From f1ee44e1f8b2c46df92ccd75a5c005caede1f1b6 Mon Sep 17 00:00:00 2001 From: Alexander Clark Date: Sat, 17 Feb 2024 14:11:44 -0500 Subject: [PATCH] intro --- .DS_Store | Bin 12292 -> 12292 bytes book/_build/.doctrees/environment.pickle | Bin 1127861 -> 1129015 bytes book/_build/.doctrees/gsheets.doctree | Bin 47709 -> 48071 bytes book/_build/.doctrees/intro.doctree | Bin 10673 -> 12147 bytes book/_build/.doctrees/regression.doctree | Bin 159369 -> 159369 bytes book/_build/html/_sources/gsheets.md | 5 +- book/_build/html/_sources/intro.md | 5 ++ book/_build/html/_sources/regression.ipynb | 16 ++--- book/_build/html/genindex.html | 12 ++-- book/_build/html/gsheets.html | 21 ++++--- book/_build/html/intro.html | 63 ++++++++++++++----- book/_build/html/regression.html | 24 +++---- book/_build/html/search.html | 12 ++-- book/_build/html/searchindex.js | 2 +- book/_build/jupyter_execute/regression.ipynb | 16 ++--- book/_toc.yml | 12 ++-- book/gsheets.md | 5 +- book/intro.md | 5 ++ 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a/book/_build/.doctrees/regression.doctree b/book/_build/.doctrees/regression.doctree index 8a3316f56a663da6faae103602cbdd7ed8155112..71abb431b8e8aec091842acc67d051dbff0e756c 100644 GIT binary patch delta 803 zcmd6ky-EW?6or{Bl%&?ec9Sv}X6DY!-c9QR2*E-j7W1nhnBWhJ0sC}9ip56p4TLRH z<_S_-rnJZd*qcHNyDd{5_%8S3oaw4HU9~>$Y)4w*1V-Q@N>Ey8a2P$5!COr(5d}GG zyMBd|?R8xPx^BBQ>!e^5H>v>ckU*JGLRtC(5_+vMgw5CLUa{lZ^Tkd*4xb0Z1{X5# z<=3Op?M>dFY0_hbpBhDm+;cvz-hfXpRuh5>;AI?Hm|wg3frfm%v~ zqB@r3w?hoxwD^Mb0CVSk2n@2H8XRof)_7KM;~_v$PL%hzJIx!Alg&{CE&n$V#FsVMT$#luAwjNe9RVX8M^|hPuzo+T%CHw2&H2&nI diff --git a/book/_build/html/_sources/gsheets.md b/book/_build/html/_sources/gsheets.md index 010a539..8f652a6 100644 --- a/book/_build/html/_sources/gsheets.md +++ b/book/_build/html/_sources/gsheets.md @@ -1,6 +1,9 @@ # Overview -Google Sheets is excellent for its low scare-factor and its free availability. Microsoft Excel can do a bit more and Python or R can do a lot more. Use Google Sheets if you are someone who needs to manipulate data or make statistical calculations, but not so often that you should suffer the investment required to use languages like Python or R or to learn/pay for other applications. Google Sheets will get you from point A to point B and with only an internet browser. In the context of this class, the only advantage of Excel might be the availability of the Analysis ToolPak plugin (useful for regression analysis). +Google Sheets is excellent for its low scare-factor and its free availability. Google Sheets will get you from point A to point B and with only an internet browser. Microsoft Excel can do a bit more. In the context of this class, the only advantage of Excel is the availability of the Analysis ToolPak plugin for regression analysis. Python or R can do a lot more. You might get a job from your Python abilities alone, but [that won't happen with Excel/Sheets](https://youtu.be/bwlAik0HyyE?si=MjQg_DLoayw4gXCA&t=32). + +Use Google Sheets if you are someone who needs to manipulate data or make statistical calculations, but not so often that you should suffer the investment required to use languages like Python or R or to learn/pay for other applications. + ## Basics diff --git a/book/_build/html/_sources/intro.md b/book/_build/html/_sources/intro.md index 403c476..8ad16ef 100644 --- a/book/_build/html/_sources/intro.md +++ b/book/_build/html/_sources/intro.md @@ -26,6 +26,11 @@ We'll argue that statistics is *not* just math, but the imperative from Halmos s ![How Math Works](images/HowMath.png) +## More about 1101 + +This is an introductory course in statistics. Students will learn how to interpret and produce statistical analyses, with applications taken from many fields. Major topics include the design of experiments, descriptive statistics, correlation, probability, hypothesis testing, and regression. + +The only pre-requisite for this course is that you should be good at high school algebra. I recommend taking the calculus-based intro instead if you want to pursue stats or a related field. ```{tableofcontents} diff --git a/book/_build/html/_sources/regression.ipynb b/book/_build/html/_sources/regression.ipynb index 08403bf..a32e4f9 100644 --- a/book/_build/html/_sources/regression.ipynb +++ b/book/_build/html/_sources/regression.ipynb @@ -344,7 +344,7 @@ "data": { "text/html": [ "\n", - "

\n" + "
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Intercept: 0.0000
SD of X: 1.4142
SD of Y: 1.4142
Correlation Coefficient: 1.0000\"}},{\"type\":\"object\",\"name\":\"Figure\",\"id\":\"p1007\",\"attributes\":{\"width\":450,\"height\":450,\"x_range\":{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p1016\",\"attributes\":{\"end\":6}},\"y_range\":{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p1017\",\"attributes\":{\"end\":6}},\"x_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p1018\"},\"y_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p1019\"},\"title\":{\"type\":\"object\",\"name\":\"Title\",\"id\":\"p1014\"},\"renderers\":[{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p1037\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p1001\",\"attributes\":{\"js_property_callbacks\":{\"type\":\"map\",\"entries\":[[\"change:data\",[{\"type\":\"object\",\"name\":\"CustomJS\",\"id\":\"p1050\",\"attributes\":{\"args\":{\"type\":\"map\",\"entries\":[[\"source\",{\"id\":\"p1001\"}],[\"line_source\",{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p1004\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p1005\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p1006\"},\"data\":{\"type\":\"map\",\"entries\":[[\"x\",[1,5]],[\"y\",[1.0,5.0]]]}}}],[\"div\",{\"id\":\"p1049\"}]]},\"code\":\"\\n const data = source.data;\\n const x = data['x'];\\n const y = data['y'];\\n const n = x.length;\\n\\n if (n === 0) {\\n line_source.data = {'x': [], 'y': []};\\n div.text = \\\"Slope: N/A
Intercept: N/A
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Intercept: N/A
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(g per 100g)\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1135\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1127\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1128\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1129\"},\"axis_label\":\"Calories (per 100g)\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1130\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1131\",\"attributes\":{\"axis\":{\"id\":\"p1127\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1136\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p1132\"}}}]}}}}]}}]}};\n", + " const render_items = [{\"docid\":\"badf6947-1349-465a-ac25-0b0f0ab0fe56\",\"roots\":{\"p1168\":\"f58bc11c-3263-4888-84b7-9a7f113ed284\"},\"root_ids\":[\"p1168\"]}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", @@ -1066,7 +1066,7 @@ }, { "cell_type": "markdown", - "id": "72ce6b76", + "id": "64cc25f3", "metadata": {}, "source": [ "## Regression Fallacy\n", @@ -1229,7 +1229,7 @@ "$\\hat{y} = 33.893 +0.514 x_{1}$" ], "text/plain": [ - "" + "" ] }, "metadata": {}, diff --git a/book/_build/html/genindex.html b/book/_build/html/genindex.html index 685850f..a4a4e5a 100644 --- a/book/_build/html/genindex.html +++ b/book/_build/html/genindex.html @@ -190,6 +190,12 @@
  • Regression
  • Bibliography
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