课程信息
144,528 次近期查看

Learner Career Outcomes

41%

完成这些课程后已开始新的职业生涯

30%

通过此课程获得实实在在的工作福利

100% 在线

立即开始,按照自己的计划学习。

第 3 门课程(共 5 门)

可灵活调整截止日期

根据您的日程表重置截止日期。

初级

完成时间大约为36 小时

建议:8 weeks of study, week 1: 3-6 hours; week 2-8: 1-3 hours/week....

英语(English)

字幕:英语(English), 德语(German)

您将获得的技能

StatisticsConfidence IntervalStatistical Hypothesis TestingR Programming

Learner Career Outcomes

41%

完成这些课程后已开始新的职业生涯

30%

通过此课程获得实实在在的工作福利

100% 在线

立即开始,按照自己的计划学习。

第 3 门课程(共 5 门)

可灵活调整截止日期

根据您的日程表重置截止日期。

初级

完成时间大约为36 小时

建议:8 weeks of study, week 1: 3-6 hours; week 2-8: 1-3 hours/week....

英语(English)

字幕:英语(English), 德语(German)

教学大纲 - 您将从这门课程中学到什么

1
完成时间为 2 小时

Before we get started...

1 个视频 (总计 4 分钟), 11 个阅读材料, 1 个测验
1 个视频
11 个阅读材料
Hi there!10分钟
How to navigate this course10分钟
How to contribute10分钟
General info - What will I learn in this course?10分钟
Course format - How is this course structured?10分钟
Requirements - What resources do I need?10分钟
Grading - How do I pass this course?10分钟
Team - Who created this course?10分钟
Honor Code - Integrity in this course10分钟
Useful literature and documents10分钟
Research on Feedback10分钟
1 个练习
Use of your data for research2分钟
完成时间为 5 小时

Exploring Data

8 个视频 (总计 53 分钟), 5 个阅读材料, 4 个测验
8 个视频
1.02 Data matrix and frequency table6分钟
1.03 Graphs and shapes of distributions7分钟
1.04 Mode, median and mean6分钟
1.05 Range, interquartile range and box plot7分钟
1.06 Variance and standard deviation5分钟
1.07 Z-scores4分钟
1.08 Example6分钟
5 个阅读材料
Data and visualisation10分钟
Measures of central tendency and dispersion10分钟
Z-scores and example10分钟
Transcripts - Exploring data10分钟
About the R labs10分钟
1 个练习
Exploring Data22分钟
2
完成时间为 3 小时

Correlation and Regression

8 个视频 (总计 49 分钟), 6 个阅读材料, 2 个测验
8 个视频
2.02 Pearson's r7分钟
2.03 Regression - Finding the line3分钟
2.04 Regression - Describing the line7分钟
2.05 Regression - How good is the line?5分钟
2.06 Correlation is not causation5分钟
2.07 Example contingency table3分钟
2.08 Example Pearson's r and regression8分钟
6 个阅读材料
Correlation10分钟
Regression10分钟
Reference10分钟
Caveats and examples10分钟
Reference10分钟
Transcripts - Correlation and regression10分钟
1 个练习
Correlation and Regression20分钟
3
完成时间为 3 小时

Probability

11 个视频 (总计 64 分钟), 5 个阅读材料, 2 个测验
11 个视频
3.02 Probability4分钟
3.03 Sample space, event, probability of event and tree diagram5分钟
3.04 Quantifying probabilities with tree diagram5分钟
3.05 Basic set-theoretic concepts5分钟
3.06 Practice with sets7分钟
3.07 Union5分钟
3.08 Joint and marginal probabilities6分钟
3.09 Conditional probability4分钟
3.10 Independence between random events5分钟
3.11 More conditional probability, decision trees and Bayes' Law8分钟
5 个阅读材料
Probability & randomness10分钟
Sample space, events & tree diagrams10分钟
Probability & sets10分钟
Conditional probability & independence10分钟
Transcripts - Probability10分钟
1 个练习
Probability30分钟
4
完成时间为 3 小时

Probability Distributions

8 个视频 (总计 52 分钟), 5 个阅读材料, 2 个测验
8 个视频
4.02 Cumulative probability distributions5分钟
4.03 The mean of a random variable4分钟
4.04 Variance of a random variable6分钟
4.05 Functional form of the normal distribution6分钟
4.06 The normal distribution: probability calculations5分钟
4.07 The standard normal distribution8分钟
4.08 The binomial distribution8分钟
5 个阅读材料
Probability distributions10分钟
Mean and variance of a random variable10分钟
The normal distribution10分钟
The binomial distribution10分钟
Transcripts - Probability distributions10分钟
1 个练习
Probability distributions30分钟
4.7
613 条评论Chevron Right

来自统计基础的热门评论

创建者 PGApr 21st 2016

This is a nice course...thanks for providing such a great content from University of Amserdam.\n\nPlease allow us to complete the course as I have to wait till the session starts for week 2 lessions.

创建者 CDMar 6th 2016

This course is really awesome. Designed well. Looks like a lot of efforts have been taken by the team to build this course. Kudos to everyone. Keep up the good work and thank you very much.

讲师

Avatar

Matthijs Rooduijn

Dr.
Department of Political Science
Avatar

Emiel van Loon

Assistant Professor
Institute for Biodiversity and Ecosystem Dynamics

关于 阿姆斯特丹大学

A modern university with a rich history, the University of Amsterdam (UvA) traces its roots back to 1632, when the Golden Age school Athenaeum Illustre was established to train students in trade and philosophy. Today, with more than 30,000 students, 5,000 staff and 285 study programmes (Bachelor's and Master's), many of which are taught in English, and a budget of more than 600 million euros, it is one of the largest comprehensive universities in Europe. It is a member of the League of European Research Universities and also maintains intensive contact with other leading research universities around the world....

关于 社会科学的方法和统计 专项课程

Identify interesting questions, analyze data sets, and correctly interpret results to make solid, evidence-based decisions. This Specialization covers research methods, design and statistical analysis for social science research questions. In the final Capstone Project, you’ll apply the skills you learned by developing your own research question, gathering data, and analyzing and reporting on the results using statistical methods....
社会科学的方法和统计

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