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diff --git a/docs/nbuild/doctrees/How to contribute.doctree b/docs/nbuild/doctrees/How to contribute.doctree
diff --git a/docs/nbuild/doctrees/chapter_abb/Abbendum.doctree b/docs/nbuild/doctrees/chapter_abb/Abbendum.doctree
diff --git a/docs/nbuild/doctrees/chapter_abb/Data protection - security (ext.).doctree b/docs/nbuild/doctrees/chapter_abb/Data protection - security (ext.).doctree
diff --git a/docs/nbuild/doctrees/chapter_abb/Data wrangling.doctree b/docs/nbuild/doctrees/chapter_abb/Data wrangling.doctree
diff --git a/docs/nbuild/doctrees/chapter_abb/Eye tracking.doctree b/docs/nbuild/doctrees/chapter_abb/Eye tracking.doctree
diff --git a/docs/nbuild/doctrees/chapter_abb/Formatting - saving data (ext.).doctree b/docs/nbuild/doctrees/chapter_abb/Formatting - saving data (ext.).doctree
diff --git a/docs/nbuild/doctrees/chapter_abb/Multivariate Analysis and Machine Learning.doctree b/docs/nbuild/doctrees/chapter_abb/Multivariate Analysis and Machine Learning.doctree
diff --git a/docs/nbuild/doctrees/chapter_abb/Neuroscience.doctree b/docs/nbuild/doctrees/chapter_abb/Neuroscience.doctree
diff --git a/docs/nbuild/doctrees/chapter_abb/Online Experiments.doctree b/docs/nbuild/doctrees/chapter_abb/Online Experiments.doctree
diff --git a/docs/nbuild/doctrees/chapter_abb/Special methods.doctree b/docs/nbuild/doctrees/chapter_abb/Special methods.doctree
diff --git a/docs/nbuild/doctrees/chapter_ana/Analysing Experimental Data.doctree b/docs/nbuild/doctrees/chapter_ana/Analysing Experimental Data.doctree
diff --git a/docs/nbuild/doctrees/chapter_ana/Basic Visualisation.doctree b/docs/nbuild/doctrees/chapter_ana/Basic Visualisation.doctree
diff --git a/docs/nbuild/doctrees/chapter_ana/Descriptive Statistics.doctree b/docs/nbuild/doctrees/chapter_ana/Descriptive Statistics.doctree
diff --git a/docs/nbuild/doctrees/chapter_ana/Introduction to Programming with R.doctree b/docs/nbuild/doctrees/chapter_ana/Introduction to Programming with R.doctree
diff --git a/docs/nbuild/doctrees/chapter_ana/Multivariate data.doctree b/docs/nbuild/doctrees/chapter_ana/Multivariate data.doctree
diff --git a/docs/nbuild/doctrees/chapter_ana/The Generalized Linear Model.doctree b/docs/nbuild/doctrees/chapter_ana/The Generalized Linear Model.doctree
diff --git a/docs/nbuild/doctrees/chapter_comp/Computer stuff.doctree b/docs/nbuild/doctrees/chapter_comp/Computer stuff.doctree
diff --git a/docs/nbuild/doctrees/chapter_comp/Computers.doctree b/docs/nbuild/doctrees/chapter_comp/Computers.doctree
diff --git a/docs/nbuild/doctrees/chapter_comp/Docker.doctree b/docs/nbuild/doctrees/chapter_comp/Docker.doctree
diff --git a/docs/nbuild/doctrees/chapter_comp/Introduction to Programming with Python.doctree b/docs/nbuild/doctrees/chapter_comp/Introduction to Programming with Python.doctree
diff --git a/docs/nbuild/doctrees/chapter_comp/Setting up a scientific research environment.doctree b/docs/nbuild/doctrees/chapter_comp/Setting up a scientific research environment.doctree
diff --git a/docs/nbuild/doctrees/chapter_comp/Version Control, Git and Github.doctree b/docs/nbuild/doctrees/chapter_comp/Version Control, Git and Github.doctree
diff --git a/docs/nbuild/doctrees/chapter_exp/Conducting Experiments.doctree b/docs/nbuild/doctrees/chapter_exp/Conducting Experiments.doctree
diff --git a/docs/nbuild/doctrees/chapter_exp/Contrafactual Causality.doctree b/docs/nbuild/doctrees/chapter_exp/Contrafactual Causality.doctree
diff --git a/docs/nbuild/doctrees/chapter_exp/Experimental Designs.doctree b/docs/nbuild/doctrees/chapter_exp/Experimental Designs.doctree
diff --git a/docs/nbuild/doctrees/chapter_exp/Programming Experiments in Psychopy.doctree b/docs/nbuild/doctrees/chapter_exp/Programming Experiments in Psychopy.doctree
diff --git a/docs/nbuild/doctrees/chapter_exp/Variables in Psychology.doctree b/docs/nbuild/doctrees/chapter_exp/Variables in Psychology.doctree
diff --git a/docs/nbuild/doctrees/chapter_phil/Fallibilism and Falsificationism: Hume and Popper.doctree b/docs/nbuild/doctrees/chapter_phil/Fallibilism and Falsificationism: Hume and Popper.doctree
diff --git a/.../nbuild/doctrees/chapter_phil/Origins of Epistemology: from Socrates to Descartes.doctree b/.../nbuild/doctrees/chapter_phil/Origins of Epistemology: from Socrates to Descartes.doctree
diff --git a/docs/nbuild/doctrees/chapter_phil/Philosophical Foundations.doctree b/docs/nbuild/doctrees/chapter_phil/Philosophical Foundations.doctree
diff --git a/docs/nbuild/doctrees/chapter_phil/What is probability? Bayes contra Hume.doctree b/docs/nbuild/doctrees/chapter_phil/What is probability? Bayes contra Hume.doctree
diff --git a/docs/nbuild/doctrees/chapter_res/Loop of submission, review, and revision.doctree b/docs/nbuild/doctrees/chapter_res/Loop of submission, review, and revision.doctree
diff --git a/docs/nbuild/doctrees/chapter_res/Pandoc intro - simple markup forms.doctree b/docs/nbuild/doctrees/chapter_res/Pandoc intro - simple markup forms.doctree
diff --git a/docs/nbuild/doctrees/chapter_res/Reporting the Results of Scientific Experiments.doctree b/docs/nbuild/doctrees/chapter_res/Reporting the Results of Scientific Experiments.doctree
diff --git a/docs/nbuild/doctrees/environment.pickle b/docs/nbuild/doctrees/environment.pickle
diff --git a/docs/nbuild/doctrees/help.doctree b/docs/nbuild/doctrees/help.doctree
diff --git a/docs/nbuild/doctrees/index.doctree b/docs/nbuild/doctrees/index.doctree
diff --git a/docs/nbuild/doctrees/license.doctree b/docs/nbuild/doctrees/license.doctree
diff --git a/docs/nbuild/html/.buildinfo b/docs/nbuild/html/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 4661c3e1d65b4d325ab9fee776ac318c
+config: 6a064e1ee4fb7109ecfaed8fd9ee17a7
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/docs/nbuild/html/How to contribute.html b/docs/nbuild/html/How to contribute.html
@@ -207,7 +207,6 @@ <h1>10. How to contribute<a class="headerlink" href="#how-to-contribute" title="
         <script type="text/javascript" src="_static/jquery.js"></script>
         <script type="text/javascript" src="_static/underscore.js"></script>
         <script type="text/javascript" src="_static/doctools.js"></script>
-        <script type="text/javascript" src="_static/language_data.js"></script>
 
 
 

diff --git a/docs/nbuild/html/_images/galtons_instruments.png b/docs/nbuild/html/_images/galtons_instruments.png
diff --git a/docs/nbuild/html/_sources/chapter_abb/Abbendum.rst.txt b/docs/nbuild/html/_sources/chapter_abb/Abbendum.rst.txt
@@ -0,0 +1,18 @@
+Abbendum
+^^^^^^^^
+bla bla
+
+Subchapters
+
+
+.. toctree::
+   :maxdepth: 2
+
+   Data wrangling
+   Multivariate Analysis and Machine Learning
+   Special methods
+   Neuroscience
+   Eye tracking
+   Online Experiments
+   Formatting - saving data (ext.)
+   Data protection - security (ext.)
diff --git a/docs/nbuild/html/_sources/chapter_abb/Data protection - security (ext.).rst.txt b/docs/nbuild/html/_sources/chapter_abb/Data protection - security (ext.).rst.txt
@@ -0,0 +1,2 @@
+Data protection - security (ext.)
+#################################
diff --git a/docs/nbuild/html/_sources/chapter_abb/Data wrangling.rst.txt b/docs/nbuild/html/_sources/chapter_abb/Data wrangling.rst.txt
@@ -0,0 +1,4 @@
+Data wrangling
+^^^^^^^^^^^^^^
+Introduction to the tidyverse
+#############################
diff --git a/docs/nbuild/html/_sources/chapter_abb/Eye tracking.rst.txt b/docs/nbuild/html/_sources/chapter_abb/Eye tracking.rst.txt
@@ -0,0 +1,2 @@
+Eye tracking
+############
diff --git a/docs/nbuild/html/_sources/chapter_abb/Formatting - saving data (ext.).rst.txt b/docs/nbuild/html/_sources/chapter_abb/Formatting - saving data (ext.).rst.txt
@@ -0,0 +1,2 @@
+Formatting - saving data (ext.)
+###############################
diff --git a/...ld/html/_sources/chapter_abb/Multivariate Analysis and Machine Learning.rst.txt b/...ld/html/_sources/chapter_abb/Multivariate Analysis and Machine Learning.rst.txt
@@ -0,0 +1,5 @@
+Multivariate Analysis and Machine Learning
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+Introduction to scikit-learn
+############################
diff --git a/docs/nbuild/html/_sources/chapter_abb/Neuroscience.rst.txt b/docs/nbuild/html/_sources/chapter_abb/Neuroscience.rst.txt
@@ -0,0 +1,2 @@
+Neuroscience
+############
diff --git a/docs/nbuild/html/_sources/chapter_abb/Online Experiments.rst.txt b/docs/nbuild/html/_sources/chapter_abb/Online Experiments.rst.txt
@@ -0,0 +1,5 @@
+Online Experiments
+^^^^^^^^^^^^^^^^^^
+
+Mechanical Turk
+###############
diff --git a/docs/nbuild/html/_sources/chapter_abb/Special methods.rst.txt b/docs/nbuild/html/_sources/chapter_abb/Special methods.rst.txt
@@ -0,0 +1,11 @@
+Special methods
+^^^^^^^^^^^^^^^
+
+Advanced Modeling of Behavior
+#############################
+
+IRT etc.
+########
+
+Modeling decisions
+##################
diff --git a/docs/nbuild/html/_sources/chapter_ana/Analysing Experimental Data.rst.txt b/docs/nbuild/html/_sources/chapter_ana/Analysing Experimental Data.rst.txt
@@ -0,0 +1,15 @@
+Analysing Experimental Data
+^^^^^^^^^^^^^^^^^^^^^^^^^^^
+bla bla
+
+Subchapters
+
+
+.. toctree::
+   :maxdepth: 2
+
+   Introduction to Programming with R
+   Basic Visualisation
+   Descriptive Statistics
+   The Generalized Linear Model
+   Multivariate data
diff --git a/docs/nbuild/html/_sources/chapter_ana/Basic Visualisation.rst.txt b/docs/nbuild/html/_sources/chapter_ana/Basic Visualisation.rst.txt
@@ -0,0 +1,2 @@
+Basic Visualisation
+###################
diff --git a/docs/nbuild/html/_sources/chapter_ana/Descriptive Statistics.rst.txt b/docs/nbuild/html/_sources/chapter_ana/Descriptive Statistics.rst.txt
@@ -0,0 +1,2 @@
+Descriptive Statistics
+######################
diff --git a/docs/nbuild/html/_sources/chapter_ana/Introduction to Programming with R.rst.txt b/docs/nbuild/html/_sources/chapter_ana/Introduction to Programming with R.rst.txt
@@ -0,0 +1,2 @@
+Introduction to Programming with R
+##################################
diff --git a/docs/nbuild/html/_sources/chapter_ana/Multivariate data.rst.txt b/docs/nbuild/html/_sources/chapter_ana/Multivariate data.rst.txt
@@ -0,0 +1,2 @@
+Multivariate data
+#################
diff --git a/docs/nbuild/html/_sources/chapter_ana/The Generalized Linear Model.rst.txt b/docs/nbuild/html/_sources/chapter_ana/The Generalized Linear Model.rst.txt
@@ -0,0 +1,8 @@
+The Generalized Linear Model
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+t-test
+######
+
+correlation test
+################
diff --git a/docs/nbuild/html/_sources/chapter_comp/Computer stuff.rst.txt b/docs/nbuild/html/_sources/chapter_comp/Computer stuff.rst.txt
@@ -0,0 +1,15 @@
+Computer stuff
+^^^^^^^^^^^^^^
+bla bla
+
+Subchapters
+
+
+.. toctree::
+   :maxdepth: 2
+
+   Computers
+   Setting up a scientific research environment
+   Version Control, Git and Github
+   Docker
+   Introduction to Programming with Python
diff --git a/docs/nbuild/html/_sources/chapter_comp/Computers.rst.txt b/docs/nbuild/html/_sources/chapter_comp/Computers.rst.txt
@@ -0,0 +1,2 @@
+Computers
+#########
diff --git a/docs/nbuild/html/_sources/chapter_comp/Docker.rst.txt b/docs/nbuild/html/_sources/chapter_comp/Docker.rst.txt
@@ -0,0 +1,2 @@
+Docker
+######
diff --git a/...uild/html/_sources/chapter_comp/Introduction to Programming with Python.rst.txt b/...uild/html/_sources/chapter_comp/Introduction to Programming with Python.rst.txt
@@ -0,0 +1,2 @@
+Introduction to Programming with Python
+#######################################
diff --git a/...html/_sources/chapter_comp/Setting up a scientific research environment.rst.txt b/...html/_sources/chapter_comp/Setting up a scientific research environment.rst.txt
@@ -0,0 +1,2 @@
+Setting up a scientific research environment
+############################################
diff --git a/docs/nbuild/html/_sources/chapter_comp/Version Control, Git and Github.rst.txt b/docs/nbuild/html/_sources/chapter_comp/Version Control, Git and Github.rst.txt
@@ -0,0 +1,2 @@
+Version Control, Git and Github
+###############################
diff --git a/docs/nbuild/html/_sources/chapter_exp/Conducting Experiments.rst.txt b/docs/nbuild/html/_sources/chapter_exp/Conducting Experiments.rst.txt
@@ -0,0 +1,14 @@
+Conducting Experiments
+^^^^^^^^^^^^^^^^^^^^^^
+bla bla
+
+Subchapters
+
+
+.. toctree::
+   :maxdepth: 2
+
+   Variables in Psychology
+   Contrafactual Causality
+   Experimental Designs
+   Programming Experiments in Psychopy
diff --git a/docs/nbuild/html/_sources/chapter_exp/Contrafactual Causality.rst.txt b/docs/nbuild/html/_sources/chapter_exp/Contrafactual Causality.rst.txt
@@ -0,0 +1,2 @@
+Contrafactual Causality
+#######################
diff --git a/docs/nbuild/html/_sources/chapter_exp/Experimental Designs.rst.txt b/docs/nbuild/html/_sources/chapter_exp/Experimental Designs.rst.txt
@@ -0,0 +1,5 @@
+Experimental Designs
+^^^^^^^^^^^^^^^^^^^^
+
+e.g. 2*2 Design gambling task
+#############################