Notes on Applied Statistics

P.B. Stark

Copyright (c) 2021--2023 by Philip B. Stark

This repository contains two sets of lecture notes, in addition to material for specific courses taught at the Department of Statistics at UC Berkeley. You can find a fully rendered version of these pages as an interactive textbook here.

The main sets of lecture notes are:

Name	Name	Last commit message	Last commit date
Latest commit pbstark BUG: minor wording changes to term project May 16, 2023 1eb5dbe · May 16, 2023 History 105 Commits
.github/workflows	.github/workflows	BUG: fix incorrect requirements file in github actions workflow	Feb 27, 2023
240-spring-2023	240-spring-2023	BUG: minor wording changes to term project	May 16, 2023
Data	Data	initial commit	Jan 11, 2023
Old	Old	WIP: jupyter book--reorganize material, add toc, etc.	Feb 1, 2023
RandPics	RandPics	initial commit	Jan 11, 2023
UQPics	UQPics	initial commit	Jan 11, 2023
.gitignore	.gitignore	added .gitignore	Jan 11, 2023
E-values.ipynb	E-values.ipynb	WIP: multiple testing	Apr 18, 2023
README.md	README.md	ENH: add binder and basic links to landing page.	Feb 27, 2023
SHANGRLA.ipynb	SHANGRLA.ipynb	initial commit	Jan 11, 2023
SPRTNuisance.ipynb	SPRTNuisance.ipynb	initial commit	Jan 11, 2023
_config.yml	_config.yml	ENH: minor cleanups to config to finish up this PR.	Feb 27, 2023
_toc.yml	_toc.yml	WIP: postpone homework, minor edits	Mar 1, 2023
audit.ipynb	audit.ipynb	BUG: fix off-by-one errors in loop index; make notation more consistent	Feb 14, 2023
bayes.ipynb	bayes.ipynb	initial commit	Jan 11, 2023
betting-martingales.ipynb	betting-martingales.ipynb	WIP: E-values, combinations of tests, make notation in tests chapter …	Mar 21, 2023
biblio.md	biblio.md	initial commit	Jan 11, 2023
binom.ipynb	binom.ipynb	WIP: rearranging material; progress on assignments	Jan 19, 2023
book-requirements.txt	book-requirements.txt	ENH: Add a separate (simpler) book-requirements file.	Feb 27, 2023
bootstrap.ipynb	bootstrap.ipynb	WIP: rearranging material; progress on assignments	Jan 19, 2023
canonical.ipynb	canonical.ipynb	initial commit	Jan 11, 2023
causal-inference.ipynb	causal-inference.ipynb	WIP: adding Caughey et al to the causal inference chapter	Mar 23, 2023
confidence-sets.ipynb	confidence-sets.ipynb	WIP: consistency of notation	Jan 18, 2023
conformal-prediction.ipynb	conformal-prediction.ipynb	WIP: density estimation, conformal prediction	Apr 27, 2023
copa.ipynb	copa.ipynb	initial commit	Jan 11, 2023
courseDefs.tex	courseDefs.tex	initial commit	Jan 11, 2023
density-estim.ipynb	density-estim.ipynb	WIP: density estimation, conformal prediction	Apr 27, 2023
duality.ipynb	duality.ipynb	WIP: rearranging material; progress on assignments	Jan 19, 2023
dus.ipynb	dus.ipynb	WIP: martingale methods, DUS, etc.	Mar 9, 2023
election_audits.ipynb	election_audits.ipynb	initial commit	Jan 11, 2023
em.ipynb	em.ipynb	initial commit	Jan 11, 2023
fisher-exact.ipynb	fisher-exact.ipynb	WIP: working on assignments	Jan 17, 2023
gaffke.ipynb	gaffke.ipynb	WIP: martingale methods, DUS, etc.	Mar 9, 2023
goodness_of_fit.ipynb	goodness_of_fit.ipynb	initial commit	Jan 11, 2023
hoeffding.ipynb	hoeffding.ipynb	WIP: classical and trend	Feb 22, 2023
index-all.ipynb	index-all.ipynb	WIP: multiple testing	Apr 18, 2023
index.ipynb	index.ipynb	WIP: homework	Feb 28, 2023
inference.ipynb	inference.ipynb	WIP: rearranging material; progress on assignments	Jan 19, 2023
kaplan-markov-taint.ipynb	kaplan-markov-taint.ipynb	WIP: clean up notation	Mar 9, 2023
kaplanWald.ipynb	kaplanWald.ipynb	WIP: martingales and term project	Mar 14, 2023
karpEtal15.ipynb	karpEtal15.ipynb	initial commit	Jan 11, 2023
khazanEtal.ipynb	khazanEtal.ipynb	initial commit	Jan 11, 2023
kmart.ipynb	kmart.ipynb	initial commit	Jan 11, 2023
least_squares.ipynb	least_squares.ipynb	initial commit	Jan 11, 2023
linalg.ipynb	linalg.ipynb	initial commit	Jan 11, 2023
logo.png	logo.png	Add JuptyerBook logo file.	Feb 27, 2023
markov.ipynb	markov.ipynb	BUG: fix broken derivation in Gaffke	Mar 8, 2023
martingales.ipynb	martingales.ipynb	WIP: e-values, conformal prediction	Apr 13, 2023
math-foundations.ipynb	math-foundations.ipynb	WIP: progress on conformal prediction	Apr 27, 2023
math-inequalities.ipynb	math-inequalities.ipynb	WIP: expanding E-values	Apr 6, 2023
models.ipynb	models.ipynb	WIP: reorganizing material; improving assignments	Jan 13, 2023
moderna-efficacy.ipynb	moderna-efficacy.ipynb	initial commit	Jan 11, 2023
nonparametricConfidence.ipynb	nonparametricConfidence.ipynb	initial commit	Jan 11, 2023
normApprox.ipynb	normApprox.ipynb	initial commit	Jan 11, 2023
nuisance.ipynb	nuisance.ipynb	WIP: improving chapter on causal inference	Jan 26, 2023
pSPRTnoReplacement.ipynb	pSPRTnoReplacement.ipynb	BUG: fix off-by-one errors in loop index; make notation more consistent	Feb 14, 2023
pandemic.ipynb	pandemic.ipynb	initial commit	Jan 11, 2023
pennySampling.ipynb	pennySampling.ipynb	WIP: martingale methods, DUS, etc.	Mar 9, 2023
permute-classical.ipynb	permute-classical.ipynb	ENH: improve problem set 3 wording	Feb 24, 2023
permute-distance.ipynb	permute-distance.ipynb	ENH: clean up permute distance chapter and problems	Feb 28, 2023
permute-independence.ipynb	permute-independence.ipynb	ENH: improve problem set 3 wording	Feb 24, 2023
permute-intro.ipynb	permute-intro.ipynb	BUG: fix off-by-one errors in loop index; make notation more consistent	Feb 14, 2023
permute-prng.ipynb	permute-prng.ipynb	ENH: improving various notebooks	Feb 10, 2023
permute-simulate-p.ipynb	permute-simulate-p.ipynb	WIP: classical and trend	Feb 21, 2023
prngs.ipynb	prngs.ipynb	ENH: improving various notebooks	Feb 10, 2023
prob.ipynb	prob.ipynb	ENH: working on E-values, sigma algebras, filtrations, etc.	Apr 4, 2023
probTheory.ipynb	probTheory.ipynb	ENH: working on E-values, sigma algebras, filtrations, etc.	Apr 4, 2023
probVectors.ipynb	probVectors.ipynb	initial commit	Jan 11, 2023
rabbits.ipynb	rabbits.ipynb	initial commit	Jan 11, 2023
requirements.txt	requirements.txt	ENH: simplify requirements to only tools actually imported in notes.	Feb 27, 2023
rv.ipynb	rv.ipynb	initial commit	Jan 11, 2023
setsCombinatorics.ipynb	setsCombinatorics.ipynb	WIP: reorganizing material; improving assignments	Jan 13, 2023
shootout.ipynb	shootout.ipynb	initial commit	Jan 11, 2023
sprt.ipynb	sprt.ipynb	BUG: fix off-by-one errors in loop index; make notation more consistent	Feb 14, 2023
statBias.csv	statBias.csv	initial commit	Jan 11, 2023
strat-binary.ipynb	strat-binary.ipynb	WIP: improving PRNG and random sampling; simulated p-values	Feb 7, 2023
strat-bounded.ipynb	strat-bounded.ipynb	WIP: working on assignments	Jan 17, 2023
tests-combo.ipynb	tests-combo.ipynb	WIP: multiple testing	Apr 18, 2023
tests-multiple.ipynb	tests-multiple.ipynb	WIP: progress on conformal prediction	Apr 27, 2023
tests.ipynb	tests.ipynb	WIP: E-values, combinations of tests, make notation in tests chapter …	Mar 21, 2023
uniqueSampleSummary.csv	uniqueSampleSummary.csv	initial commit	Jan 11, 2023
vaccine-efficacy.ipynb	vaccine-efficacy.ipynb	initial commit	Jan 11, 2023

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Notes on Applied Statistics

P.B. Stark

Copyright (c) 2021--2023 by Philip B. Stark

License: CC-BY-ND 4.0.

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Notes on Applied Statistics

P.B. Stark

Copyright (c) 2021--2023 by Philip B. Stark

License: CC-BY-ND 4.0.

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