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rcc02007 committed Nov 8, 2017
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"\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Examples of Monte Carlo models:\n",
"- [Eigenvlaues in supercritical systems](https://link.springer.com/chapter/10.1007%2FBFb0049064)\n",
"- [average time between failures for reliability](http://www.egr.msu.edu/~mitraj/research/pubs/proc/singh-mitra_em_stdby_ias95.pdf)\n",
"- disordered materials (physics)\n",
"- [Calculation of the energy output of a wind farm](http://www.mdpi.com/1996-1073/9/4/286/pdf)\n",
"- [US Coast Guard rescue missions](https://en.wikipedia.org/wiki/Search_and_Rescue_Optimal_Planning_System)\n",
"- [Radiation shielding](http://www.sciencedirect.com/science/article/pii/S0920379612000580)\n",
"- [Predict number of asteroids that hit body of water](https://cneos.jpl.nasa.gov/sentry/intro.html)\n",
"- [Financial modeling](https://en.wikipedia.org/wiki/Monte_Carlo_methods_in_finance)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"- What is the standard deviation of the vector created with 'normrnd(100,10,[10000,1])'? (rounded to nearest 10)\n",
"- The bar is, on average,1mm x 2 mm and fails at 940 MPa. What is the average failure load?\n",
"- In statistics, we can describe precision and accuracy with two descriptions of our data. How do we do this?\n",
"- The ratio of point inside the circle to total is pi/4. What is the ratio of points outside the circle to total?\n"
]
},
{
"cell_type": "markdown",
"metadata": {
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29 changes: 29 additions & 0 deletions 14_stats_and_montecarlo/16_stats_and_montecarlo.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -40,6 +40,35 @@
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Examples of Monte Carlo models:\n",
"- [Eigenvlaues in supercritical systems](https://link.springer.com/chapter/10.1007%2FBFb0049064)\n",
"- [average time between failures for reliability](http://www.egr.msu.edu/~mitraj/research/pubs/proc/singh-mitra_em_stdby_ias95.pdf)\n",
"- disordered materials (physics)\n",
"- [Calculation of the energy output of a wind farm](http://www.mdpi.com/1996-1073/9/4/286/pdf)\n",
"- [US Coast Guard rescue missions](https://en.wikipedia.org/wiki/Search_and_Rescue_Optimal_Planning_System)\n",
"- [Radiation shielding](http://www.sciencedirect.com/science/article/pii/S0920379612000580)\n",
"- [Predict number of asteroids that hit body of water](https://cneos.jpl.nasa.gov/sentry/intro.html)\n",
"- [Financial modeling](https://en.wikipedia.org/wiki/Monte_Carlo_methods_in_finance)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"- What is the standard deviation of the vector created with 'normrnd(100,10,[10000,1])'? (rounded to nearest 10)\n",
"- The bar is, on average,1mm x 2 mm and fails at 940 MPa. What is the average failure load?\n",
"- In statistics, we can describe precision and accuracy with two descriptions of our data. How do we do this?\n",
"- The ratio of point inside the circle to total is pi/4. What is the ratio of points outside the circle to total?\n"
]
},
{
"cell_type": "markdown",
"metadata": {
Expand Down

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