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_toc.yml
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_toc.yml
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# Table of contents
# Learn more at https://jupyterbook.org/customize/toc.html
format: jb-book
root: intro
parts:
- caption: Unit 1
numbered: 1
chapters:
- file: unit1/Unit1-about-this-course
- file: unit1/Unit1-topics
- file: unit1/Unit1-software
- file: unit1/Unit1-simple-regression
- caption: Unit 2
numbered: 1
chapters:
- file: unit2/Unit2-history
- file: unit2/Unit2-history2
- file: unit2/Unit2-bayesianvsclassical
- file: unit2/Unit2-10flips
- file: unit2/Unit2-fda
- caption: Unit 3
chapters:
- file: unit3/Unit3-NecessaryProbability
- file: unit3/Unit3-conditioning1
- file: unit3/Unit3-conditioning2
- file: unit3/Unit3-Bayes-theorem
- file: unit3/Unit3-ManufacturingBayes
- file: unit3/Unit3-TwoHeadedCoin
- file: unit3/Unit3-bayesnetworks
- file: unit3/Unit3-Alarm
- file: unit3/moreexamples3
sections:
- file: unit3/Unit3-Emily
- file: unit3/SupplementaryExercises35
- caption: Unit 4
chapters:
- file: unit4/distributions
sections:
- file: unit4/Unit4-basicdist
- file: unit4/Unit4-numericalchar
- file: unit4/Unit4-jointconditionals
- file: unit4/bayestheorem
sections:
- file: unit4/Unit4-ingredients
- file: unit4/Unit4-conjugatefamilies
- file: unit4/Unit4-IQexample
- file: unit4/Unit4-BetaPriors
- file: unit4/Unit4-poissongamma
- file: unit4/conjugatecases
sections:
- file: unit4/Unit4-estimation
- file: unit4/Unit4-crediblesets
- file: unit4/Unit4-GammaGamma
- file: unit4/Unit4-testing
- file: unit4/Unit4-prediction
- file: unit4/priors
sections:
- file: unit4/Unit4-elicitation
- file: unit4/Unit4-noninform
- file: unit4/Unit4-samplesize
- file: unit4/Unit4-eBay
- file: unit4/empiricalbayes
sections:
- file: unit4/Unit4-parametric
- file: unit4/Unit4-nonpara
- file: unit4/moreexamples
sections:
- file: unit4/Unit4-AlphaParticles
- file: unit4/SupplementaryExercises43
- file: unit4/SupplementaryExercises48
- caption: Unit 5
chapters:
- file: unit5/bayesian-computation
sections:
- file: unit5/Unit5-numericalapproaches
- file: unit5/Unit5-norcau1
- file: unit5/Unit5-Laplace
- file: unit5/Unit5-demo-Laplaces-method
- file: unit5/Unit5-mcmc
- file: unit5/metropolis-hastings
sections:
- file: unit5/Unit5-Metropolis
- file: unit5/Unit5-Metropolis1
- file: unit5/Unit5-MetropolisHastings
- file: unit5/Unit5-MetropolisHastings2
- file: unit5/gibbs-sampling
sections:
- file: unit5/Unit5-gibbsintro
- file: unit5/Unit5-GibbsSampler
- file: unit5/Unit5-gibbs2
- file: unit5/Unit5-PumpsMCMC
- file: unit5/Unit5-gibbsex3math
- file: unit5/Unit5-Gibbs3
- file: unit5/other
sections:
- file: unit5/Unit5-hamiltonian
- file: unit5/Unit5-other-methods
- file: unit5/SupplementaryExercises54
- caption: Unit 6
numbered: 1
chapters:
- file: unit6/Unit6-probabilisticprogramming
- file: unit6/Unit6-doodlebug
- file: unit6/Unit6-demo-doodle
- file: unit6/Unit6-moreaboutpymc
- file: unit6/Unit6-loadingdata
- file: unit6/Unit6-missingdata
- file: unit6/Unit6-htesting
- file: unit6/Unit6-prediction
- file: unit6/Unit6-censoring
- file: unit6/Unit6-customlikelihood
- caption: Unit 7
chapters:
- file: unit7/hierarchical
sections:
- file: unit7/Unit7-introduction
- file: unit7/Unit7-why
- file: unit7/Unit7-priors
- file: unit7/Unit7-hiddenmixtures
- file: unit7/Unit7-metaanalysis
- file: unit7/linearmodels
sections:
- file: unit7/Unit7-anova
- file: unit7/Unit7-coagulation
- file: unit7/Unit7-factorial
- file: unit7/Unit7-demo-factorial
- file: unit7/Unit7-regression
- file: unit7/Unit7-demo-regression
- file: unit7/Unit7-multipleregression
- file: unit7/Unit7-demo-multiple
- file: unit7/othermodels
sections:
- file: unit7/Unit7-other
- file: unit7/Unit7-arrhythmia
- file: unit7/Unit7-multinomial
- file: unit7/Unit7-demo-multinomial
- file: unit7/Unit7-multilevel
- file: unit7/Unit7-demo-multilevel
- file: unit7/SupplementaryExercises74
- caption: Unit 8
chapters:
- file: unit8/Unit8-missing
- file: unit8/Unit8-missrats
- file: unit8/Unit8-timetoevent
- file: unit8/Unit8-tteex1
- file: unit8/Unit8-tteex2
- file: unit8/Unit8-tte-gastric
- file: unit8/SupplementaryExercises83
- caption: Unit 9
chapters:
- file: unit9/Unit9-fit-selection-diagnostics
- file: unit9/Unit9-dic
- file: unit9/Unit9-fitsel
- file: unit9/Unit9-hald
- file: unit9/Unit9-cpo
- file: unit9/Unit9-gessell
- file: unit9/Unit9-cumulative
- file: unit9/Unit9-cumulative2
- file: unit9/Unit9-ssvs
- file: unit9/Unit9-hald2
- file: unit9/SupplementaryExercises93
- caption: Unit 10
numbered: 1
chapters:
- file: unit10/Unit10-lister
- file: unit10/Unit10-growth
- file: unit10/Unit10-disasters
- file: unit10/Unit10-rasch
- file: unit10/Unit10-italywines123
- file: unit10/Unit10-katla
- file: unit10/Unit10-sunspots
- caption: Back Matter
numbered: 1
chapters:
- glob: backmatter/*