The Adventurer’s Map to the Notebook

Here you can find the “Adventurer’s Map” to the course. The Map shows the pathways you can take among the Notebook entries. This Map will grow throughout the semester as new entries are added to the Notebook.

In blue are entries that were recently added. In green are entries that you should have read by now, as per Course schedule.

Tip

You can click on the name in the nodes and you will be taken to the entry in the Notebook.

graph TD
  A[Start here]
  B[Research methods]
  click B href "posts/hodotics.html" "Go to page"
  style B fill:#008000,color:#FFF,stroke-width:2px
  C[Computer basics]
  click C href "posts/computer-basics.html" "Go to page"
  style C fill:#008000,color:#FFF,stroke-width:2px
  D[R basics]
  click D href "posts/r-basics.html" "Go to page"
  style D fill:#008000,color:#FFF,stroke-width:2px
  E[Statistical variables]
  click E href "posts/stat-variables.html" "Go to page"
  style E fill:#008000,color:#FFF,stroke-width:2px
  F[Intro to Quarto]
  click F href "posts/intro-quarto.html" "Go to page"
  style F fill:#008000,color:#FFF,stroke-width:2px
  G[R Troubleshooting]
  click G href "posts/r-troubleshooting.html" "Go to page"
  H[Read data in R]
  click H href "posts/data-types.html" "Go to page"
  style H fill:#008000,color:#FFF,stroke-width:2px
  I[Read multiple files]
  click I href "posts/import-multiple.html" "Go to page"
  J[Intro regression I]
  click J href "posts/intro-regression.html" "Go to page"
  style J fill:#008000,color:#FFF,stroke-width:2px
  K[Introduction to plotting]
  click K href "posts/intro-plot.html" "Go to page"
  style K fill:#008000,color:#FFF,stroke-width:2px
  L[Wrangling data]
  click L href "posts/wrangle.html" "Go to page"
  style L fill:#008000,color:#FFF,stroke-width:2px
  M[Plotting basics]
  click M href "posts/plotting-basics.html" "Go to page"
  style M fill:#008000,color:#FFF,stroke-width:2px
  N[Bar charts]
  click N href "posts/bar-charts.html" "Go to page"
  O[Filtering]
  click O href "posts/wrangle-filter.html" "Go to page"
  P[Mutating]
  click P href "posts/wrangle-mutate.html" "Go to page"
  Q[Pivoting]
  click Q href "posts/wrangle-pivoting.html" "Go to page"
  Z[Faceting plots]
  click Z href "posts/plot-faceting.html" "Go to page"
  AA[Density plots]
  click AA href "posts/plot-density.html" "Go to page"
  AB[Advanced plotting]
  click AB href "posts/plot-advanced.html" "Go to page"
  AC[Summary measures]
  click AC href "posts/summaries.html" "Go to page"
  style AC fill:#008000,color:#FFF,stroke-width:2px
  
  AD[Empirical research]
  click AD href "posts/research-context.html" "Go to page"
  style AD fill:#008000,color:#FFF,stroke-width:2px
  AE[Research Qs and Hs]
  click AE href "posts/research-qh.html" "Go to page"
  style AE fill:#008000,color:#FFF,stroke-width:2px
  AF[Quantitative analysis]
  click AF href "posts/data-analysis.html" "Go to page"
  style AF fill:#008000,color:#FFF,stroke-width:2px
  AG[Inference]
  click AG href "posts/inference.html" "Go to page"
  style AG fill:#008000,color:#FFF,stroke-width:2px
  AH[Statistics]
  click AH href "posts/statistics.html" "Go to page"
  style AH fill:#008000,color:#FFF,stroke-width:2px
  AI[Repro/repli]
  click AI href "posts/repro-repli.html" "Go to page"
  style AI fill:#008000,color:#FFF,stroke-width:2px
  AJ[Proj Management]
  click AJ href "posts/management.html" "Go to page"
  AK[File management]
  click AK href "posts/file-manage.html" "Go to page"
  
  AL[Machine Learning]
  click AL href "posts/machine-learning.html" "Go to page"
  AM[R scripts]
  click AM href "posts/scripts.html" "Go to page"
  style AM fill:#008000,color:#FFF,stroke-width:2px
  AN[R packages]
  click AN href "posts/packages.html" "Go to page"
  style AN fill:#008000,color:#FFF,stroke-width:2px
  
  AO[Frequentist vs Bayesian]
  click AO href "posts/freq-bayes.html" "Go to page"
  style AO fill:#008000,color:#FFF,stroke-width:2px
  AP[P-values]
  click AP href "posts/p-values.html" "Go to page"
  style AP fill:#008000,color:#FFF,stroke-width:2px
  
  R[Intro regression II]
  click R href "posts/intro-regression-predictors.html" "Go to page"
  style R fill:#008000,color:#FFF,stroke-width:2px
  S[Regression: categorical predictors]
  click S href "posts/intro-regression-categorical.html" "Go to page"
  style S fill:#008000,color:#FFF,stroke-width:2px
  T[MCMC draws]
  click T href "posts/regression-draws.html" "Go to page"
  U[Indexing predictors]
  click U href "posts/regression-indexing.html" "Go to page"
  V[Interactions]
  click V href "posts/regression-interactions.html" "Go to page"
  W[Categorical-categorical interactions]
  click W href "posts/regression-interactions-catcat.html" "Go to page"
  X[Bernoulli regression]
  click X href "posts/regression-bernoulli.html" "Go to page"
  AQ[Numeric-numeric interactions]
  click AQ href "posts/regression-interactions-numnum.html" "Go to page"
  AT[Poisson regression]
  click AT href "posts/regression-poisson.html" "Go to page"
  AU[Ordinal regression]
  click AU href "posts/regression-ordinal.html" "Go to page"
  AV[Bayesian regression papers]
  click AV href "posts/bayes-papers.html" "Go to page"
  style AV fill:#00008B,color:#FFF,stroke-width:2px
  AX[Regression model cheat-sheet]
  click AX href "posts/regression-cheat-sheet.html" "Go to page"
  style AX fill:#00008B,color:#FFF,stroke-width:2px
  AY[Sample size]
  click AY href "posts/sample-size.html" "Go to page"
  style AY fill:#00008B,color:#FFF,stroke-width:2px
  AZ[Wrong inference]
  click AZ href "posts/regression-freq-bayes.html" "Go to page"
  style AZ fill:#00008B,color:#FFF,stroke-width:2px
  
  AW[Reporting]
  click AW href "posts/reporting.html" "Go to page"
  style AW fill:#00008B,color:#FFF,stroke-width:2px
  
  AR[Interactive plots]
  click AR href "posts/plot-plotly.html" "Go to page"
  AS[Plotting tips]
  click AS href "posts/plot-galleries.html" "Go to page"
  
  A --> B & C
  
  B --> AD & AF & AJ
  AD --> AE
  AE --> AI
  AF --> AG & AH
  AJ --> AK
  
  C --> D
  
  D --> AN & G
  AN --> H
  AH --> AO
  AO --> J & AP & AV
  
  H --> AM
  AM --> F & I
  I --> Q
  
  F --> E
  E --> J & K & L & AC & AL
  
  K --> M
  M --> N & Z & AA & AS & AW
  N --> AB
  AA --> AB
  AB --> AR
  AC --> AW
  AI --> AY
  AP --> AY

  L --> O & P & Q
  P --> N & AA
  
  %% Regression
  J --> R --> S --> T & U & AW & AX & AZ
  U --> V & X
  V --> W
  W --> AQ
  X --> AQ & AT & AU