R Programming for Simulation and Monte Carlo Methods

1. 10 Simulation Case Studies Seed Dispersal/009 Finish Seed Dispersal Case.mp493.19MB
2. 01 Review of Vectors, Matrices, Lists and Functions/002 Install R and RStudio.mp45.35MB
3. 01 Review of Vectors, Matrices, Lists and Functions/003 Review Vectors, Matrices, Lists part 1.mp433.28MB
4. 01 Review of Vectors, Matrices, Lists and Functions/004 Review Vectors, Matrices, Lists part 2.mp430.06MB
5. 01 Review of Vectors, Matrices, Lists and Functions/005 Sequences and Replications part 1.mp435.2MB
6. 01 Review of Vectors, Matrices, Lists and Functions/006 Sequences and Replications part 2.mp428.14MB
7. 01 Review of Vectors, Matrices, Lists and Functions/007 Sort and Order.mp427.33MB
8. 01 Review of Vectors, Matrices, Lists and Functions/008 Creating a Matrix part 1.mp449.83MB
9. 01 Review of Vectors, Matrices, Lists and Functions/009 Using Matrices part 2.mp420.02MB
10. 01 Review of Vectors, Matrices, Lists and Functions/010 List Structures and Horsekicks part 1.mp457.33MB
11. 01 Review of Vectors, Matrices, Lists and Functions/011 Dpois Function and Horsekicks part 2.mp448.41MB
12. 01 Review of Vectors, Matrices, Lists and Functions/012 Sampling from a Dataframe.mp421.46MB
13. 01 Review of Vectors, Matrices, Lists and Functions/013 Section 1 Exercises.mp411.32MB
14. 02 Simulation Examples Tossing a Coin/001 R Expressions Exercises Answers part 1.mp425.4MB
15. 02 Simulation Examples Tossing a Coin/002 R Expressions Exercises Answers part 2.mp430.75MB
16. 02 Simulation Examples Tossing a Coin/003 Introduction to Simulation A Game of Tossing a Coin part 1.mp437.79MB
17. 02 Simulation Examples Tossing a Coin/004 Introduction to Simulation A Game of Tossing a Coin part 2.mp439.59MB
18. 02 Simulation Examples Tossing a Coin/005 Write a Simulation Function part 1.mp444.16MB
19. 02 Simulation Examples Tossing a Coin/006 Write a Simulation Function part 2.mp416.67MB
20. 02 Simulation Examples Tossing a Coin/007 Continue Coin Tossing Simulation part 3.mp432.14MB
21. 02 Simulation Examples Tossing a Coin/008 Continue Coin Tossing Simulation part 4.mp442.09MB
22. 03 Simulation Examples Returning Checked Hats/001 Random Permutations Hat Problem part 1.mp419.46MB
23. 03 Simulation Examples Returning Checked Hats/002 Random Permutations Hat Problem part 2 .mp435.22MB
24. 03 Simulation Examples Returning Checked Hats/003 Random Permutations Hat Problem part 3.mp433.35MB
25. 03 Simulation Examples Returning Checked Hats/004 Random Permutations Hat Problem part 4.mp433.82MB
26. 03 Simulation Examples Returning Checked Hats/005 Random Permutations Hat Problem part 5.mp426.53MB
27. 03 Simulation Examples Returning Checked Hats/006 Random Permutations Hat Problem part 6.mp431.91MB
28. 03 Simulation Examples Returning Checked Hats/007 Checking Hats Exercise.mp413.8MB
29. 04 Simulation Examples Collecting Baseball Cards and Streaky Behavior/001 Solution to Checking Hats Exercise.mp427.39MB
30. 04 Simulation Examples Collecting Baseball Cards and Streaky Behavior/002 Collecting Baseball Cards Simulation part 1.mp438.44MB
31. 04 Simulation Examples Collecting Baseball Cards and Streaky Behavior/003 Collecting Baseball Cards Simulation part 2.mp432.6MB
32. 04 Simulation Examples Collecting Baseball Cards and Streaky Behavior/004 Collecting Baseball Cards Simulation part 3.mp429.9MB
33. 04 Simulation Examples Collecting Baseball Cards and Streaky Behavior/005 Collecting Baseball Cards Simulation part 4.mp446.35MB
34. 04 Simulation Examples Collecting Baseball Cards and Streaky Behavior/006 Collecting Quarters Exercise.mp42.45MB
35. 04 Simulation Examples Collecting Baseball Cards and Streaky Behavior/007 Collecting State Quarters Exercise Solution.mp438.74MB
36. 04 Simulation Examples Collecting Baseball Cards and Streaky Behavior/008 Streaky Baseball Batting Behavior part 1.mp426.48MB
37. 04 Simulation Examples Collecting Baseball Cards and Streaky Behavior/009 Streaky Baseball Batting Behavior part 2.mp434.48MB
38. 04 Simulation Examples Collecting Baseball Cards and Streaky Behavior/010 Streaky Baseball Batting Behavior part 3.mp425.43MB
39. 04 Simulation Examples Collecting Baseball Cards and Streaky Behavior/011 Streaky Behavior Exercise.mp419.1MB
40. 05 Monte Carlo Methods for Inference/001 Solution to Streaky Behavior Exercise.mp452.15MB
41. 05 Monte Carlo Methods for Inference/002 Using Monte Carlo Simulation to Estimate Inference.mp434.56MB
42. 05 Monte Carlo Methods for Inference/003 Sleepless in Seattle part 1.mp445.43MB
43. 05 Monte Carlo Methods for Inference/004 Sleepless in Seattle part 2.mp432.14MB
44. 05 Monte Carlo Methods for Inference/005 Applying Monte Carlo Methods to Inference part 1.mp443.05MB
45. 05 Monte Carlo Methods for Inference/006 Applying Monte Carlo Methods to Inference part 2.mp446.47MB
46. 05 Monte Carlo Methods for Inference/007 Applying Monte Carlo Methods to Inference part 3.mp468.25MB
47. 05 Monte Carlo Methods for Inference/008 Applying Monte Carlo Methods to Inference part 4.mp471.68MB
48. 05 Monte Carlo Methods for Inference/009 Applying Monte Carlo Methods to Inference part 5.mp459.53MB
49. 05 Monte Carlo Methods for Inference/010 Comparing Estimators The Taxi Problem part 1.mp437.82MB
50. 05 Monte Carlo Methods for Inference/011 Comparing Estimators The Taxi Problem part 2.mp442.95MB
51. 05 Monte Carlo Methods for Inference/012 Late to Class Again Exercise.mp46.51MB
52. 06 Stochastic Simulation and Random Variable Generation/001 Late to Class Again Exercise Solution.mp461.46MB
53. 06 Stochastic Simulation and Random Variable Generation/002 What is Stochastic Simulation .mp431.04MB
54. 06 Stochastic Simulation and Random Variable Generation/003 Simulation and Random Variable Generation part 1.mp447.13MB
55. 06 Stochastic Simulation and Random Variable Generation/004 Simulation and Random Variable Generation part 2.mp458.88MB
56. 06 Stochastic Simulation and Random Variable Generation/005 Simulation and Random Variable Generation part 3.mp426.46MB
57. 06 Stochastic Simulation and Random Variable Generation/006 Simulating Discrete Random Variables part 1.mp449.63MB
58. 06 Stochastic Simulation and Random Variable Generation/007 Simulating Discrete Random Variables part 2.mp441.28MB
59. 06 Stochastic Simulation and Random Variable Generation/008 Simulating Discrete Random Variables part 3.mp418.15MB
60. 06 Stochastic Simulation and Random Variable Generation/009 Root Finding Newton-Raphson Technique part 1.mp427.72MB
61. 06 Stochastic Simulation and Random Variable Generation/010 Root Finding Newton-Raphson Technique part 2.mp445.65MB
62. 06 Stochastic Simulation and Random Variable Generation/011 Create Random Variables Exercise.mp45.52MB
63. 07 Inverse and General Transforms/001 Create Random Variables Exercise Solution part 1.mp422.75MB
64. 07 Inverse and General Transforms/002 Create Random Variables Exercise Solution part 2.mp435.27MB
65. 07 Inverse and General Transforms/003 Inverse Transforms part 1.mp426.93MB
66. 07 Inverse and General Transforms/004 Inverse Transforms part 2.mp450.14MB
67. 07 Inverse and General Transforms/005 General Transformations part 1.mp429.9MB
68. 07 Inverse and General Transforms/006 General Transformations part 2.mp447.73MB
69. 07 Inverse and General Transforms/007 Accept-Reject Method part 1.mp432.78MB
70. 07 Inverse and General Transforms/008 Accept-Reject Method part 2.mp430.58MB
71. 07 Inverse and General Transforms/009 Accept-Reject Methods part 3.mp437.9MB
72. 08 Simulating Numerical Integration/001 Random Variable Exercise Solution part 1.mp442.25MB
73. 08 Simulating Numerical Integration/002 Random Variable Exercise Solution part 2.mp413.58MB
74. 08 Simulating Numerical Integration/003 Introduction to Simulating Numerical Integration part 1.mp425.77MB
75. 08 Simulating Numerical Integration/004 Introduction to Simulating Numerical Integration part 2.mp433.33MB
76. 08 Simulating Numerical Integration/005 Simpsons Rule for Trapezoidal Approximation.mp444.27MB
77. 08 Simulating Numerical Integration/006 Simulating Numerical Integration part 1.mp431.82MB
78. 08 Simulating Numerical Integration/007 Simulating Numerical Integration part 2.mp442.32MB
79. 08 Simulating Numerical Integration/008 More on Simpsons Rule.mp438.23MB
80. 08 Simulating Numerical Integration/009 Simpsons Rule with phi Functions.mp456.62MB
81. 08 Simulating Numerical Integration/010 Phi Functions Exercises.mp45.53MB
82. 08 Simulating Numerical Integration/011 Hit and Miss part 1.mp427.88MB
83. 08 Simulating Numerical Integration/012 Hit and Miss part 2.mp439.3MB
84. 09 Permutation Tests/001 Phi Functions Numerical Integration Exercise Solution.mp458.41MB
85. 09 Permutation Tests/002 Permutation Tests on a Distribution Chckwts Example part 1.mp450.95MB
86. 09 Permutation Tests/003 Permutation Tests on a Distribution Chckwts Example part 2.mp438.82MB
87. 09 Permutation Tests/004 Permutation Tests on a Distribution Chckwts Example part 3.mp446.36MB
88. 09 Permutation Tests/005 Permutation Tests on a Distribution Chckwts Example part 4.mp466.14MB
89. 09 Permutation Tests/006 Finish Permutation Tests and an Exercise.mp424.81MB
90. 10 Simulation Case Studies Seed Dispersal/001 Solution to Permutation Tests Exercises.mp437.36MB
91. 10 Simulation Case Studies Seed Dispersal/002 Seed Dispersal Case Study Object Orientation.mp446.33MB
92. 10 Simulation Case Studies Seed Dispersal/003 Seed Dispersal Case Creating Classes and Functions part 1.mp453MB
93. 10 Simulation Case Studies Seed Dispersal/004 Seed Dispersal Case Creating Classes and Functions part 2.mp452.53MB
94. 10 Simulation Case Studies Seed Dispersal/005 Seed Dispersal Case part 1.mp439.31MB
95. 10 Simulation Case Studies Seed Dispersal/006 Seed Dispersal Case part 2.mp437.54MB
96. 10 Simulation Case Studies Seed Dispersal/007 Seed Dispersal Case part 3.mp456.46MB
97. 10 Simulation Case Studies Seed Dispersal/008 Seed Dispersal Case part 4.mp473.6MB
98. 01 Review of Vectors, Matrices, Lists and Functions/001 Course Introduction.mp46.64MB
99. 11 Simulation Case Studies The Spread of Epidemics and Forest Fires/001 Spread of Epidemics Simulation Case Introduction.mp428.6MB
100. 11 Simulation Case Studies The Spread of Epidemics and Forest Fires/002 Spread of Epidemics Case part 2.mp424.62MB
101. 11 Simulation Case Studies The Spread of Epidemics and Forest Fires/003 Spread of Epidemics part 3.mp424.14MB
102. 11 Simulation Case Studies The Spread of Epidemics and Forest Fires/004 Forest First Model Simulation.mp445.56MB
103. 11 Simulation Case Studies The Spread of Epidemics and Forest Fires/005 Spread of Epidemics part 4.mp440.67MB
104. 11 Simulation Case Studies The Spread of Epidemics and Forest Fires/006 Spread of Epidemics part 5.mp468.68MB
105. 11 Simulation Case Studies The Spread of Epidemics and Forest Fires/007 Visualizing the Branching Process.mp415.2MB
106. 11 Simulation Case Studies The Spread of Epidemics and Forest Fires/008 Finish Spread of Epidemics Model.mp434.18MB