ajouts fichier stat-desc, reg lin suite et hommework1

M2/homework1.ipynb

+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Homework : elementary statistics with julia\n",
+    "\n",
+    "## Introduction\n",
+    "The work is to be done in pairs, and you will present your results at the next session (7 minutes for the presentation and 3 minutes for the questions).\n",
+    "\n",
+    "\n",
+    "## Task 1 : Hypothesis Testing\n",
+    "\n",
+    "Julia packages : HypothesisTests, Distributions, CSV, RDatasets, DataFrames, ...\n",
+    "\n",
+    "Using the data you have collected and given as references, you will complete this notebook which will contain : \n",
+    "- The initial problem and the data (you'll give the precise population(s) considered, as well as the random variables considered)\n",
+    "- The descriptive statistics of the data;\n",
+    "- The formulation of the statistical test chosen (you will justify the chosen test)\n",
+    "- The results with Julia;\n",
+    "- The conclusion of the statistical test;\n",
+    "- Any useful comments.\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Add as many markdown and code cells to answer the questions"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Task 2: Simple Linear regression\n",
+    "\n",
+    "Julia package : GLM, RDatasets, DataFrames, ...\n",
+    "\n",
+    "Based on the data you collect and reference, you will complete this notebook which will contain :\n",
+    "- The initial problem and the data (specify the population considered)\n",
+    "- The estimation of the parameters and the graph of the linear regression\n",
+    "- The analysis of variance, confidence intervals, etc.\n",
+    "- The verification of postulates\n",
+    "- Conclusions and comments"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Add as many markdown and code cells to answer the questions"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "vscode": {
+     "languageId": "julia"
+    }
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "language_info": {
+   "name": "python"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}