aboutsummaryrefslogtreecommitdiff
diff options
context:
space:
mode:
authorJulian T <julian@jtle.dk>2021-06-06 00:33:40 +0200
committerJulian T <julian@jtle.dk>2021-06-06 00:33:40 +0200
commit480c57b564076efabf8c74171eda07f4373ce891 (patch)
tree81df07510f5ff9067dae4ec8ec344e8ebf7fcc2c
parentcfc3b6c6b95b1a8c60ca2dffbe0f286d12510182 (diff)
Add more stat/prob notes and assignments
-rw-r--r--sem6/prob/m1/notes.tex95
-rw-r--r--sem6/prob/stat2/Untitled.ipynb176
-rw-r--r--sem6/prob/stat3/Untitled.ipynb74
-rw-r--r--sem6/prob/stat4/Opgaver.ipynb2
-rw-r--r--sem6/prob/stat5/Opgaver.ipynb2
-rw-r--r--sem6/prob/stat6/Opgaver.ipynb2
6 files changed, 339 insertions, 12 deletions
diff --git a/sem6/prob/m1/notes.tex b/sem6/prob/m1/notes.tex
new file mode 100644
index 0000000..1de1481
--- /dev/null
+++ b/sem6/prob/m1/notes.tex
@@ -0,0 +1,95 @@
+\title{Eksamnens Noter}
+
+
+The universal set or sample space is the set everything, and is denoted $S$.
+Therefore the probability of hitting $S$ is $P(S) = 1$.
+
+This is the first of 3 axioms repeated below.
+
+\begin{enumerate}
+ \item For any event $A$, $P(A) \geq 0$.
+ \item The probability of hitting sample space is always 1, $P(S) = 1$.
+ \item If events $A_1, A_2, ...$ are \textbf{disjoint} event, then
+ \begin{equation}
+ P(A_1 \cup A_2 ...) = P(A_1) + P(A_2)\,.
+ \end{equation}
+\end{enumerate}
+
+The last axiom requires that the events $A_n$ are disjoint.
+If they aren't one should subtract the part they have in common.
+This is called the \emph{Inclusion-Exclusion Principle}.
+
+\begin{principle}
+ The \emph{Inclusion-Exclusion Principle} is defined as
+ \begin{equation}
+ P(A \cup B) = P(A) + P(B) - P(A \cap B)\,.
+ \end{equation}
+ Definition with 3 events can be found in the in the book.
+\end{principle}
+
+\section{Counting}
+
+The probability of a event $A$ can be found by
+\begin{equation}
+ P(A) = \frac {|A|} {|S|}\,.
+\end{equation}
+It is therefore required to count how many elements are in $S$ and $A$.
+The most simple method is the \emph{multiplication principle}.
+
+\begin{principle}[Multiplication principle]
+ Let there be $r$ random experiments, where the $k$'th experiment has $n_k$ outcomes.
+ Then there are
+ \begin{equation}
+ n_1 \cdot n_2 \cdot ... \cdot n_r
+ \end{equation}
+ possible outcomes over all $r$ experiments.
+\end{principle}
+
+Possible outcomes when choosing $k$ objects from a basket with $n$ objects.
+\begin{itemize}
+ \item Sampling with Replacement and with Ordering
+ \[
+ n^k
+ \]
+ \item Sampling without Replacement and with Ordering
+ \[
+ n(n - 1) \dots (n - k - 1)
+ \]
+ \item Sampling without Replacement and without Ordering
+ \[
+ \frac{n(n-1) \dots (n - k - 1)}{k!} = \frac {n!} {(n- k)! k!} = \binom n k
+ \]
+ \item Sampling with Replacement and without Ordering
+ \[
+ \binom {n - 1 - k} k
+ \]
+\end{itemize}
+
+\section{Independence of Events}
+
+Describes whether the outcome of event $B$, changes the changes of event $A$ occuring.
+If this is false, it can be said that $P(A|B) = P(A)$.
+
+\begin{definition}[Independence]
+ Two events are independent if
+ \[
+ P(A \cap B) = P(A) P(B)
+ \]
+\end{definition}
+
+\section{Mixed Definitions}
+
+\begin{definition}[Conditional Probability]
+ The probability that $A$ occurs given that $B$ occurs:
+ \[
+ P(A|B) = \frac {P(A \cap B)} {P(B)}\,,\:P(B) > 0
+ \]
+\end{definition}
+
+\begin{definition}[Baye's Rule]
+ For any two events $A$ and $B$, where $P(A) \neq 0$, we have that
+ \[
+ P(B|A) = \frac {P(A|B) P(B)} {P(A)}\,.
+ \]
+\end{definition}
+
diff --git a/sem6/prob/stat2/Untitled.ipynb b/sem6/prob/stat2/Untitled.ipynb
new file mode 100644
index 0000000..9c86216
--- /dev/null
+++ b/sem6/prob/stat2/Untitled.ipynb
@@ -0,0 +1,176 @@
+{
+ "cells": [
+ {
+ "cell_type": "raw",
+ "id": "aa0d70cc-578c-4ecd-ab36-0ed3d6b5534a",
+ "metadata": {},
+ "source": [
+ "# Exercise 1\n",
+ "\n",
+ "1. b\n",
+ "2. c\n",
+ "3. b\n",
+ "4. c, a"
+ ]
+ },
+ {
+ "attachments": {
+ "fdd5a4aa-5437-46c4-95f1-57f02897f330.png": {
+ "image/png": "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"
+ }
+ },
+ "cell_type": "markdown",
+ "id": "2bc7d6cc-159b-469a-9373-c9b09ce2640f",
+ "metadata": {},
+ "source": [
+ "# Exercise 2\n",
+ "\n",
+ "![image.png](attachment:fdd5a4aa-5437-46c4-95f1-57f02897f330.png)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d343fef0-0ef9-444e-8726-ce524725509a",
+ "metadata": {},
+ "source": [
+ "## Part A\n",
+ "\n",
+ "As $\\alpha \\cdot S$ is a constant, $y_i$ will also have a gaussian distribution with $\\mu = \\alpha \\cdot S$ and $\\sigma^2$.\n",
+ "Therefore we can use maximum likelyhood estimation for a gaussian random variable.\n",
+ "\n",
+ "$$\n",
+ "\\hat{\\mu} = \\frac 1 N \\sum_{i=1}^N x_i\n",
+ "$$\n",
+ "\n",
+ "From this we can isolate for $d$.\n",
+ "\n",
+ "$$\n",
+ "\\mu = \\alpha \\cdot S = \\frac {0.5} d \\cdot S\\\\\n",
+ "d = \\frac S {\\mu \\cdot 2} \\\\\n",
+ "\\hat{d} = \\frac {S \\cdot N} {2 \\cdot \\sum_{i=1}^N y_i}\n",
+ "$$"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "e1a68d46-a7e5-4b9e-9631-68f6c30e728f",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The estimate for d is 3.8167938931297707\n"
+ ]
+ }
+ ],
+ "source": [
+ "## Part B\n",
+ "samples = [1.1, 0.68, 0.54, 0.99, 0.26, 0.84, 0.41, 0.5, 0.42, 0.81]\n",
+ "N = len(samples)\n",
+ "\n",
+ "S = 5\n",
+ "sigma2 = 0.1\n",
+ "\n",
+ "d_estimate = S * N / (2 * sum(samples))\n",
+ "print(f\"The estimate for d is {d_estimate}\")"
+ ]
+ },
+ {
+ "attachments": {
+ "f550773a-bf77-4429-b82c-a3664735869c.png": {
+ "image/png": "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"
+ }
+ },
+ "cell_type": "markdown",
+ "id": "be240257-32fc-4da1-b423-19baad8b9d67",
+ "metadata": {},
+ "source": [
+ "# Exercise 3\n",
+ "\n",
+ "![image.png](attachment:f550773a-bf77-4429-b82c-a3664735869c.png)\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "11489137-7611-4318-a054-2a31d0332eeb",
+ "metadata": {},
+ "source": [
+ "First we define the likelyhood function.\n",
+ "\n",
+ "$$\n",
+ "f(x_1, x_2 | \\mu) = P(X_1 = x_1, X_2 = x_2 | \\mu)\n",
+ "$$\n",
+ "\n",
+ "Here $X_1 \\sim \\mathcal{N}(\\mu, \\sigma_1^2)$ and $X_2 \\sim \\mathcal{N}(\\mu, \\sigma_2^2)$.\n",
+ "Because $X_1$ and $X_2$ are independend, they can be multiplied together.\n",
+ "\n",
+ "$$\n",
+ "f(x_1, x_2 | \\mu) = P(X_1 = x_1 | \\mu) \\cdot P(X_2 = x_2 | \\mu) \\\\\n",
+ "= \\frac 1 {0.5 \\cdot \\sqrt{2 \\pi}} \\cdot \\exp\\left(- \\frac {(x_1 - \\mu)^2} {2 \\cdot 0.5}\\right) \\cdot \\frac 1 {2 \\cdot \\sqrt{2 \\pi}} \\cdot \\exp\\left(- \\frac {(x_2 - \\mu)^2} {2 \\cdot 2}\\right) \\\\\n",
+ "= \\frac 1 {2 \\pi} \\cdot \\exp\\left(- (x_1 - \\mu)^2 - \\frac 1 4 (x_2 - \\mu)^2\\right) \\\\\n",
+ "\\log f(x_1, x_2 | \\mu) = - \\log (2 \\pi) - (x_1 - \\mu)^2 - \\frac 1 4 (x_2 - \\mu)^2\n",
+ "$$\n",
+ "\n",
+ "Nu kan vi tage differentialet, og løse for 0.\n",
+ "\n",
+ "$$\n",
+ "\\frac d {dx} \\log f(x_1, x_2 | \\mu) = - \\frac 1 {2 \\pi} - 2 (x_1 - \\mu) - \\frac {1} 2 (x_2 - \\mu) = 0 \\\\\n",
+ "- 2 \\cdot x_1 + 2 \\cdot \\mu - \\frac {1} 2 \\cdot x_2 + \\frac 1 2 \\cdot \\mu = \\frac 1 {2 \\pi} \\\\\n",
+ "(2 + \\frac 1 2) \\cdot \\mu = \\frac 1 {2 \\pi} + 2 \\cdot x_1 + \\frac {1} 2 \\cdot x_2 \\\\\n",
+ "\\mu = \\frac 1 {2.5} \\cdot \\left( \\frac 1 {2 \\pi} + 2 \\cdot x_1 + \\frac 1 2 \\cdot x_2 \\right)\n",
+ "$$"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "328e04e5-fc00-4631-bed6-f543dc02e038",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The estimated mu is 1.0436619772367581\n"
+ ]
+ }
+ ],
+ "source": [
+ "mu = 1/(2.5) * (1 / (2 * np.pi) + 2 * 0.9 + 1/2 * 1.3)\n",
+ "print(f\"The estimated mu is {mu}\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d38de173-9852-4d8f-a870-72b58f9dded8",
+ "metadata": {},
+ "source": [
+ "AHHHH DET ER HELT FORKERT HADER ALGEBRA. LAVER DET PÅ PAPIR."
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.9"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/sem6/prob/stat3/Untitled.ipynb b/sem6/prob/stat3/Untitled.ipynb
index b846ff4..7562ec7 100644
--- a/sem6/prob/stat3/Untitled.ipynb
+++ b/sem6/prob/stat3/Untitled.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
@@ -55,7 +55,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
@@ -69,7 +69,7 @@
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": 9,
"metadata": {},
"outputs": [
{
@@ -99,13 +99,13 @@
},
{
"cell_type": "code",
- "execution_count": 18,
+ "execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/latex": [
- "$\\displaystyle [-\\infty, 11.529583602584365]$"
+ "$\\displaystyle [-\\infty, 11.521611871030045]$"
],
"text/plain": [
"<IPython.core.display.Math object>"
@@ -118,19 +118,25 @@
"source": [
"\n",
"# Okay så lower confidence level er åbenbart at man går fra -infty til upper limit\n",
+ "Z = norm.ppf(1 - alpha)\n",
"\n",
+ "dist = Z * sigma / np.sqrt(n)\n",
+ "lower = X_bar - dist\n",
+ "upper = X_bar + dist\n",
"display(Math(f\"[-\\\\infty, {upper}]\"))\n"
]
},
{
"cell_type": "code",
- "execution_count": 21,
- "metadata": {},
+ "execution_count": 8,
+ "metadata": {
+ "tags": []
+ },
"outputs": [
{
"data": {
"text/latex": [
- "$\\displaystyle [11.430416397415636, \\infty]$"
+ "$\\displaystyle [11.438388128969956, \\infty]$"
],
"text/plain": [
"<IPython.core.display.Math object>"
@@ -146,6 +152,56 @@
"\n",
"display(Math(f\"[{lower}, \\\\infty]\"))"
]
+ },
+ {
+ "attachments": {
+ "e9ff39db-8313-4599-8c08-0f4781eda7b3.png": {
+ "image/png": "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"
+ }
+ },
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Problem 3\n",
+ "\n",
+ "![image.png](attachment:e9ff39db-8313-4599-8c08-0f4781eda7b3.png)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Interval is [-11.179234304043229, -8.820765695956771]\n"
+ ]
+ }
+ ],
+ "source": [
+ "alpha = 0.01\n",
+ "n = 36\n",
+ "m = 64\n",
+ "\n",
+ "S2_1 = 4\n",
+ "S2_2 = 5\n",
+ "\n",
+ "mean_1 = 120\n",
+ "mean_2 = 130 \n",
+ "\n",
+ "# Vi kan starte med at finde S_p^2\n",
+ "S_p2 = ((n - 1) * S2_1 + (m - 1)*S2_2) / (n + m -2)\n",
+ "\n",
+ "ta2nm2 = stats.t.ppf(1 - alpha/2, n + m -2)\n",
+ "\n",
+ "# Så kan vi lave intervallet\n",
+ "lower = mean_1 - mean_2 - ta2nm2 * np.sqrt(S_p2) * np.sqrt(1/n + 1/m)\n",
+ "upper = mean_1 - mean_2 + ta2nm2 * np.sqrt(S_p2) * np.sqrt(1/n + 1/m)\n",
+ "\n",
+ "print(f\"Interval is [{lower}, {upper}]\")"
+ ]
}
],
"metadata": {
@@ -164,7 +220,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.9.2"
+ "version": "3.8.9"
}
},
"nbformat": 4,
diff --git a/sem6/prob/stat4/Opgaver.ipynb b/sem6/prob/stat4/Opgaver.ipynb
index 441d171..563260b 100644
--- a/sem6/prob/stat4/Opgaver.ipynb
+++ b/sem6/prob/stat4/Opgaver.ipynb
@@ -222,7 +222,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.9.2"
+ "version": "3.8.9"
}
},
"nbformat": 4,
diff --git a/sem6/prob/stat5/Opgaver.ipynb b/sem6/prob/stat5/Opgaver.ipynb
index 4942f92..2a20a48 100644
--- a/sem6/prob/stat5/Opgaver.ipynb
+++ b/sem6/prob/stat5/Opgaver.ipynb
@@ -196,7 +196,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.9.2"
+ "version": "3.8.9"
}
},
"nbformat": 4,
diff --git a/sem6/prob/stat6/Opgaver.ipynb b/sem6/prob/stat6/Opgaver.ipynb
index 81a2213..38556ea 100644
--- a/sem6/prob/stat6/Opgaver.ipynb
+++ b/sem6/prob/stat6/Opgaver.ipynb
@@ -272,7 +272,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.9.2"
+ "version": "3.8.9"
}
},
"nbformat": 4,