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Probability · Lecture 4 of 76 · 9:16
Uniform Probabilities on a Square
Study guide
What this lecture covers
This recitation problem asks: if two people each arrive at a lunch date at a random time within an hour of noon, and each waits only 15 minutes for the other, what is the probability they actually meet? It's used to practice building a sample space and probability law from scratch, and to connect a discrete version of a problem to its continuous counterpart.
The video first solves a simplified, discrete version of the problem (arrivals only in 15-minute increments) before extending it to the real, continuous case, where probability is measured as area.
Key ideas
- Grid sample space: pairing each person's arrival time as a point on a two-dimensional grid or square makes the geometry of the problem visible.
- Discrete uniform law: when every grid point is equally likely, probability is just a count of favorable outcomes divided by the total.
- From discrete to continuous: refining the arrival-time increments turns the grid into a continuous square, and the probability law becomes area instead of a point count.
- Probability as area: for a uniform continuous model, the probability of an event is the area of its region divided by the area of the whole sample space.
- Identifying the event geometrically: "arrive within 15 minutes of each other" becomes a diagonal strip on the square, and its area is found by subtracting two corner triangles from the full square.
Before you watch
- Know the discrete uniform law and the idea of assigning probability as area, both introduced in the first lecture of this course.
- Basic geometry (area of a square and a triangle) is needed for the final calculation.
Check your understanding
- Why does restricting arrival times to 15-minute increments make the problem easier to solve first?
- How does the sample space change when arrival times become continuous instead of discrete?
- Why does the region "they meet" form a diagonal strip on the square, and how is its area computed?
- If each person were willing to wait 30 minutes instead of 15, how would the strip's area change?
Chapters
- 0:00 <Untitled Chapter 1>
- 2:43 The Discrete Uniform Law
- 4:18 The Discrete Case
- 6:07 Event of Interest
From the YouTube description
MIT 6.041SC Probabilistic Systems Analysis and Applied Probability, Fall 2013
View the complete course: http://ocw.mit.edu/6-041SCF13
Instructor: Jimmy Li
License: Creative Commons BY-NC-SA
More information at http://ocw.mit.edu/terms
More courses at http://ocw.mit.edu
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