StarRankExplorer
Back to rankings

telmo-correa/all-of-statistics

Jupyter Notebook

Self-study on Larry Wasserman's "All of Statistics"

statisticssolutionsself-studyprobability
Star Growth
Stars
1.2k
Forks
325
Weekly Growth
—
Issues
22
5001k
Apr 2020May 2022Jun 2024Jul 2026
README

all-of-statistics

This repository contains my personal notes and complete solutions from my self-study of Larry Wasserman's "All of Statistics: A Concise Course in Statistical Inference". This follows an older edition of the book, though there is almost complete overlap with the latest edition.

Main definitions, ideas, and theorems from each chapter are included in the notes, but examples are usually skipped. This repository is not intended as a replacement for the book.

Each included chapter has a Jupyter notebook including notes on the chapter and exercise solutions -- notes and solutions using LaTeX in markdown and executable Python.

Related repositories
scikit-learn/scikit-learn

scikit-learn: machine learning in Python

PythonPyPIBSD 3-Clause "New" or "Revised" Licensemachine-learningpython
scikit-learn.org
66.7k27.2k
umami-software/umami

Umami is a modern, privacy-focused analytics platform. An open-source alternative to Google Analytics, Mixpanel and Amplitude.

TypeScriptnpmMIT Licenseanalyticscharts
umami.is
37.8k7.6k
CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Jupyter NotebookMIT Licensebayesian-methodspymc
camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/
28.2k7.9k
plausible/analytics

Open source, privacy-first web analytics. Lightweight, cookie-free Google Analytics alternative. Self-hosted or cloud.

ElixirGNU Affero General Public License v3.0analyticsprivacy
plausible.io
27.9k1.7k
qax-os/excelize

Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets

GoGo ModulesBSD 3-Clause "New" or "Revised" Licensexlsxexcel
xuri.me/excelize
20.8k1.9k
virgili0/Virgilio

Your new Mentor for Data Science E-Learning.

Jupyter NotebookOthertensorflowmachine-learning
virgili0.github.io/Virgilio/
14.9k2.5k
XAMPPRocky/tokei

Count your code, quickly.

Rustcrates.ioOthertokeicloc
14.7k692
Data-Centric-AI-Community/fg-data-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

PythonPyPIMIT Licensepandas-profilingpandas-dataframe
docs.sdk.ydata.ai
13.6k1.8k
ydataai/ydata-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

PythonPyPIMIT Licensepandas-profilingpandas-dataframe
docs.sdk.ydata.ai
12.8k1.7k
statsmodels/statsmodels

Statsmodels: statistical modeling and econometrics in Python

PythonPyPIBSD 3-Clause "New" or "Revised" Licensepythonstatistics
statsmodels.org/devel/
11.5k3.5k
johnkerl/miller

Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON

GoGo ModulesOtherdata-processingdata-cleaning
miller.readthedocs.io
10k238
boyter/scc

Sloc, Cloc and Code: scc is a very fast accurate code counter with complexity calculations and COCOMO estimates written in pure Go

GoGo ModulesMIT Licensesloccountcloc
8.6k324