├── 002 Permutation Tests on a Distribution Chckwts Example part 1.mp4
│ ├── 003 Permutation Tests on a Distribution Chckwts Example part 2.mp4
│ ├── 004 Permutation Tests on a Distribution Chckwts Example part 3.mp4
│ ├── 005 Permutation Tests on a Distribution Chckwts Example part 4.mp4
│ └── 006 Finish Permutation Tests and an Exercise.mp4
├── 10 Simulation Case Studies Seed Dispersal
│ ├── 001 Solution to Permutation Tests Exercises.mp4
│ ├── 002 Seed Dispersal Case Study Object Orientation.mp4
│ ├── 003 Seed Dispersal Case Creating Classes and Functions part 1.mp4
│ ├── 004 Seed Dispersal Case Creating Classes and Functions part 2.mp4
│ ├── 005 Seed Dispersal Case part 1.mp4
│ ├── 006 Seed Dispersal Case part 2.mp4
│ ├── 007 Seed Dispersal Case part 3.mp4
│ ├── 008 Seed Dispersal Case part 4.mp4
│ └── 009 Finish Seed Dispersal Case.mp4
└── 11 Simulation Case Studies The Spread of Epidemics and Forest Fires
├── 001 Spread of Epidemics Simulation Case Introduction.mp4
├── 002 Spread of Epidemics Case part 2.mp4
├── 003 Spread of Epidemics part 3.mp4
├── 004 Forest First Model Simulation.mp4
├── 005 Spread of Epidemics part 4.mp4
├── 006 Spread of Epidemics part 5.mp4
├── 007 Visualizing the Branching Process.mp4
└── 008 Finish Spread of Epidemics Model.mp4
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