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Bradlee Speice 2016-02-26 14:45:26 -05:00
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<meta charset="utf-8">
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<meta name="description" content="MathJax.Hub.Config({tex2jax: {inlineMath: [[&#39;$&#39;,&#39;$&#39;], [&#39;\(&#39;,&#39;\)&#39;]]}}); My only non-core class this semester has been in Structure Products. We&#39;ve been surveying a wide variety of products, and the ...">
<meta name="description" content="My only non-core class this semester has been in Structure Products. We&#39;ve been surveying a wide variety of products, and the final project was to pick one to report on. Because these are all very ...">
<meta name="keywords" content="finance, monte carlo, simulation">
<link rel="icon" href="https://bspeice.github.io/favicon.ico">
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<p>My only non-core class this semester has been in Structure Products. We've been surveying a wide variety of products, and the final project was to pick one to report on.
<p>My only non-core class this semester has been in Structure Products. We've been surveying a wide variety of products, and the final project was to pick one to report on.
Because these are all very similar, we decided to demonstrate all 3 products at once.</p>
<p>What follows below is a notebook demonstrating the usage of <a href="http://julialang.com">Julia</a> for Monte-Carlo simulation of some exotic products.</p>
<p>
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<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
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<meta name="description" content="MathJax.Hub.Config({tex2jax: {inlineMath: [[&#39;$&#39;,&#39;$&#39;], [&#39;\(&#39;,&#39;\)&#39;]]}}); In [1]: import pickle import pandas as pd import numpy as np from bokeh.plotting import output_notebook, figure, show from ...">
<meta name="description" content="In [1]: import pickle import pandas as pd import numpy as np from bokeh.plotting import output_notebook, figure, show from bokeh.palettes import RdBu4 as Palette from datetime import datetime ...">
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<p>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[1]:</div>
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<meta name="description" content="MathJax.Hub.Config({tex2jax: {inlineMath: [[&#39;$&#39;,&#39;$&#39;], [&#39;\(&#39;,&#39;\)&#39;]]}}); In [1]: from bokeh.plotting import figure, output_notebook, show from bokeh.palettes import PuBuGn9 as Palette import pandas ...">
<meta name="description" content="In [1]: from bokeh.plotting import figure, output_notebook, show from bokeh.palettes import PuBuGn9 as Palette import pandas as pd import numpy as np from datetime import datetime import pickle ...">
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<p>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[1]:</div>
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<?xml version="1.0" encoding="utf-8"?>
<feed xmlns="http://www.w3.org/2005/Atom"><title>Bradlee Speice</title><link href="https://bspeice.github.io/" rel="alternate"></link><link href="https://bspeice.github.io/feeds/all.atom.xml" rel="self"></link><id>https://bspeice.github.io/</id><updated>2016-02-26T00:00:00-05:00</updated><entry><title>Profitability using the Investment Formula</title><link href="https://bspeice.github.io/profitability-using-the-investment-formula.html" rel="alternate"></link><updated>2016-02-26T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-02-26:profitability-using-the-investment-formula.html</id><summary type="html">&lt;script type="text/x-mathjax-config"&gt;
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<feed xmlns="http://www.w3.org/2005/Atom"><title>Bradlee Speice</title><link href="https://bspeice.github.io/" rel="alternate"></link><link href="https://bspeice.github.io/feeds/all.atom.xml" rel="self"></link><id>https://bspeice.github.io/</id><updated>2016-02-26T00:00:00-05:00</updated><entry><title>Profitability using the Investment Formula</title><link href="https://bspeice.github.io/profitability-using-the-investment-formula.html" rel="alternate"></link><updated>2016-02-26T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-02-26:profitability-using-the-investment-formula.html</id><summary type="html">&lt;p&gt;
&lt;div class="cell border-box-sizing text_cell rendered"&gt;
&lt;div class="prompt input_prompt"&gt;
&lt;/div&gt;
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&lt;/div&gt;&lt;/p&gt;</summary><category term="algorithmic-trading"></category><category term="python"></category></entry><entry><title>Guaranteed Money Maker</title><link href="https://bspeice.github.io/guaranteed-money-maker.html" rel="alternate"></link><updated>2016-02-03T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-02-03:guaranteed-money-maker.html</id><summary type="html">&lt;script type="text/x-mathjax-config"&gt;
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&lt;p&gt;
&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="algorithmic-trading"></category><category term="python"></category></entry><entry><title>Guaranteed Money Maker</title><link href="https://bspeice.github.io/guaranteed-money-maker.html" rel="alternate"></link><updated>2016-02-03T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-02-03:guaranteed-money-maker.html</id><summary type="html">&lt;p&gt;
&lt;div class="cell border-box-sizing text_cell rendered"&gt;
&lt;div class="prompt input_prompt"&gt;
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@ -7137,13 +7130,12 @@ Profit: 0.08304813163696423
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;/p&gt;</summary><category term="martingale"></category><category term="strategy"></category></entry><entry><title>Cloudy in Seattle</title><link href="https://bspeice.github.io/cloudy-in-seattle.html" rel="alternate"></link><updated>2016-01-23T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-01-23:cloudy-in-seattle.html</id><summary type="html">&lt;script type="text/x-mathjax-config"&gt;
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&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="martingale"></category><category term="strategy"></category></entry><entry><title>Cloudy in Seattle</title><link href="https://bspeice.github.io/cloudy-in-seattle.html" rel="alternate"></link><updated>2016-01-23T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-01-23:cloudy-in-seattle.html</id><summary type="html">&lt;p&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[1]:&lt;/div&gt;
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&lt;/div&gt;
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&lt;/div&gt;&lt;/p&gt;</summary><category term="weather"></category><category term="data science"></category></entry><entry><title>Complaining about the Weather</title><link href="https://bspeice.github.io/complaining-about-the-weather.html" rel="alternate"></link><updated>2016-01-01T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-01-01:complaining-about-the-weather.html</id><summary type="html">&lt;script type="text/x-mathjax-config"&gt;
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&lt;p&gt;
&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="weather"></category><category term="data science"></category></entry><entry><title>Complaining about the Weather</title><link href="https://bspeice.github.io/complaining-about-the-weather.html" rel="alternate"></link><updated>2016-01-01T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-01-01:complaining-about-the-weather.html</id><summary type="html">&lt;p&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[1]:&lt;/div&gt;
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&lt;/div&gt;
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&lt;/div&gt;&lt;/p&gt;</summary><category term="weather"></category></entry><entry><title>Testing Cramer</title><link href="https://bspeice.github.io/testing-cramer.html" rel="alternate"></link><updated>2015-12-26T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2015-12-26:testing-cramer.html</id><summary type="html">&lt;script type="text/x-mathjax-config"&gt;
&lt;/div&gt;&lt;/p&gt;
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&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="weather"></category></entry><entry><title>Testing Cramer</title><link href="https://bspeice.github.io/testing-cramer.html" rel="alternate"></link><updated>2015-12-26T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2015-12-26:testing-cramer.html</id><summary type="html">&lt;p&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[1]:&lt;/div&gt;
@ -9055,13 +9045,12 @@ S&amp;amp;P 0.585821 0.608209 0.535055 0.535055
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;/p&gt;</summary><category term="futures"></category><category term="data science"></category></entry><entry><title>Autocallable Bonds</title><link href="https://bspeice.github.io/autocallable-bonds.html" rel="alternate"></link><updated>2015-11-27T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2015-11-27:autocallable-bonds.html</id><summary type="html">&lt;script type="text/x-mathjax-config"&gt;
&lt;/div&gt;&lt;/p&gt;
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&lt;p&gt;My only non-core class this semester has been in Structure Products. We've been surveying a wide variety of products, and the final project was to pick one to report on.
&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="futures"></category><category term="data science"></category></entry><entry><title>Autocallable Bonds</title><link href="https://bspeice.github.io/autocallable-bonds.html" rel="alternate"></link><updated>2015-11-27T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2015-11-27:autocallable-bonds.html</id><summary type="html">&lt;p&gt;My only non-core class this semester has been in Structure Products. We've been surveying a wide variety of products, and the final project was to pick one to report on.
Because these are all very similar, we decided to demonstrate all 3 products at once.&lt;/p&gt;
&lt;p&gt;What follows below is a notebook demonstrating the usage of &lt;a href="http://julialang.com"&gt;Julia&lt;/a&gt; for Monte-Carlo simulation of some exotic products.&lt;/p&gt;
&lt;p&gt;
@ -12835,13 +12824,12 @@ Present value of Phoenix with memory note: $100.09&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;/p&gt;</summary><category term="finance"></category><category term="simulation"></category><category term="monte carlo"></category></entry><entry><title>Welcome, and an algorithm</title><link href="https://bspeice.github.io/welcome-and-an-algorithm.html" rel="alternate"></link><updated>2015-12-05T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2015-11-19:welcome-and-an-algorithm.html</id><summary type="html">&lt;script type="text/x-mathjax-config"&gt;
&lt;/div&gt;&lt;/p&gt;
&lt;script type="text/x-mathjax-config"&gt;
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&lt;p&gt;Hello! Glad to meet you. I'm currently a student at Columbia University
&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="finance"></category><category term="simulation"></category><category term="monte carlo"></category></entry><entry><title>Welcome, and an algorithm</title><link href="https://bspeice.github.io/welcome-and-an-algorithm.html" rel="alternate"></link><updated>2015-12-05T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2015-11-19:welcome-and-an-algorithm.html</id><summary type="html">&lt;p&gt;Hello! Glad to meet you. I'm currently a student at Columbia University
studying Financial Engineering, and want to give an overview of the projects
I'm working on!&lt;/p&gt;
&lt;p&gt;To start things off, Columbia has been hosting a trading competition that
@ -13204,4 +13192,9 @@ s.t.\ \ &amp; \vec{1} \omega = 1\\
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<feed xmlns="http://www.w3.org/2005/Atom"><title>Bradlee Speice</title><link href="https://bspeice.github.io/" rel="alternate"></link><link href="https://bspeice.github.io/feeds/blog.atom.xml" rel="self"></link><id>https://bspeice.github.io/</id><updated>2016-02-26T00:00:00-05:00</updated><entry><title>Profitability using the Investment Formula</title><link href="https://bspeice.github.io/profitability-using-the-investment-formula.html" rel="alternate"></link><updated>2016-02-26T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-02-26:profitability-using-the-investment-formula.html</id><summary type="html">&lt;p&gt;
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&lt;div class="prompt input_prompt"&gt;
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&lt;/div&gt;
&lt;/div&gt;&lt;/p&gt;</summary><category term="algorithmic-trading"></category><category term="python"></category></entry><entry><title>Guaranteed Money Maker</title><link href="https://bspeice.github.io/guaranteed-money-maker.html" rel="alternate"></link><updated>2016-02-03T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-02-03:guaranteed-money-maker.html</id><summary type="html">&lt;script type="text/x-mathjax-config"&gt;
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&lt;p&gt;
&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="algorithmic-trading"></category><category term="python"></category></entry><entry><title>Guaranteed Money Maker</title><link href="https://bspeice.github.io/guaranteed-money-maker.html" rel="alternate"></link><updated>2016-02-03T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-02-03:guaranteed-money-maker.html</id><summary type="html">&lt;p&gt;
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@ -7137,13 +7130,12 @@ Profit: 0.08304813163696423
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;/p&gt;</summary><category term="martingale"></category><category term="strategy"></category></entry><entry><title>Cloudy in Seattle</title><link href="https://bspeice.github.io/cloudy-in-seattle.html" rel="alternate"></link><updated>2016-01-23T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-01-23:cloudy-in-seattle.html</id><summary type="html">&lt;script type="text/x-mathjax-config"&gt;
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&lt;script type="text/x-mathjax-config"&gt;
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&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;
&lt;p&gt;
&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="martingale"></category><category term="strategy"></category></entry><entry><title>Cloudy in Seattle</title><link href="https://bspeice.github.io/cloudy-in-seattle.html" rel="alternate"></link><updated>2016-01-23T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-01-23:cloudy-in-seattle.html</id><summary type="html">&lt;p&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[1]:&lt;/div&gt;
@ -7874,13 +7866,12 @@ MathJax.Hub.Config({tex2jax: {inlineMath: [['$','$'], ['\(','\)']]}});
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;/p&gt;</summary><category term="weather"></category><category term="data science"></category></entry><entry><title>Complaining about the Weather</title><link href="https://bspeice.github.io/complaining-about-the-weather.html" rel="alternate"></link><updated>2016-01-01T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-01-01:complaining-about-the-weather.html</id><summary type="html">&lt;script type="text/x-mathjax-config"&gt;
&lt;/div&gt;&lt;/p&gt;
&lt;script type="text/x-mathjax-config"&gt;
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&lt;/script&gt;
&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;
&lt;p&gt;
&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="weather"></category><category term="data science"></category></entry><entry><title>Complaining about the Weather</title><link href="https://bspeice.github.io/complaining-about-the-weather.html" rel="alternate"></link><updated>2016-01-01T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-01-01:complaining-about-the-weather.html</id><summary type="html">&lt;p&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[1]:&lt;/div&gt;
@ -8631,13 +8622,12 @@ MathJax.Hub.Config({tex2jax: {inlineMath: [['$','$'], ['\(','\)']]}});
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;/p&gt;</summary><category term="weather"></category></entry><entry><title>Testing Cramer</title><link href="https://bspeice.github.io/testing-cramer.html" rel="alternate"></link><updated>2015-12-26T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2015-12-26:testing-cramer.html</id><summary type="html">&lt;script type="text/x-mathjax-config"&gt;
&lt;/div&gt;&lt;/p&gt;
&lt;script type="text/x-mathjax-config"&gt;
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&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;
&lt;p&gt;
&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="weather"></category></entry><entry><title>Testing Cramer</title><link href="https://bspeice.github.io/testing-cramer.html" rel="alternate"></link><updated>2015-12-26T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2015-12-26:testing-cramer.html</id><summary type="html">&lt;p&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[1]:&lt;/div&gt;
@ -9055,13 +9045,12 @@ S&amp;amp;P 0.585821 0.608209 0.535055 0.535055
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;/p&gt;</summary><category term="futures"></category><category term="data science"></category></entry><entry><title>Autocallable Bonds</title><link href="https://bspeice.github.io/autocallable-bonds.html" rel="alternate"></link><updated>2015-11-27T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2015-11-27:autocallable-bonds.html</id><summary type="html">&lt;script type="text/x-mathjax-config"&gt;
&lt;/div&gt;&lt;/p&gt;
&lt;script type="text/x-mathjax-config"&gt;
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&lt;/script&gt;
&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;
&lt;p&gt;My only non-core class this semester has been in Structure Products. We've been surveying a wide variety of products, and the final project was to pick one to report on.
&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="futures"></category><category term="data science"></category></entry><entry><title>Autocallable Bonds</title><link href="https://bspeice.github.io/autocallable-bonds.html" rel="alternate"></link><updated>2015-11-27T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2015-11-27:autocallable-bonds.html</id><summary type="html">&lt;p&gt;My only non-core class this semester has been in Structure Products. We've been surveying a wide variety of products, and the final project was to pick one to report on.
Because these are all very similar, we decided to demonstrate all 3 products at once.&lt;/p&gt;
&lt;p&gt;What follows below is a notebook demonstrating the usage of &lt;a href="http://julialang.com"&gt;Julia&lt;/a&gt; for Monte-Carlo simulation of some exotic products.&lt;/p&gt;
&lt;p&gt;
@ -12835,13 +12824,12 @@ Present value of Phoenix with memory note: $100.09&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;/p&gt;</summary><category term="finance"></category><category term="simulation"></category><category term="monte carlo"></category></entry><entry><title>Welcome, and an algorithm</title><link href="https://bspeice.github.io/welcome-and-an-algorithm.html" rel="alternate"></link><updated>2015-12-05T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2015-11-19:welcome-and-an-algorithm.html</id><summary type="html">&lt;script type="text/x-mathjax-config"&gt;
&lt;/div&gt;&lt;/p&gt;
&lt;script type="text/x-mathjax-config"&gt;
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&lt;/script&gt;
&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;
&lt;p&gt;Hello! Glad to meet you. I'm currently a student at Columbia University
&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="finance"></category><category term="simulation"></category><category term="monte carlo"></category></entry><entry><title>Welcome, and an algorithm</title><link href="https://bspeice.github.io/welcome-and-an-algorithm.html" rel="alternate"></link><updated>2015-12-05T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2015-11-19:welcome-and-an-algorithm.html</id><summary type="html">&lt;p&gt;Hello! Glad to meet you. I'm currently a student at Columbia University
studying Financial Engineering, and want to give an overview of the projects
I'm working on!&lt;/p&gt;
&lt;p&gt;To start things off, Columbia has been hosting a trading competition that
@ -13204,4 +13192,9 @@ s.t.\ \ &amp; \vec{1} \omega = 1\\
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;/p&gt;</summary><category term="introduction"></category><category term="trading"></category></entry></feed>
&lt;/div&gt;&lt;/p&gt;
&lt;script type="text/x-mathjax-config"&gt;
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&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="introduction"></category><category term="trading"></category></entry></feed>

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<p>Hello! Glad to meet you. I'm currently a student at Columbia University
<p>Hello! Glad to meet you. I'm currently a student at Columbia University
studying Financial Engineering, and want to give an overview of the projects
I'm working on!</p>
<p>To start things off, Columbia has been hosting a trading competition that
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