Basic Statistics

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.

Created by: Matthijs Rooduijn

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Overall Score : 96 / 100

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Course Description

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.You will not only learn about all these statistical concepts, you will also be trained to calculate and generate these statistics yourself using freely available statistical software.

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Instructor Details

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I am a political sociologist at the University of Amsterdam. I work as a postdoctoral researcher at the Amsterdam Institute for Inequality Studies (AMCIS) and as a lecturer at the Department of Political Science. Previously I was a PhD researcher at the Amsterdam Institute for Social Science Research (AISSR). In March 2013 I defended my PhD thesis entitled 'A Populist Zeitgeist? The Impact of Populism on Parties, Media and the Public in Western Europe' (cum laude). My research focuses on topics such as populism, left-right radicalism, voting behavior, public opinion and democracy. I study the reasons why people vote for populist parties; I assess the consequences of the rise of such parties for other actors in the electoral process; and I look at how social and economic inequalities shape political attitudes and electoral behavior. I teach courses in the Bachelor and Master programs of the Department of Political Science about comparative politics, populism, and research methodology. I also write about these and related topics on blogs and in newspapers and magazines. I am co-founder of the Dutch political science blog Stuk Rood Vlees.

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Reviews

4.8

482 total reviews

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By Try K on 28-Sep-17

Great course, easy to understand and very informative.

By Natalie R on 14-Oct-17

Enthusiastic teachers and very well designed and prepared lecture. Thank you a lot!

By Edit T on 23-Nov-17

humorous and a lot of fun and gains

By Emily on 4-Feb-17

Thank you very much for this course! I got many useful information and had lots of fun to study it.

By Abhay K on 28-Aug-16

Best course for the beginners in Statistics.

By ayush t on 3-Mar-18

The lectures are easy to understand, fun and useful.

By Rawan M on 6-Apr-17

Thank you! It is so amazing!

By JOSEPH E on 16-Feb-17

The course helped me to check my knowledge from basic statistics. Teachers are great and explain difficult topics on some easy to understand examples. Thank you!

By Avinash S on 17-Apr-17

Very good course and very interesting.

By Teo S on 30-Nov-17

Very good parallel training switching between statistical theory and practice in R.

By Xiong W on 11-Apr-16

The instructors are awesome to convey the concepts using examples. They actually made learning statistics to be fun which is unexpected and unseen elsewhere (e.g. Universities, other stats courses). I have been enjoying myself in learning. Thank you!

By Caitlin T on 27-Jan-16

Great materials and teachers. This is one of the best courses I've found.