18.05 Introduction to Probability and Statistics, Spring 2014
This course provides an elementary introduction to probability and statistics with applications. Topics include: basic combinatorics, random variables, probability distributions, Bayesian inference, hypothesis testing, confidence intervals, and linear regression. The Spring 2014 version of this subj...
| Main Authors: | , |
|---|---|
| Other Authors: | |
| Format: | Learning Object |
| Language: | en-US |
| Published: |
2024
|
| Subjects: | |
| Online Access: | https://hdl.handle.net/1721.1/153490 |
| _version_ | 1826196558409891840 |
|---|---|
| author | Orloff, Jeremy Bloom, Jonathan |
| author2 | Massachusetts Institute of Technology. Department of Mathematics |
| author_facet | Massachusetts Institute of Technology. Department of Mathematics Orloff, Jeremy Bloom, Jonathan |
| author_sort | Orloff, Jeremy |
| collection | MIT |
| description | This course provides an elementary introduction to probability and statistics with applications. Topics include: basic combinatorics, random variables, probability distributions, Bayesian inference, hypothesis testing, confidence intervals, and linear regression. The Spring 2014 version of this subject employed the residential MITx system, which enables on-campus subjects to provide MIT students with learning and assessment tools such as online problem sets, lecture videos, reading questions, pre-lecture questions, problem set assistance, tutorial videos, exam review content, and even online exams. |
| first_indexed | 2024-09-23T10:29:25Z |
| format | Learning Object |
| id | mit-1721.1/153490 |
| institution | Massachusetts Institute of Technology |
| language | en-US |
| last_indexed | 2025-03-10T08:52:34Z |
| publishDate | 2024 |
| record_format | dspace |
| spelling | mit-1721.1/1534902025-02-24T15:06:51Z 18.05 Introduction to Probability and Statistics, Spring 2014 Introduction to Probability and Statistics Orloff, Jeremy Bloom, Jonathan Massachusetts Institute of Technology. Department of Mathematics probability statistics models combinatorics expectation variance random variable discrete probability distribution continuous probability distribution Bayes distribution statistical estimation statistical testing confidence interval linear regression normal significance testing bootstrapping 270502 This course provides an elementary introduction to probability and statistics with applications. Topics include: basic combinatorics, random variables, probability distributions, Bayesian inference, hypothesis testing, confidence intervals, and linear regression. The Spring 2014 version of this subject employed the residential MITx system, which enables on-campus subjects to provide MIT students with learning and assessment tools such as online problem sets, lecture videos, reading questions, pre-lecture questions, problem set assistance, tutorial videos, exam review content, and even online exams. 2024-02-09T20:15:09Z 2024-02-09T20:15:09Z 2014-06 2024-02-09T20:15:56Z Learning Object 18.05-Spring2014 18.05 IMSCP-MD5-a65388e15b885e07a72ceecdbfc7110a https://hdl.handle.net/1721.1/153490 en-US http://hdl.handle.net/1721.1/96772 This site (c) Massachusetts Institute of Technology 2023. Content within individual courses is (c) by the individual authors unless otherwise noted. The Massachusetts Institute of Technology is providing this Work (as defined below) under the terms of this Creative Commons public license ("CCPL" or "license") unless otherwise noted. The Work is protected by copyright and/or other applicable law. Any use of the work other than as authorized under this license is prohibited. By exercising any of the rights to the Work provided here, You (as defined below) accept and agree to be bound by the terms of this license. The Licensor, the Massachusetts Institute of Technology, grants You the rights contained here in consideration of Your acceptance of such terms and conditions. Attribution-NonCommercial-ShareAlike 3.0 Unported http://creativecommons.org/licenses/by-nc-sa/3.0/ text/plain text/html image/jpeg image/jpeg image/png image/jpeg image/jpeg image/jpeg image/jpeg image/jpeg image/jpeg image/jpeg image/jpeg image/jpeg image/jpeg image/jpeg image/jpeg image/jpeg image/jpeg image/png image/jpeg image/jpeg image/jpeg image/jpeg image/jpeg image/jpeg image/jpeg text/html application/pdf application/pdf text/plain text/plain application/pdf application/pdf application/pdf application/pdf application/zip application/zip text/plain application/zip application/pdf application/pdf application/pdf application/zip text/plain application/pdf application/pdf application/pdf application/zip text/plain application/zip application/pdf text/plain text/plain application/pdf application/pdf application/pdf application/zip application/pdf application/pdf application/pdf text/x-r-syntax application/pdf application/pdf text/plain application/zip application/zip text/plain application/pdf application/pdf text/plain application/zip text/html application/pdf application/pdf application/pdf text/x-r-syntax application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf text/html application/pdf application/pdf application/pdf application/pdf text/html text/html application/pdf text/html text/html text/html text/html text/html text/html text/html text/html text/html text/html text/html application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf text/html application/pdf application/pdf text/html application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf text/html application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf text/html application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf text/html text/html text/html image/png text/html text/html text/html image/png image/png text/html image/png text/html text/html text/html text/html text/html text/html text/html text/html text/html text/html text/html text/html text/html text/html text/html text/html text/html text/html text/html text/html text/html text/html text/html text/html image/png text/html text/html text/html application/octet-stream application/pdf text/html text/html image/jpeg text/html image/jpeg text/html text/html text/html text/html text/html image/jpeg image/jpeg text/html text/html image/jpeg image/jpeg image/jpeg image/jpeg image/jpeg image/jpeg image/jpeg image/jpeg text/html image/jpeg image/jpeg image/jpeg image/jpeg text/html application/pdf application/octet-stream text/html text/html image/jpeg image/jpeg text/html application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf text/html application/pdf text/html application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream application/octet-stream text/css text/css text/css text/css text/css text/css text/css text/css text/css text/css text/css text/css text/css text/css text/css text/css text/html image/png image/png image/png image/png image/gif image/png image/png image/png image/jpeg image/gif image/png image/png image/png image/gif image/png image/png image/png image/png image/png image/png image/gif image/png image/png image/gif image/gif image/png image/png image/png image/png image/png image/png image/png image/png image/png image/gif image/jpeg image/gif image/png image/jpeg image/png image/png image/png image/png image/png image/png image/png image/png image/png image/gif image/png image/png image/jpeg image/gif image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/gif image/gif image/gif image/gif image/gif image/gif image/gif image/gif image/gif image/gif image/gif image/gif image/png image/gif application/octet-stream image/gif image/gif image/png image/gif image/gif image/gif image/png image/png application/octet-stream image/gif image/gif image/gif image/gif image/png image/gif image/gif application/octet-stream image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png image/png application/rdf+xml; charset=utf-8 text/html image/png image/png image/jpeg image/png image/png image/png image/png image/png text/html text/html Spring 2014 |
| spellingShingle | probability statistics models combinatorics expectation variance random variable discrete probability distribution continuous probability distribution Bayes distribution statistical estimation statistical testing confidence interval linear regression normal significance testing bootstrapping 270502 Orloff, Jeremy Bloom, Jonathan 18.05 Introduction to Probability and Statistics, Spring 2014 |
| title | 18.05 Introduction to Probability and Statistics, Spring 2014 |
| title_full | 18.05 Introduction to Probability and Statistics, Spring 2014 |
| title_fullStr | 18.05 Introduction to Probability and Statistics, Spring 2014 |
| title_full_unstemmed | 18.05 Introduction to Probability and Statistics, Spring 2014 |
| title_short | 18.05 Introduction to Probability and Statistics, Spring 2014 |
| title_sort | 18 05 introduction to probability and statistics spring 2014 |
| topic | probability statistics models combinatorics expectation variance random variable discrete probability distribution continuous probability distribution Bayes distribution statistical estimation statistical testing confidence interval linear regression normal significance testing bootstrapping 270502 |
| url | https://hdl.handle.net/1721.1/153490 |
| work_keys_str_mv | AT orloffjeremy 1805introductiontoprobabilityandstatisticsspring2014 AT bloomjonathan 1805introductiontoprobabilityandstatisticsspring2014 AT orloffjeremy introductiontoprobabilityandstatistics AT bloomjonathan introductiontoprobabilityandstatistics |