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  • Massachusetts Institute of Technology
  • 15.070J | Advanced Stochastic Processes

15.070J | Advanced Stochastic Processes

  • Massachusetts Institute of Technology
  • 11 documents

Welcome to your ultimate resource for mastering 15.070J | Advanced Stochastic Processes! Our comprehensive study notes are designed to illuminate the intricate topics covered in this challenging course. With a focus on probability theory, Markov chains, and stochastic modeling, these materials will empower you to tackle even the most complex concepts with confidence. Our detailed lecture notes break down course concepts into digestible segments, ensuring you grasp the material thoroughly. To reinforce your understanding, we've included practical assignments that challenge you to apply what you've learned. Plus, our study guides simplify complex topics, making exam preparation a breeze. And don’t worry about getting stuck; our answer keys provide the solutions you need to verify your work and boost your confidence. Dive into your studies with us and elevate your understanding of stochastic processes!

Explore all documents for 15.070J | Advanced Stochastic Processes

Additional Materials: Martingales Convergence Theorem
Additional Materials: Martingales Convergence Theorem
Massachusetts Institute of Technology 15.070J | Advanced Stochastic Processes

Lecture Note

Lecture 13: Talagrand's Concentration Inequality
Lecture 13: Talagrand's Concentration Inequality
Massachusetts Institute of Technology 15.070J | Advanced Stochastic Processes

Lecture Note

Lecture 1: Metric Spaces
Lecture 1: Metric Spaces
Massachusetts Institute of Technology 15.070J | Advanced Stochastic Processes

Lecture Note

Lecture 20: Weak Convergence
Lecture 20: Weak Convergence
Massachusetts Institute of Technology 15.070J | Advanced Stochastic Processes

Lecture Note

Lecture 8: Quadratic Variation
Lecture 8: Quadratic Variation
Massachusetts Institute of Technology 15.070J | Advanced Stochastic Processes

Lecture Note

Lecture 21: Tightness of Measures
Lecture 21: Tightness of Measures
Massachusetts Institute of Technology 15.070J | Advanced Stochastic Processes

Lecture Note

Lecture 6: Intro Brownian Motion
Lecture 6: Intro Brownian Motion
Massachusetts Institute of Technology 15.070J | Advanced Stochastic Processes

Lecture Note

Lecture 15: Ito Сonstruction
Lecture 15: Ito Сonstruction
Massachusetts Institute of Technology 15.070J | Advanced Stochastic Processes

Lecture Note

Lecture 17: Ito Process and Formula
Lecture 17: Ito Process and Formula
Massachusetts Institute of Technology 15.070J | Advanced Stochastic Processes

Lecture Note

Lecture 2: Large Deviations Technique
Lecture 2: Large Deviations Technique
Massachusetts Institute of Technology 15.070J | Advanced Stochastic Processes

Lecture Note

Lecture 3: Cramér’s Theorem
Lecture 3: Cramér’s Theorem
Massachusetts Institute of Technology 15.070J | Advanced Stochastic Processes

Lecture Note

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