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LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYjLUkjbWlHRiQ2I1EhRic= The Normal Distribution and the Central Limit Theorem LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYjLUkjbWlHRiQ2I1EhRic= LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYjLUkjbWlHRiQ2I1EhRic= The following was implemented in Maple by Marcus Davidsson (2008) davidsson_marcus@hotmail.com and is based upon the work by Zietz (2004) Dynamic Programming: An Introduction by Example 1) Theoretical Distribution LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JVEocmVzdGFydEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUsbWF0aHZhcmlhbnRHUSdpdGFsaWNGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnL0YzUSdub3JtYWxGJw== We start by noting that If we toss the coin one time we can either get LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2JVEiVEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUsbWF0aHZhcmlhbnRHUSdpdGFsaWNGJy1JI21vR0YkNi1RIixGJy9GM1Enbm9ybWFsRicvJSZmZW5jZUdRJmZhbHNlRicvJSpzZXBhcmF0b3JHRjEvJSlzdHJldGNoeUdGPS8lKnN5bW1ldHJpY0dGPS8lKGxhcmdlb3BHRj0vJS5tb3ZhYmxlbGltaXRzR0Y9LyUnYWNjZW50R0Y9LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdRLDAuMzMzMzMzM2VtRictRiw2JVEiSEYnRi9GMi8lK2V4ZWN1dGFibGVHRj1GOQ==

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

NiRJIlRHNiJJIkhHRiQ=

If we toss the coin two time we can either get LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYrLUkjbWlHRiQ2JVEjVFRGJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRictSSNtb0dGJDYtUSIsRicvRjNRJ25vcm1hbEYnLyUmZmVuY2VHUSZmYWxzZUYnLyUqc2VwYXJhdG9yR0YxLyUpc3RyZXRjaHlHRj0vJSpzeW1tZXRyaWNHRj0vJShsYXJnZW9wR0Y9LyUubW92YWJsZWxpbWl0c0dGPS8lJ2FjY2VudEdGPS8lJ2xzcGFjZUdRJjAuMGVtRicvJSdyc3BhY2VHUSwwLjMzMzMzMzNlbUYnLUYsNiVRI0hIRidGL0YyRjUtRiw2JVEjVEhGJ0YvRjJGNS1GLDYlUSNIVEYnRi9GMi8lK2V4ZWN1dGFibGVHRj1GOQ==

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

NiZJI1RURzYiSSNISEdGJEkjVEhHRiRJI0hUR0Yk

If we toss the coin three time we can either get 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

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

NipJJEhISEc2IkkkVFRUR0YkSSRUSEhHRiRJJEhUSEdGJEkkSEhUR0YkSSRIVFRHRiRJJFRIVEdGJEkkVFRIR0Yk

We now note that we can calculate the total number of combinations after a n coin toss as 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

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

LyoqSSZ0b3RhbEc2IiIiIkknbnVtYmVyR0YlRiZJI29mR0YlRiZJLWNvbWJpbmF0aW9uc0dGJUYmKSIiI0kibkdGJQ==

for example for a one coin toss the total number of combinations are given by LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUklbXN1cEdGJDYlLUkjbW5HRiQ2JFEiMkYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy1GIzYnLUYvNiRRIjFGJ0YyLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJTBmb250X3N0eWxlX25hbWVHUSgyRH5NYXRoRicvRjNRJ2l0YWxpY0YnLyUxc3VwZXJzY3JpcHRzaGlmdEdRIjBGJ0Y9RjI=

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

IiIj

for a two coin toss the total number of combinations are given by LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUklbXN1cEdGJDYlLUkjbW5HRiQ2JFEiMkYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy1GIzYnRi4vJSdpdGFsaWNHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lMGZvbnRfc3R5bGVfbmFtZUdRKDJEfk1hdGhGJy9GM1EnaXRhbGljRicvJTFzdXBlcnNjcmlwdHNoaWZ0R1EiMEYnRjpGMg==

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

IiIl

for a three coin toss the total number of combinations are given by LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUklbXN1cEdGJDYlLUkjbW5HRiQ2JFEiMkYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy1GIzYnLUYvNiRRIjNGJ0YyLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJTBmb250X3N0eWxlX25hbWVHUSgyRH5NYXRoRicvRjNRJ2l0YWxpY0YnLyUxc3VwZXJzY3JpcHRzaGlmdEdRIjBGJ0Y9RjI=

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

IiIp

We now note that If we toss the coin one time we can either get LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2JVEiVEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUsbWF0aHZhcmlhbnRHUSdpdGFsaWNGJy1JI21vR0YkNi1RIixGJy9GM1Enbm9ybWFsRicvJSZmZW5jZUdRJmZhbHNlRicvJSpzZXBhcmF0b3JHRjEvJSlzdHJldGNoeUdGPS8lKnN5bW1ldHJpY0dGPS8lKGxhcmdlb3BHRj0vJS5tb3ZhYmxlbGltaXRzR0Y9LyUnYWNjZW50R0Y9LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdRLDAuMzMzMzMzM2VtRictRiw2JVEiSEYnRi9GMi8lK2V4ZWN1dGFibGVHRj1GOQ==

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

NiRJIlRHNiJJIkhHRiQ=

which means that we can either get 1 zero head or 1 one head If we toss the coin two time we can either get LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYrLUkjbWlHRiQ2JVEjVFRGJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRictSSNtb0dGJDYtUSIsRicvRjNRJ25vcm1hbEYnLyUmZmVuY2VHUSZmYWxzZUYnLyUqc2VwYXJhdG9yR0YxLyUpc3RyZXRjaHlHRj0vJSpzeW1tZXRyaWNHRj0vJShsYXJnZW9wR0Y9LyUubW92YWJsZWxpbWl0c0dGPS8lJ2FjY2VudEdGPS8lJ2xzcGFjZUdRJjAuMGVtRicvJSdyc3BhY2VHUSwwLjMzMzMzMzNlbUYnLUYsNiVRI0hIRidGL0YyRjUtRiw2JVEjVEhGJ0YvRjJGNS1GLDYlUSNIVEYnRi9GMi8lK2V4ZWN1dGFibGVHRj1GOQ==

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

NiZJI1RURzYiSSNISEdGJEkjVEhHRiRJI0hUR0Yk

which means that we can either get 1 zero head, 1 two heads or 2 one heads If we toss the coin three time we can either get 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

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

NipJJEhISEc2IkkkVFRUR0YkSSRUSEhHRiRJJEhUSEdGJEkkSEhUR0YkSSRIVFRHRiRJJFRIVEdGJEkkVFRIR0Yk

which means that we can either get 1 three heads, 1 zero heads, 3 two heads or 3 one heads The above argument can be generalized into the Pascal Triangle as seen below 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The first thing to note is that each cell is the sum of the two cells above. The second thing to note is that each element in the triangle is number of successful combinations. for example the left-hand side of the triangle gives us the total number of outcomes that has zero heads for different coin tosses if we move one step to the right we get the total number of outcomes that has one heads for different coin tosses We now note that we could have calculated the value in each cell (the number of successful combinations) by using the below formula where ! is the factorial notation for example 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

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

LyoqSSdudW1iZXJHNiIiIiJJI29mR0YlRiZJKnN1Y2Nlc2Z1bEdGJUYmSS1jb21iaW5hdGlvbnNHRiVGJiooLUkqZmFjdG9yaWFsRyUqcHJvdGVjdGVkRzYjSSJuR0YlRiYtRiw2I0kieEdGJSEiIi1GLDYjLCZGL0YmRjJGM0Yz

for example when n=4 and x=1 we get 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

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

IiIl

which is also the number we can find in the above triangle where n=4 and x=1 Now if we now want to find the probability of finding one head (x=1) after we toss the coin four times (x=4) we can simply look at the ratio of number of successful combinations / number of total combinations. We can therefore rewrite the Pascal triangle triangle as seen below. 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We now note that the probability of 2 heads (or zero heads) after 2 tosses LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2JFEkMC41RicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnLUkjbW9HRiQ2LVEnJnNkb3Q7RidGLy8lJmZlbmNlR1EmZmFsc2VGJy8lKnNlcGFyYXRvckdGOC8lKXN0cmV0Y2h5R0Y4LyUqc3ltbWV0cmljR0Y4LyUobGFyZ2VvcEdGOC8lLm1vdmFibGVsaW1pdHNHRjgvJSdhY2NlbnRHRjgvJSdsc3BhY2VHUSYwLjBlbUYnLyUncnNwYWNlR0ZHRisvJStleGVjdXRhYmxlR0Y4Ri8=

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

JCIjRCEiIw==

the probability of 3 heads (or zero heads) after 3 tosses LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYoLUkjbW5HRiQ2JFEkMC41RicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnLUkjbW9HRiQ2LVEnJnNkb3Q7RidGLy8lJmZlbmNlR1EmZmFsc2VGJy8lKnNlcGFyYXRvckdGOC8lKXN0cmV0Y2h5R0Y4LyUqc3ltbWV0cmljR0Y4LyUobGFyZ2VvcEdGOC8lLm1vdmFibGVsaW1pdHNHRjgvJSdhY2NlbnRHRjgvJSdsc3BhY2VHUSYwLjBlbUYnLyUncnNwYWNlR0ZHRitGMkYrRi8=

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

JCIkRCIhIiQ=

the probability of 4 heads (or zero heads) after 4 tosses LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYqLUkjbW5HRiQ2JFEkMC41RicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnLUkjbW9HRiQ2LVEnJnNkb3Q7RidGLy8lJmZlbmNlR1EmZmFsc2VGJy8lKnNlcGFyYXRvckdGOC8lKXN0cmV0Y2h5R0Y4LyUqc3ltbWV0cmljR0Y4LyUobGFyZ2VvcEdGOC8lLm1vdmFibGVsaW1pdHNHRjgvJSdhY2NlbnRHRjgvJSdsc3BhY2VHUSYwLjBlbUYnLyUncnNwYWNlR0ZHRitGMkYrRjJGK0Yv

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

JCIkRCchIiU=

We can calculate the probability of finding x heads in a n random coin toss (p=0.5) as follows: JSFH LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYwLUkjbWlHRiQ2I1EhRictSSdtc3BhY2VHRiQ2Ji8lJ2hlaWdodEdRJjAuMGV4RicvJSZ3aWR0aEdRJjAuMGVtRicvJSZkZXB0aEdGNC8lKmxpbmVicmVha0dRJWF1dG9GJy1GLDYlUSJQRicvJSdpdGFsaWNHUSV0cnVlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYkLUYjNictRiw2JVEibkYnRkBGQy1JI21vR0YkNi1RIixGJy9GRFEnbm9ybWFsRicvJSZmZW5jZUdRJmZhbHNlRicvJSpzZXBhcmF0b3JHRkIvJSlzdHJldGNoeUdGVi8lKnN5bW1ldHJpY0dGVi8lKGxhcmdlb3BHRlYvJS5tb3ZhYmxlbGltaXRzR0ZWLyUnYWNjZW50R0ZWLyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdRLDAuMzMzMzMzM2VtRictRiw2JVEieEYnRkBGQy8lK2V4ZWN1dGFibGVHRlZGUkZSLUZPNi1RIj1GJ0ZSRlQvRlhGVkZZRmVuRmduRmluRltvL0Zeb1EsMC4yNzc3Nzc4ZW1GJy9GYW9GXXBGSy1GTzYtUSIhRidGUkZURltwRllGZW5GZ25GaW5GW28vRl5vUSwwLjExMTExMTFlbUYnL0Zhb0ZjcC1GTzYtUSIvRidGUkZURltwL0ZaRkJGZW5GZ25GaW5GW28vRl5vUSwwLjE2NjY2NjdlbUYnL0Zhb0ZqcC1GRzYkLUYjNilGY29GX3AtRk82LVEiKkYnRlJGVEZbcEZZRmVuRmduRmluRltvRmlwRltxLUZHNiQtRiM2J0ZLLUZPNi1RKiZ1bWludXMwO0YnRlJGVEZbcEZZRmVuRmduRmluRltvL0Zeb1EsMC4yMjIyMjIyZW1GJy9GYW9GW3JGY29GZm9GUkZSRl9wRmZvRlJGUkZgcS1GRzYkLUYjNistRiw2JVEicEYnRkBGQy1GTzYtUSJeRidGUkZURltwRllGZW5GZ25GaW5GW29GYnBGZHBGY29GYHEtRkc2JC1GIzYnLUkjbW5HRiQ2JFEiMUYnRlJGZ3FGYXJGZm9GUkZSRmRyRmNxRmZvRlJGUi1GTzYtUSI7RidGUkZURldGWUZlbkZnbkZpbkZbb0Zdb0ZecEZmb0ZS

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

Ly1JIlBHNiI2JEkibkdGJUkieEdGJSosLUkqZmFjdG9yaWFsRyUqcHJvdGVjdGVkRzYjRiciIiItRis2I0YoISIiLUYrNiMsJkYnRi5GKEYxRjEpSSJwR0YlRihGLiksJkYuRi5GNkYxRjRGLg==

for example We can calculate the probability of finding 3 heads (x) after 3 coin toss (n) as 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

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

JCIrKysrXTchIzU=

We can calculate the probability of finding 2 heads (x) after 3 coin toss (n) as 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

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

JCIrKysrXVAhIzU=

We can calculate the probability of finding 4 heads after 4 coin toss as 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

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

JCIrKysrXWkhIzY=

We now note that when the number of coin tosses is large the Binominal distribution will converge to the normal distribution which is outlined below. 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2) Hypothesis Testing LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JVEocmVzdGFydEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUsbWF0aHZhcmlhbnRHUSdpdGFsaWNGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnL0YzUSdub3JtYWxGJw== We now note that we can also calculate the cumulative probability of finding x heads after a n coin toss Example-1 We can calculate the probability of finding 10 heads in a 20 coin toss as JSFH 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

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

JCIrPzAoPnciISM1

We can calculate the probability of finding 10 heads or more in a 20 coin toss as JSFH 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

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

JCIrZ18pNCllISM1

If that probability is lower than 0.05 then we can claim with 95% certainty that the coin most likely is not random. In this case the coin is random Example-2 We can calculate the probability of finding 14 heads in a 20 coin toss as LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYjLUkjbWlHRiQ2I1EhRic= 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

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

JCIrXTtXJ3AkISM2

We can calculate the probability of finding 14 heads or more in a 20 coin toss as LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYjLUkjbWlHRiQ2I1EhRic= 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

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

JCIrO1wiZncmISM2

If that probability is lower than 0.05 then we can claim with 95% certainty that the coin most likely is not random. In this case the coin is random JSFH Example-3 We can calculate the probability of finding 15 heads in a 20 coin toss as JSFH LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzY+LUkjbWlHRiQ2JVEibkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUsbWF0aHZhcmlhbnRHUSdpdGFsaWNGJy1JI21vR0YkNi1RKiZjb2xvbmVxO0YnL0YzUSdub3JtYWxGJy8lJmZlbmNlR1EmZmFsc2VGJy8lKnNlcGFyYXRvckdGPS8lKXN0cmV0Y2h5R0Y9LyUqc3ltbWV0cmljR0Y9LyUobGFyZ2VvcEdGPS8lLm1vdmFibGVsaW1pdHNHRj0vJSdhY2NlbnRHRj0vJSdsc3BhY2VHUSwwLjI3Nzc3NzhlbUYnLyUncnNwYWNlR0ZMLUkjbW5HRiQ2JFEjMjBGJ0Y5LUY2Ni1RIjpGJ0Y5RjtGPkZARkJGREZGRkhGSkZNLUY2Ni1RIn5GJ0Y5RjtGPkZARkJGREZGRkgvRktRJjAuMGVtRicvRk5GWi1GLDYlUSJ4RidGL0YyRjUtRlA2JFEjMTVGJ0Y5RlMtSSdtc3BhY2VHRiQ2Ji8lJ2hlaWdodEdRJjAuMGV4RicvJSZ3aWR0aEdRJjAuMGVtRicvJSZkZXB0aEdGYW8vJSpsaW5lYnJlYWtHUShuZXdsaW5lRictRiw2JVEidkYnRi9GMkY1Rk8tRjY2LVEoJm1pbnVzO0YnRjlGO0Y+RkBGQkZERkZGSC9GS1EsMC4yMjIyMjIyZW1GJy9GTkZhcEZmbi1GNjYtUSIrRidGOUY7Rj5GQEZCRkRGRkZIRmBwRmJwLUZQNiRRIjFGJ0Y5RlNGXG9GVkYrLUY2Ni1RIiFGJ0Y5RjtGPkZARkJGREZGRkgvRktRLDAuMTExMTExMWVtRicvRk5GXXEtRjY2LVEiL0YnRjlGO0Y+L0ZBRjFGQkZERkZGSC9GS1EsMC4xNjY2NjY3ZW1GJy9GTkZkcS1JKG1mZW5jZWRHRiQ2JC1GIzYpRmZuRmlwLUY2Ni1RIipGJ0Y5RjtGPkZARkJGREZGRkhGY3FGZXEtRmdxNiQtRiM2J0YrLUY2Ni1RKiZ1bWludXMwO0YnRjlGO0Y+RkBGQkZERkZGSEZgcEZicEZmbi8lK2V4ZWN1dGFibGVHRj1GOUY5RmlwRmVyRjlGOUZbci1GZ3E2JC1GIzYrLUZQNiRRJDAuNUYnRjktRjY2LVEiXkYnRjlGO0Y+RkBGQkZERkZGSEZccUZecUZmbkZbci1GZ3E2JC1GIzYnRmZwRmJyRltzRmVyRjlGOUZecy1GZ3E2JC1GIzYnRitGXXBGZm5GZXJGOUY5RmVyRjlGOUZlckY5

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

JCIrZ21keTkhIzY=

We can calculate the probability of finding 15 heads or more in a 20 coin toss as JSFH 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

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

print(); # input placeholder

JCIrbUtacD8hIzY=

If that probability is lower than 0.05 then we can claim with 95% certainty that the coin most likely is not random. In this case the coin is not random LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYjLUkjbWlHRiQ2I1EhRic= Gambling Fallacy If we conclude that the coin is random then the outcome in each period is completely random. This means that we cannot quantify the probability of getting a head in the next period because the outcome an all periods are completely random However if we can prove that the outcome has not been generated by a random process then we can quantify the probability of success without falling in to the gambling fallacy. 3) Empirical Distribution The law of large numbers and the central limit theorem are two important theorems in statistics. I will illustrate the basic mechanics by again considering a simple coin toss example. We assume that we have a room filled with LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYkLUkjbWlHRiQ2JVEjbm5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRicvRjNRJ25vcm1hbEYn number of people. Each person is asked to flip a coin 10 times and write down the total number of heads they get. We can now plot the distribution of the total number of heads that each person observed by assigning the total number of observed heads to the x-axis and the frequency of the observed number of heads on the y-axis We note that when the number of observations is large the distribution will converge to the theoretical distribution suggested by the Pascal triangle (normal distribution). 3.1) When the number of people (nn) is small The room contain 5 people each person is asked to toss the coin 10 times and write down the number of heads they get. 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

LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=

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We can see that our distribution is both unstable (changes every time we run the code) and does not resemble the normal distribution suggested by the Pascal triangle 3.2) When the number of people (nn) is large 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%;

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We can now see that our distribution is stable (does not change every time we run the code) and it resembles the normal distribution suggested by the Pascal triangle We can also see that the distribution is centered around the mean equal to 5. This also makes sense since for a random coin we should get head approximately half of the time and tails approximately half of the time when n is large. Legal Notice: The copyright for this application is owned by the authors. Neither Maplesoft nor the authors are responsible for any errors contained within and are not liable for any damages resulting from the use of this material.. This application is intended for non-commercial, non-profit use only. Contact the authors for permission if you wish to use this application in for-profit activities. JSFH