Lecture Notes · Lecture Notes
MIT OpenCourseWare
Quantifying Uncertainty
Art: US Army, US Weather map from 1872, 1872 · Public domain
- Instructor
- Dr. Sai Ravela
- Term
- Fall 2012
- Level
- Undergraduate, Graduate
- What's inside
- 1 lecture note · 25 other files · 4 web pages
- Materials open
- MIT OCW
About this course
Source: MIT OpenCourseWare 12.S990 Quantifying Uncertainty, Fall 2012, Dr. Sai Ravela — original course page on ocw.mit.edu ↗. License: CC BY-NC-SA 4.0. Study order: MIT's own listing order, section by section. Taken from MIT's published course files, downloaded from ocw.mit.edu on September 23, 2026. How RedLectern is built.
Materials are grouped the way MIT organized them. A verified, course-wide order has not been established here.
Before you start
Prerequisites are not listed here. Check MIT's own syllabus for this course.
How this course was organized
What's here, and what isn't
- A lecture sequence of 9 items is confirmed. No assignments or exams were found for this course, so it stays as organized materials rather than a full course order.
Not included here
51 items from the source could not be safely included:
- MIT's page format for this item wasn't recognized clearly enough to place it safely. (51 items)
Materials by section
Grouped by section, as MIT organized them. Not sequenced or ordered.
Lecture Notes
9 files
- Quantifying Uncertainty Download
- Quantifying Uncertainty, Lecture 1 Download
- Quantifying Uncertainty, Lecture 2-3 Download
- Quantifying Uncertainty, Lecture 4-5 Download
- Quantifying Uncertainty, Lecture 6 Download
- Quantifying Uncertainty, Lecture 7-8 Download
- Quantifying Uncertainty, Lecture 9 Download
- Quantifying Uncertainty, Lecture 10 Download
- Quantifying Uncertainty, Lecture 11 Download
Projects
- Probabilistic Collocation Method (PCM) for modeling response of GEOS-Chem simulations to model parameter uncertainties Download
- Explanation for each slide of "Probabilistic Collocation Method (PCM) for modeling response of GEOS-Chem simulations to model parameter uncertainties" Download
- Factor analysis techniques in single-particle aerosol mass spectrometry Download
Tools
9 files
Other materials from this course
Course outline
Lecture Notes · Lecture Notes
Lecture 2: In A Linear World (PDF)
Lecture Notes · Lecture Notes
Lecture 3: Ensemble Filter Smoother (PDF)
Lecture Notes · Lecture Notes
Lecture 4: Exponential Family (PDF)
Lecture Notes · Lecture Notes
Lecture 5: Expectation Maximization and Model Selection (PDF)
Lecture Notes · Lecture Notes
Lecture 6: Markov Chain Monte Carlo (PDF)
Lecture Notes · Lecture Notes
Lecture 7: Hierarchical Bayesian Models (PDF)
Lecture Notes · Lecture Notes
Lecture 8: Particle Filter (PDF)
Lecture Notes · Lecture Notes
Lecture 9: Graphical Models (PDF)
MIT OpenCourseWare, Dr. Sai Ravela, 12.S990 Quantifying Uncertainty, Fall 2012.
License: CC BY-NC-SA 4.0 · Edition: Fall 2012 · Open the original course on OCW ↗
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