Merge branch 'patch-1' of https://github.com/elpres/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

Author: Bob Jansen

Chapter1_Introduction/Chapter1_Introduction.ipynb

@@ -848,7 +848,7 @@
      "cell_type": "markdown",
      "metadata": {},
      "source": [
-      "Our posterior distribution puts most weight near the true value of $p_A$, but also some weights in the tails. This is a measure of how uncertain we should be, given our observations. Try changing the number of obsernations, `N`, and observe how the posterior distribution changes.\n",
+      "Our posterior distribution puts most weight near the true value of $p_A$, but also some weights in the tails. This is a measure of how uncertain we should be, given our observations. Try changing the number of observations, `N`, and observe how the posterior distribution changes.\n",
       "\n",
       "### *A* and *B* Together\n",
       "\n",
@@ -2431,4 +2431,4 @@
    "metadata": {}
   }
  ]
-}
+}

Chapter2_MorePyMC/MorePyMC.ipynb

@@ -146,13 +146,23 @@ Reviews
 ------
 *these are satirical, but real*
 
-> "No, but it looks good" - [John D. Cook](https://twitter.com/JohnDCook/status/359672133695184896)
+"No, but it looks good" - [John D. Cook](https://twitter.com/JohnDCook/status/359672133695184896)
 
-> "I ... read this book ... I like it!" - [Andrew Gelman](http://www.andrewgelman.com/2013/07/21/bayes-related)
+"I ... read this book ... I like it!" - [Andrew Gelman](http://www.andrewgelman.com/2013/07/21/bayes-related)
 
-> "This book is a godsend, and a direct refutation to that "hmph! you don't know maths, piss off!" school of thought...
+"This book is a godsend, and a direct refutation to that 'hmph! you don't know maths, piss off!' school of thought...
 The publishing model is so unusual. Not only is it open source but it relies on pull requests from anyone in order to progress the book. This is ingenious and heartening" - [excited Reddit user](http://www.reddit.com/r/Python/comments/1alnal/probabilistic_programming_and_bayesian_methods/)
 
+
+#### Mobile? You bet
+
+Available for ALL the mobile devices, as these in real-life screenshots suggest:
+
+![so real](http://i.imgur.com/6jV4mSr.png)
+![really real](http://i.imgur.com/JMdYv6g.png)
+
+(thanks to [http://placeit.breezi.com/](http://placeit.breezi.com/) for these hilarious shots)
+
 Contributions and Thanks
 -----