{ "cells": [ { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "# Introduction to Probability and Statistics for Engineers\n", "## University of Padova\n", "\n", "## [Philip B. Stark](http://www.stat.berkeley.edu/~stark), Department of Statistics, University of California, Berkeley\n", "\n", "## 29 June–7 July 2015\n", "\n", "## Software requirements\n", "+ Jupyter: http://continuum.io/downloads\n", "+ Native R kernel for Jupyter: http://irkernel.github.io/ (\"conda install -c r r-irkernel\")\n", "\n", "## Texts\n", "+ Freedman, D.A., 2009. [_Statistical Models: Theory and Practice_, Revised Edition](http://www.amazon.com/Statistical-Models-Practice-David-Freedman/dp/0521743850/), Cambridge University Press.\n", "+ Stark, P.B., 1997–2015. [_SticiGui: Statistical Tools for Internet and Classroom Instruction with a Graphical User Interface_](http://www.stat.berkeley.edu/~stark/SticiGui/index.htm).\n", "+ Stark, P.B., 1990–2010. Lecture notes for Nonparametrics, [Statistics 240](https://www.stat.berkeley.edu/~stark/Teach/S240/Notes/index.htm)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Course Index\n", "Please note: these notes are still in draft form, with large gaps.\n", "I'm happy to hear about any errors, and I hope eventually to fill in some of the missing pieces.\n", "\n", "1. [Overview](overview.ipynb)\n", "1. [Introduction to Jupyter and R](jupyter.ipynb)\n", "1. [Mathematical Preliminaries](mathPrelim.ipynb)\n", "1. [Linear Algebra](linAlg.ipynb)\n", "1. [Probability, Random Vectors, and the Multivariate Normal Distribution](prob.ipynb)\n", "1. [Inference and Statistical Models](inference.ipynb)\n", "1. [Multiple Regression](regress.ipynb)\n", "1. Maximum Likelihood\n", "1. The Bootstrap" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "R", "language": "", "name": "ir" }, "language_info": { "codemirror_mode": "r", "file_extension": ".r", "mimetype": "text/x-r-source", "name": "R", "pygments_lexer": "r", "version": "3.1.3" } }, "nbformat": 4, "nbformat_minor": 0 }