{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 1. Review of Maximum Likelihood Estimation\n", "\n", "*This recitation will be lead by Cece Andrews*\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this recitation, we will review maximum likelihood estimation methods. These topics were covered in BE/Bi 103a 2019 [Lecture 8](http://bebi103.caltech.edu.s3-website-us-east-1.amazonaws.com/2019a/content/lecture_notes/lecture_08/mle.html#), [Lesson 8](http://bebi103.caltech.edu.s3-website-us-east-1.amazonaws.com/2019a/content/lessons/lesson_08/index.html), and [Homework 8](http://bebi103.caltech.edu.s3-website-us-east-1.amazonaws.com/2019a/content/homework/hw8/index.html). During the recitation, I will be going over the notes on the BE/Bi 103a course website.\n", "\n", "### Outline\n", "\n", "1. Analytical MLE: [notes](9http://bebi103.caltech.edu.s3-website-us-east-1.amazonaws.com/2019a/content/lecture_notes/lecture_08/mle.html) and [example](http://bebi103.caltech.edu.s3-website-us-east-1.amazonaws.com/2019a/content/homework/hw8/hw8.1.html).\n", "2. Numerical MLE: [notes](http://bebi103.caltech.edu.s3-website-us-east-1.amazonaws.com/2019a/content/lessons/lesson_08/numerical_mle.html)\n", "3. MLE Confidence Intervals: [notes](http://bebi103.caltech.edu.s3-website-us-east-1.amazonaws.com/2019a/content/lessons/lesson_08/mle_confidence_intervals.html) and [example](http://bebi103.caltech.edu.s3-website-us-east-1.amazonaws.com/2019a/content/homework/hw8/hw8.2.html#)\n", "4. Regression: [notes](http://bebi103.caltech.edu.s3-website-us-east-1.amazonaws.com/2019a/content/lessons/lesson_08/regression.html) and [example](http://bebi103.caltech.edu.s3-website-us-east-1.amazonaws.com/2019a/content/homework/hw8/hw8.3.html)" ] } ], "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": "3.7.6" } }, "nbformat": 4, "nbformat_minor": 4 }