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University of Amsterdam

Basic Statistics

Understanding statistics is essential to understand research in the social and behavioral sciences. In this course you will learn the basics of statistics; not just how to calculate them, but also how to evaluate them. This course will also prepare you for the next course in the specialization - the course Inferential Statistics. In the first part of the course we will discuss methods of descriptive statistics. You will learn what cases and variables are and how you can compute measures of central tendency (mean, median and mode) and dispersion (standard deviation and variance). Next, we discuss how to assess relationships between variables, and we introduce the concepts correlation and regression. The second part of the course is concerned with the basics of probability: calculating probabilities, probability distributions and sampling distributions. You need to know about these things in order to understand how inferential statistics work. The third part of the course consists of an introduction to methods of inferential statistics - methods that help us decide whether the patterns we see in our data are strong enough to draw conclusions about the underlying population we are interested in. We will discuss confidence intervals and significance tests. Normally, you would not only learn about all these statistical concepts, but you would also be trained to calculate and generate these statistics yourself using freely available statistical software. Due to technical issues we are currently unable to do so. We will try to offer this again soon.

状态:Data Analysis Software
状态:Statistical Hypothesis Testing
初级课程小时

精选评论

JB

5.0评论日期:Sep 8, 2020

Thank You, @University_of_Amsterdam for this wonderful course. I have really benefited a lot from this course. Thank you, Dr. Matthijs Rooduijn for making this course so lively and interesting!!

JN

4.0评论日期:Jan 24, 2019

took the free option. It has been good so far, learning a ton. I find the videos move quickly and after watching them I had to re-read the material, overall i would recommend this course.

AR

4.0评论日期:Aug 27, 2017

Very Good course. I was pretty much satisfied. R-lab can be improved and better explanations to help us on the test could have been given (after not passing the first time, for example).

WC

5.0评论日期:Sep 15, 2022

I​ recommend this course to students with no background statistic knowledge, especially art students like me. The pictures with teachers's explaination make it easy and to understand!

BG

4.0评论日期:May 2, 2018

Un cours simple, bien structure, bien redige et enseigne avec une pedagogie adaptee. Je le recommande vivement a tous ceux qui veulent acquerir et comprendre les notions de bases de la statistique

ZP

4.0评论日期:Jun 10, 2019

Taking up this course helped me get a crystal clear understanding of the statistics concepts. I would recommend this course to anyone who is trying to learn the basic concepts of statistics. Cheers!

PS

5.0评论日期:Aug 26, 2020

Brilliant material and the professors are amazing! I thoroughly enjoyed the course and would rate it 100% easy to understand , difficult concepts explained clearly, lots of exercises

JN

4.0评论日期:Aug 30, 2017

Good course with hands-on examples. Liked the balance between theory and practice. Good that one got to practice in R, even though the syntax was bit of a headache from time to time.

DN

4.0评论日期:Mar 21, 2021

Excellent course on basic statistics. The instructors are good and have done much to make it simpler. However, I would have appreciated more worked out examples along with the transcripts.

AV

5.0评论日期:Jun 27, 2022

Instructors have provided concise explanations of the concepts. There are many examples considered that make statistics easier to understand! Also, the illustrations are fancy. I enjoyed every video!

SH

4.0评论日期:Aug 18, 2019

Videos were good, quizzes were good at assessing knowledge. Didn't like the tool for answering question in R. Would much rather they just had you install R and RStudio and complete questions there.

YM

4.0评论日期:Apr 9, 2019

It is not possible to revise the course by reading transcripts only. One has to go through all the videos. Otherwise, it is a very good course and explained in a very simple and easy manner.

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Mark van der Schaaf
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