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Stochastic Estimation and Control
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CC BY-NC-SA
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The major themes of this course are estimation and control of dynamic systems. Preliminary topics begin with reviews of probability and random variables. Next, classical and state-space descriptions of random processes and their propagation through linear systems are introduced, followed by frequency domain design of filters and compensators. From there, the Kalman filter is employed to estimate the states of dynamic systems. Concluding topics include conditions for stability of the filter equations.

Subject:
Applied Science
Engineering
Mathematics
Material Type:
Full Course
Provider Set:
MIT OpenCourseWare
Author:
Velde, Wallace
Date Added:
09/01/2004
The T Distribution
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CC BY-NC-SA
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This applet allows the user to adjust the degrees of freedom of the T Distribution with a slider or manual input. The applet allows the user to fix the x and or y axes. The user immediately sees how this affects the shape of the graph.

Subject:
Mathematics
Statistics and Probability
Material Type:
Activity/Lab
Provider:
Consortium for the Advancement of Undergraduate Statistics Education
Provider Set:
Causeweb.org
Author:
C.Anderson-Cook, S.Dorai-Raj, T.Robinson, Virginia Tech Department of Statistics
Date Added:
02/16/2011
T Probabilities
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CC BY-NC-SA
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The applet in this section allows you to see how the T distribution is related to the Standard Normal distribution by calculating probabilities. The T distribution is primarily used to make inferences on a Normal mean when the variance is unknown.

Subject:
Mathematics
Statistics and Probability
Material Type:
Activity/Lab
Provider:
Consortium for the Advancement of Undergraduate Statistics Education
Provider Set:
Causeweb.org
Author:
Anderson-Cook, C.
C. Anderson-Cook
Dorai-Raj, S.
Robinson, T.
S. Dorai-Raj
T. Robinson
Date Added:
02/16/2011
Understanding Data Mining
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Educational Use
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Students learn basic data analysis tools and techniques in AP Statistics, but often don’t work with large sets of real-world data. This project gives students exposure to how data is analyzed in many of America’s top corporations, universities and banks. By using multiple input variables, students learn how to develop realistic prediction models for the demand for goods and services.

Subject:
Mathematics
Statistics and Probability
Material Type:
Lesson Plan
Provider:
North Carolina State University
Provider Set:
Kenan Fellows Program for Curriculum and Leadership Development
Author:
Celia Rowland
Date Added:
03/03/2016
The Weibull Distribution
Conditional Remix & Share Permitted
CC BY-NC-SA
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This applet allows the user to adjust the alpha (rate) and the beta (scale) parameters of the Gamma distribution with a slider or manual input. The user can also indicate a model (density, hazard, or reliability).

Subject:
Mathematics
Statistics and Probability
Material Type:
Activity/Lab
Provider:
Consortium for the Advancement of Undergraduate Statistics Education
Provider Set:
Causeweb.org
Author:
C.Anderson-Cook, S.Dorai-Raj, T.Robinson, Virginia Tech Department of Statistics
Date Added:
02/16/2011
What Happens if You Guess?
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CC BY-NC-ND
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Will it rain tomorrow? How likely is your favorite team to win the Super Bowl? Questions like these are answered through the mathematics of probability. Watch this artistic visualization of your odds of passing a test if you don't know any of the answers.

Subject:
Mathematics
Material Type:
Lecture
Provider:
TED
Provider Set:
TED-Ed
Author:
Leigh Nataro
Date Added:
12/27/2013
When Does 50-50 Become 50-50?
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Educational Use
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In this video segment from Cyberchase, Bianca goes on a quest to find out if a coin toss really is a 50-50 proposition.

Subject:
Mathematics
Material Type:
Lecture
Provider:
PBS LearningMedia
Provider Set:
PBS Learning Media: Multimedia Resources for the Classroom and Professional Development
Author:
U.S. Department of Education
WNET
Date Added:
09/12/2008