janhove.github.io

Jan Vanhove :: Blog

Intro to statistics (German). I blog about statistics and research design with an audience consisting of researchers in bilingualism, multilingualism, and applied linguistics in mind. Subscribe to new blog posts. Some illustrations of bootstrapping. This post illustrates a statistical technique that becomes particularly useful when you want to calculate the sampling variation of some custom statistic when you start to dabble in mixed-effects models. This technique is called bootstrapping. This blog post ...

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Intro to statistics (German). I blog about statistics and research design with an audience consisting of researchers in bilingualism, multilingualism, and applied linguistics in mind. Subscribe to new blog posts. Some illustrations of bootstrapping. This post illustrates a statistical technique that becomes particularly useful when you want to calculate the sampling variation of some custom statistic when you start to dabble in mixed-effects models. This technique is called bootstrapping. This blog post ...

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Jan Vanhove :: Blog | janhove.github.io Reviews

https://janhove.github.io

Intro to statistics (German). I blog about statistics and research design with an audience consisting of researchers in bilingualism, multilingualism, and applied linguistics in mind. Subscribe to new blog posts. Some illustrations of bootstrapping. This post illustrates a statistical technique that becomes particularly useful when you want to calculate the sampling variation of some custom statistic when you start to dabble in mixed-effects models. This technique is called bootstrapping. This blog post ...

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janhove.github.io

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Jan Vanhove :: Tutorial: Drawing a scatterplot

http://janhove.github.io/reporting/2016/06/02/drawing-a-scatterplot

Intro to statistics (German). Tutorial: Drawing a scatterplot. Graphs are incredibly useful both for understanding your own data and for communicating your insights to your audience. This is why the next few blog posts will consist of tutorials on how to draw four kinds of graphs that I find most useful: scatterplots. And some variations, and Cleveland dotplots. These tutorials are aimed primarily at the students in our MA programme. Today’s graph: the scatterplot. Plane, like this:. Bottom line: Show yo...

2

Jan Vanhove :: What data patterns can lie behind a correlation coefficient?

http://janhove.github.io/teaching/2016/11/21/what-correlations-look-like

Intro to statistics (German). What data patterns can lie behind a correlation coefficient? In this post, I want to, first, help you to improve your intuition of what data patterns correlation coefficients can represent and, second, hammer home the point that to sensibly interpret a correlation coefficient, you need the corresponding scatterplot. The briefest of introductions to correlation coefficients. If you haven’t dealt with correlation coefficients much, a correlation coefficient, abbreviated as.

3

Jan Vanhove :: Classifying second-language learners as native- or non-nativelike: Don't neglect classification error rates

http://janhove.github.io/analysis/2016/07/05/classification-algorithms

Intro to statistics (German). Classifying second-language learners as native- or non-nativelike: Don't neglect classification error rates. I’d promised to write another installment on drawing graphs. But instead I’m going to write about something that I had to exclude, for reasons of space, from a recently published book chapter. On age effects in second language (L2) acquisition: classifying. Observations (e.g., L2 learners) and estimating error rates. I, for one, don’t think that ‘nativelikeness’ is a ...

4

Jan Vanhove :: Tutorial: Drawing a boxplot

http://janhove.github.io/reporting/2016/06/21/drawing-a-boxplot

Intro to statistics (German). Tutorial: Drawing a boxplot. In the two previous blog posts, you learnt to draw simple but informative scatterplots. This time, you’ll learn how to draw boxplots. A boxplot is a graphical display of a sample’s five-number summary. The minimum, the maximum, the median. Ie, the middle value if you sort the data from high to low), and the 25th and 75th percentiles. When to use boxplots, and when there are better choices. Boxplots are often a good choice when you want to compare...

5

Jan Vanhove :: Tutorial: Drawing a line chart

http://janhove.github.io/reporting/2016/06/13/drawing-a-linechart

Intro to statistics (German). Tutorial: Drawing a line chart. Graphs are incredibly useful both for understanding your own data and for communicating your insights to your audience. This is why the next few blog posts will consist of tutorials on how to draw four kinds of graphs that I find most useful: scatterplots. And some variations, and Cleveland dotplots. These tutorials are aimed primarily at the students in our MA programme. Today’s graph: the line chart. Tutorial: Drawing a linechart in ggplot2.

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hardsci.wordpress.com

Statistics as math, statistics as tools – The Hardest Science

https://hardsci.wordpress.com/2014/12/04/statistics-as-math-statistics-as-tools

Statistics as math, statistics as tools. December 4, 2014. How do you think about statistical methods in science? Are statistics a matter of math and logic? Or are they a useful tool? Over time, I have noticed that these seem to be two implicit frames for thinking about statistics. Both are useful, but they tend to be more common in different research communities. And I think sometimes conversations get off track when people are using different ones. Frame 1 is statistics as math and logic. That traditio...

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Jan Vanhove :: Blog

Intro to statistics (German). I blog about statistics and research design with an audience consisting of researchers in bilingualism, multilingualism, and applied linguistics in mind. Subscribe to new blog posts. Some illustrations of bootstrapping. This post illustrates a statistical technique that becomes particularly useful when you want to calculate the sampling variation of some custom statistic when you start to dabble in mixed-effects models. This technique is called bootstrapping. This blog post ...

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